All MCP servers
2105 servers indexed.
2105 results
n8n
n8n-io
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
everything-claude-code
affaan-m
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
JavaGuide
Snailclimb
Java 面试 & 后端通用面试指南，覆盖计算机基础、数据库、分布式、高并发、系统设计与 AI 应用开发
langflow
langflow-ai
Langflow is a powerful tool for building and deploying AI-powered agents and workflows.
dify
langgenius
Production-ready platform for agentic workflow development.
open-webui
open-webui
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
skills
anthropics
Public repository for Agent Skills
gemini-cli
google-gemini
An open-source AI agent that brings the power of Gemini directly into your terminal.
puppeteer
puppeteer
JavaScript API for Chrome and Firefox
playwright
microsoft
Playwright is a framework for Web Testing and Automation. It allows testing Chromium, Firefox and WebKit with a single API.
awesome-mcp-servers
punkpeye
A collection of MCP servers.
servers
modelcontextprotocol
Model Context Protocol Servers
netdata
netdata
The fastest path to AI-powered full stack observability, even for lean teams.
lobehub
lobehub
The ultimate space for work and life — to find, build, and collaborate with agent teammates that grow with you. We are taking agent harness to the next level — enabling multi-agent collaboration, effortless agent team design, and introducing agents as the unit of work interaction.
OpenBB
OpenBB-finance
Financial data platform for analysts, quants and AI agents.
cline
cline
Autonomous coding agent right in your IDE, capable of creating/editing files, executing commands, using the browser, and more with your permission every step of the way.
anything-llm
Mintplex-Labs
The all-in-one AI productivity accelerator. On device and privacy first with no annoying setup or configuration.
autogen
microsoft
A programming framework for agentic AI
awesome-claude-skills
ComposioHQ
A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows
cc-switch
farion1231
A cross-platform desktop All-in-One assistant tool for Claude Code, Codex, OpenCode, openclaw & Gemini CLI.
TrendRadar
sansan0
⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ，数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。
context7
upstash
Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors
n8n-workflows
Zie619
all of the workflows of n8n i could find (also from the site itself)
mempalace
MemPalace
The best-benchmarked open-source AI memory system. And it's free.
JeecgBoot
jeecgboot
AI低代码平台，支持「低代码 + 零代码」双模式：零代码 5 分钟搭建业务系统，低代码模式一键生成前后端代码。 内置AI 应用，支持AI聊天、知识库、流程编排、MCP与插件，支持各种模型。Skills能力实现：一句话画流程图、设计表单、生成系统。 引领 AI生成→在线配置→代码生成→手工合并的开发模式，解决Java项目80%的重复工作，快速提高效率，又不失灵活性。
LocalAI
mudler
LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.
litellm
BerriAI
Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, VLLM, NVIDIA NIM]
CowAgent
zhayujie
CowAgent (chatgpt-on-wechat) 是基于大模型的超级AI助理，能主动思考和任务规划、访问操作系统和外部资源、创造和执行Skills、通过长期记忆和知识库不断成长，比OpenClaw更轻量和便捷。同时支持微信、飞书、钉钉、企微、QQ、公众号、网页等接入，可选择DeepSeek/OpenAI/Claude/Gemini/ MiniMax/Qwen/GLM/LinkAI，能处理文本、语音、图片和文件，可快速搭建个人AI助理和企业数字员工。
goose
aaif-goose
an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
kong
Kong
🦍 The API and AI Gateway
Scrapling
D4Vinci
🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!
mindsdb
mindsdb
AI Data Vault - A query engine for AI Agents to securely query data from any datasource
chrome-devtools-mcp
ChromeDevTools
Chrome DevTools for coding agents
LibreChat
danny-avila
Enhanced ChatGPT Clone: Features Agents, MCP, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, Code Interpreter, langchain, DALL-E-3, OpenAPI Actions, Functions, Secure Multi-User Auth, Presets, open-source for self-hosting. Active.
antigravity-awesome-skills
sickn33
Installable GitHub library of 1,400+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes installer CLI, bundles, workflows, and official/community skill collections.
ai-engineering-hub
patchy631
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
ruflo
ruvnet
🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, distributed swarm intelligence, RAG integration, and native Claude Code / Codex Integration
GitNexus
abhigyanpatwari
GitNexus: The Zero-Server Code Intelligence Engine - GitNexus is a client-side knowledge graph creator that runs entirely in your browser. Drop in a GitHub repo or ZIP file, and get an interactive knowledge graph wit a built in Graph RAG Agent. Perfect for code exploration
PDFMathTranslate
PDFMathTranslate
[EMNLP 2025 Demo] PDF scientific paper translation with preserved formats - 基于 AI 完整保留排版的 PDF 文档全文双语翻译，支持 Google/DeepL/Ollama/OpenAI 等服务，提供 CLI/GUI/MCP/Docker/Zotero
nacos
alibaba
an easy-to-use dynamic service discovery, configuration and service management platform for building AI cloud native applications.
playwright-mcp
microsoft
Playwright MCP server
awesome-copilot
github
Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.
AstrBot
AstrBotDevs
AI Agent Assistant that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨
claude-howto
luongnv89
A visual, example-driven guide to Claude Code — from basic concepts to advanced agents, with copy-paste templates that bring immediate value.
UI-TARS-desktop
bytedance
The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra
github-mcp-server
github
GitHub's official MCP Server
onyx
onyx-dot-app
Open Source AI Platform - AI Chat with advanced features that works with every LLM
next-ai-draw-io
DayuanJiang
A next.js web application that integrates AI capabilities with draw.io diagrams. This app allows you to create, modify, and enhance diagrams through natural language commands and AI-assisted visualization.
composio
ComposioHQ
Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.
FastGPT
labring
FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.
prompt-optimizer
linshenkx
An AI prompt optimizer for writing better prompts and getting better AI results.
gpt-researcher
assafelovic
An autonomous agent that conducts deep research on any data using any LLM providers
xiaozhi-esp32
78
An MCP-based chatbot | 一个基于MCP的聊天机器人
kratos
go-kratos
Your ultimate Go microservices framework for the cloud-native era.
graphiti
getzep
Build Real-Time Knowledge Graphs for AI Agents
openclaude
Gitlawb
runs anywhere. uses anything
fastmcp
PrefectHQ
🚀 The fast, Pythonic way to build MCP servers and clients.
gin-vue-admin
flipped-aurora
🚀Vite+Vue3+Gin拥有AI辅助的基础开发平台，企业级业务AI+开发解决方案，内置mcp辅助服务，内置skills管理，支持TS和JS混用。它集成了JWT鉴权、权限管理、动态路由、显隐可控组件、分页封装、多点登录拦截、资源权限、上传下载、代码生成器、表单生成器和可配置的导入导出等开发必备功能。
agentscope
agentscope-ai
Build and run agents you can see, understand and trust.
repomix
yamadashy
📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly file. Perfect for when you need to feed your codebase to Large Language Models (LLMs) or other AI tools like Claude, ChatGPT, DeepSeek, Perplexity, Gemini, Gemma, Llama, Grok, and more.
serena
oraios
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
A2A
a2aproject
Agent2Agent (A2A) is an open protocol enabling communication and interoperability between opaque agentic applications.
mastra
mastra-ai
From the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack.
python-sdk
modelcontextprotocol
The official Python SDK for Model Context Protocol servers and clients
activepieces
activepieces
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents
blender-mcp
ahujasid
blender-mcp — MCP server.
MaxKB
1Panel-dev
🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。
excelize
qax-os
Go language library for reading and writing Microsoft Excel™ (XLAM / XLSM / XLSX / XLTM / XLTX) spreadsheets
teleport
gravitational
The easiest, and most secure way to access and protect all of your infrastructure.
newsnow
ourongxing
Elegant reading of real-time and hottest news
n8n-mcp
czlonkowski
A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you
Agent-Reach
Panniantong
Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
claude-plugins-official
anthropics
Official, Anthropic-managed directory of high quality Claude Code Plugins.
page-agent
alibaba
JavaScript in-page GUI agent. Control web interfaces with natural language.
nuclear
nukeop
Streaming music player that finds free music for you
openfang
RightNow-AI
Open-source Agent Operating System
Qwen-Agent
QwenLM
Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.
plate
udecode
Rich-text editor with AI and shadcn/ui
mcp-for-beginners
microsoft
This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.
mcp-toolbox
googleapis
MCP Toolbox for Databases is an open source MCP server for databases.
trigger.dev
triggerdotdev
Trigger.dev – build and deploy fully‑managed AI agents and workflows
Figma-Context-MCP
GLips
MCP server to provide Figma layout information to AI coding agents like Cursor
code-review-graph
tirth8205
Local knowledge graph for Claude Code. Builds a persistent map of your codebase so Claude reads only what matters — 6.8× fewer tokens on reviews and up to 49× on daily coding tasks.
electerm
electerm
📻Terminal/ssh/sftp/ftp/telnet/serialport/RDP/VNC/Spice client(linux, mac, win)
eigent
eigent-ai
Eigent: The Open Source Cowork Desktop to Unlock Your Exceptional Productivity. Local and Free Alternative to Claude Cowork.
aisuite
andrewyng
Simple, unified interface to multiple Generative AI providers
OpenMetadata
open-metadata
OpenMetadata is a unified metadata platform for data discovery, data observability, and data governance powered by a central metadata repository, in-depth column level lineage, and seamless team collaboration.
casdoor
casdoor
An open-source Agent-first Identity and Access Management (IAM) /LLM MCP & agent gateway and auth server with web UI supporting OpenClaw, MCP, OAuth, OIDC, SAML, CAS, LDAP, SCIM, WebAuthn, TOTP, MFA, Face ID, Google Workspace, Azure AD
memU
NevaMind-AI
Memory for 24/7 proactive agents like OpenClaw.
hyperframes
heygen-com
Write HTML. Render video. Built for agents.
Skill_Seekers
yusufkaraaslan
Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection
xiaohongshu-mcp
xpzouying
MCP for xiaohongshu.com
nightingale
ccfos
Nightingale is to monitoring and alerting what Grafana is to visualization.
ai-guide
liyupi
程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程，分享 OpenClaw 保姆级教程、大模型玩法（DeepSeek / GPT / Gemini / Claude）、最新 AI 资讯、Prompt 提示词大全、AI 知识百科（Agent Skills / RAG / MCP / A2A）、AI 编程教程（Harness Engineering）、AI 工具用法（Cursor / Claude Code / TRAE / Lovable / Copilot）、AI 开发框架教程（Spring AI / LangChain）、AI 产品变现指南，帮你快速掌握 AI 技术，走在时代前沿。本项目为开源文档，已升级为鱼皮 AI 导航网站
markmap
markmap
Build mindmaps with plain text
typescript-sdk
modelcontextprotocol
The official TypeScript SDK for Model Context Protocol servers and clients
kubeshark
kubeshark
eBPF-powered network observability for Kubernetes. Indexes L4/L7 traffic with full K8s context, decrypts TLS without keys. Queryable by AI agents via MCP and humans via dashboard.
fastapi_mcp
tadata-org
Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
note-gen
codexu
A cross-platform Markdown AI note-taking software.
gateway
Portkey-AI
A blazing fast AI Gateway with integrated guardrails. Route to 1,600+ LLMs, 50+ AI Guardrails with 1 fast & friendly API.
pal-mcp-server
BeehiveInnovations
The power of Claude Code / GeminiCLI / CodexCLI + [Gemini / OpenAI / OpenRouter / Azure / Grok / Ollama / Custom Model / All Of The Above] working as one.
golang-open-source-projects
hackstoic
为互联网IT人打造的中文版awesome-go
context-mode
mksglu
Context window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 14 platforms
mcp-chrome
hangwin
Chrome MCP Server is a Chrome extension-based Model Context Protocol (MCP) server that exposes your Chrome browser functionality to AI assistants like Claude, enabling complex browser automation, content analysis, and semantic search.
open_deep_research
langchain-ai
open_deep_research — MCP server.
tambo
tambo-ai
Generative UI SDK for React
nginx-ui
0xJacky
Yet another WebUI for Nginx
XHS-Downloader
JoeanAmier
小红书（XiaoHongShu、RedNote）链接提取/作品采集工具：提取账号发布、收藏、点赞、专辑作品链接；提取搜索结果作品、用户链接；采集小红书作品信息；提取小红书作品下载地址；下载小红书作品文件
MoviePilot
jxxghp
NAS媒体库自动化管理工具
LEANN
yichuan-w
[MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.
valuecell
ValueCell-ai
ValueCell is a community-driven, multi-agent platform for financial applications.
claude-context
zilliztech
Code search MCP for Claude Code. Make entire codebase the context for any coding agent.
copilot-cli
github
GitHub Copilot CLI brings the power of Copilot coding agent directly to your terminal.
awesome-ai-apps
Arindam200
A collection of projects showcasing RAG, agents, workflows, and other AI use cases
superset
superset-sh
Code Editor for the AI Agents Era - Run an army of Claude Code, Codex, etc. on your machine
mcp-use
mcp-use
The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.
AiToEarn
yikart
Let's use AI to Earn!
magentic-ui
microsoft
A research prototype of a human-centered web agent
playwright-cli
microsoft
CLI for common Playwright actions. Record and generate Playwright code, inspect selectors and take screenshots.
claudian
YishenTu
An Obsidian plugin that embeds Claude Code as an AI collaborator in your vault
inspector
modelcontextprotocol
Visual testing tool for MCP servers
xiaozhi-esp32-server
xinnan-tech
本项目为xiaozhi-esp32提供后端服务，帮助您快速搭建ESP32设备控制服务器。Backend service for xiaozhi-esp32, helps you quickly build an ESP32 device control server.
oumi
oumi-ai
Easily fine-tune, evaluate and deploy gpt-oss, Qwen3, DeepSeek-R1, or any open source LLM / VLM!
cc-haha
NanmiCoder
Claude Code 泄露源码 - 本地可运行版本，新增跨平台桌面端软件补齐Computer Use（附带核心模块解析）
unity-mcp
CoplayDev
Unity MCP acts as a bridge, allowing AI assistants (like Claude, Cursor) to interact directly with your Unity Editor via a local MCP (Model Context Protocol) Client. Give your LLM tools to manage assets, control scenes, edit scripts, and automate tasks within Unity.
mcp
awslabs
Official MCP Servers for AWS
astron-agent
iflytek
Enterprise-grade, commercial-friendly agentic workflow platform for building next-generation SuperAgents.
GhidraMCP
LaurieWired
MCP Server for Ghidra
mcp-go
mark3labs
A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.
connect
redpanda-data
Fancy stream processing made operationally mundane
voltagent
VoltAgent
AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework
hexstrike-ai
0x4m4
HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug bounty automation, and security research. Seamlessly bridge LLMs with real-world offensive security capabilities.
scc
boyter
Sloc, Cloc and Code: scc is a very fast accurate code counter with complexity calculations and COCOMO estimates written in pure Go
mcp-agent
lastmile-ai
Build effective agents using Model Context Protocol and simple workflow patterns
higress
higress-group
🤖 AI Gateway | AI Native API Gateway
awesome-LLM-resources
WangRongsheng
🧑🚀 全世界最好的LLM资料总结（多模态生成、Agent、辅助编程、AI审稿、数据处理、模型训练、模型推理、o1 模型、MCP、小语言模型、视觉语言模型） | Summary of the world's best LLM resources.
kreuzberg
kreuzberg-dev
A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured information from PDFs, Office documents, images, and 97+ formats. Available for Rust, Python, Ruby, Java, Go, PHP, Elixir, C#, R, C, TypeScript (Node/Bun/Wasm/Deno)- or use via CLI, REST API, or MCP server.
ida-pro-mcp
mrexodia
AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.
git-mcp
idosal
Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project
dockerlabs
collabnix
Docker - Beginners | Intermediate | Advanced
webiny-js
webiny
Open-source, self-hosted CMS platform on AWS serverless (Lambda, DynamoDB, S3). TypeScript framework with multi-tenancy, lifecycle hooks, GraphQL API, and AI-assisted development via MCP server. Built for developers at large organizations.
modelcontextprotocol
modelcontextprotocol
Specification and documentation for the Model Context Protocol
InsForge
InsForge
Give agents everything they need to ship fullstack apps. The backend built for agentic development.
financial-services-plugins
anthropics
financial-services-plugins — MCP server.
Upsonic
Upsonic
Build autonomous AI agents in Python.
Auto-claude-code-research-in-sleep
wanshuiyin
ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.
lamda
firerpa
The most powerful Android RPA agent framework, next generation mobile automation.
adk-go
An open-source, code-first Go toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
yao
YaoApp
✨ Build AI agents and web apps — with a single binary.
kubectl-ai
GoogleCloudPlatform
AI powered Kubernetes Assistant
easy-vibe
datawhalechina
💻 vibe coding 2026 | Your first modern programming course for beginners to master step by step.
browser-tools-mcp
AgentDeskAI
Monitor browser logs directly from Cursor and other MCP compatible IDEs.
evolver
EvoMap
The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai
PraisonAI
MervinPraison
PraisonAI 🦞 — Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous agents that research, plan, code, and execute tasks. Deployed in 5 lines of code with built-in memory, RAG, and support for 100+ LLMs.
Awesome-MCP-ZH
yzfly
MCP 资源精选， MCP指南，Claude MCP，MCP Servers, MCP Clients
registry
modelcontextprotocol
A community driven registry service for Model Context Protocol (MCP) servers.
cursor-talk-to-figma-mcp
grab
TalkToFigma: MCP integration between AI Agent (Cursor, Claude Code) and Figma, allowing Agentic AI to communicate with Figma for reading designs and modifying them programmatically.
opencost
opencost
Cost monitoring for Kubernetes workloads and cloud costs
mcp
BrowserMCP
Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser
awesome-mcp-clients
punkpeye
A collection of MCP clients.
NLWeb
nlweb-ai
Main reference implementation for NLWeb, implemented in Python.
firecrawl-mcp-server
firecrawl
🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.
notebooklm-skill
PleasePrompto
Use this skill to enable Claude Code to communicate directly with your Google NotebookLM notebooks. Query your uploaded documents and get source-grounded, citation-backed answers from Gemini. Features browser automation, library management, persistent authentication, and answers exclusively from your own knowledge base.
open-multi-agent
JackChen-me
From a goal to a task DAG, automatically. TypeScript-native multi-agent orchestration with MCP and live tracing. Three runtime dependencies.
DesktopCommanderMCP
wonderwhy-er
This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities
OpenSpace
HKUDS
"OpenSpace: Make Your Agents: Smarter, Low-Cost, Self-Evolving" -- Community: https://open-space.cloud/
ai-engineering-from-scratch
rohitg00
Learn it. Build it. Ship it for others.
microsandbox
superradcompany
🧱 secure, local and programmable sandboxes for AI agents
Anthropic-Cybersecurity-Skills
mukul975
754 structured cybersecurity skills for AI agents · Mapped to 5 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND & NIST AI RMF · agentskills.io standard · Works with Claude Code, GitHub Copilot, Codex CLI, Cursor, Gemini CLI & 20+ platforms · 26 security domains · Apache 2.0
Awesome-AITools
ikaijua
Collection of AI-related utilities. Welcome to submit pull requests /收藏AI相关的实用工具，欢迎提交pull requests
Everywhere
DearVa
Context-aware AI assistant for your desktop. Ready to respond intelligently, seamlessly integrating multiple LLMs and MCP tools.
astron-rpa
iflytek
Agent-ready RPA suite with out-of-the-box automation tools. Built for individuals and enterprises.
deepchat
ThinkInAIXYZ
🐬DeepChat - A smart assistant that connects powerful AI to your personal world
sdk-python
strands-agents
A model-driven approach to building AI agents in just a few lines of code.
klavis
Klavis-AI
Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale
openpanel
Openpanel-dev
OpenPanel is an open-source web and product analytics platform, an open-source alternative to Mixpanel with optional self-hosting.
53AIHub
53AI
53AI Hub is an open-source AI portal, which enables you to quickly build a operational-level AI portal to launch and operate AI agents, prompts, and AI tools. It supports seamless integration with development platforms like Coze, Dify, FastGPT, RAGFlow.
fff
dmtrKovalenko
The fastest and the most accurate file search toolkit for AI agents, Neovim, Rust, C, and NodeJS
CodePilot
op7418
A multi-model AI agent desktop client — connect any AI provider, extend with MCP & skills, control from your phone. Built with Electron + Next.js.
jscpd
kucherenko
Copy/paste detector for programming source code.
whatsapp-mcp
lharries
WhatsApp MCP server
UltraRAG
OpenBMB
[GitHub Trending #2] A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
GLaDOS
dnhkng
This is the Personality Core for GLaDOS, the first steps towards a real-life implementation of the AI from the Portal series by Valve.
awesome-mcp-servers
appcypher
Awesome MCP Servers - A curated list of Model Context Protocol servers
1code
21st-dev
Orchestration layer for coding agents (Claude Code, Codex)
craft-agents-oss
lukilabs
craft-agents-oss — MCP server.
mcp-playwright
executeautomation
Playwright Model Context Protocol Server - Tool to automate Browsers and APIs in Claude Desktop, Cline, Cursor IDE and More 🔌
Backlog.md
MrLesk
Backlog.md - A tool for managing project collaboration between humans and AI Agents in a git ecosystem
learn-ai-engineering
ashishps1
Learn AI and LLMs from scratch using free resources
Windows-MCP
CursorTouch
MCP Server for Computer Use in Windows
Wechatsync
wechatsync
一键同步文章到多个内容平台，支持今日头条、WordPress、知乎、简书、掘金、CSDN、typecho各大平台，一次发布，多平台同步发布。解放个人生产力
XcodeBuildMCP
getsentry
A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.
ruoyi-ai
ageerle
面向企业级市场的一站式AI应用开发框架，支持多厂商大模型统一接入与管理，具备安全可控的企业知识库与高精度检索优化能力，提供可视化流程编排、自主决策智能体与多智能体协同调度，兼容主流 Agent Skill 协议，帮助企业与开发者零门槛快速构建安全、高效、可落地的AI智能体应用与行业解决方案。
5ire
nanbingxyz
5ire is a cross-platform desktop AI assistant, MCP client. It compatible with major service providers, supports local knowledge base and tools via model context protocol servers .
osaurus
osaurus-ai
Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity. Built in Swift. Fully offline. Open source.
iflow-cli
iflow-ai
iFlow cli is a comprehensive command-line intelligence that embeds in your terminal, analyzes your repositories, does coding tasks, interprets your needs across contexts, and boosts efficiency by performing tasks from simple file operations to complex workflow automation.
mcp-atlassian
sooperset
MCP server for Atlassian tools (Confluence, Jira)
stitch-skills
google-labs-code
A library of Agent Skills designed to work with the Stitch MCP server. Each skill follows the Agent Skills open standard, for compatibility with coding agents such as Antigravity, Gemini CLI, Claude Code, Cursor.
Viper
FunnyWolf
Adversary simulation and Red teaming platform with AI
gaianet-node
GaiaNet-AI
Install, run and deploy your own decentralized AI agent service
echarts-for-react
hustcc
⛳️ Apache ECharts components for React wrapper. 一个简单的 Apache echarts 的 React 封装。
unidbg
zhkl0228
Allows you to emulate an Android native library, and an experimental iOS emulation
cc-wf-studio
breaking-brake
CC Workflow Studio
bb-browser
epiral
Your browser is the API. CLI + MCP server for AI agents to control Chrome with your login state.
agents
cloudflare
Build and deploy AI Agents on Cloudflare
magic-mcp
21st-dev
It's like v0 but in your Cursor/WindSurf/Cline. 21st dev Magic MCP server for working with your frontend like Magic
magic
dtyq
Magicrew. The first open-source all-in-one AI productivity platform (Generalist AI Agent + Workflow Engine + IM + Online collaborative office system)
Kiln
Kiln-AI
Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.
lollms-webui
ParisNeo
Lord of Large Language and Multi modal Systems Web User Interface
aci
aipotheosis-labs
ACI.dev is the open source tool-calling platform that hooks up 600+ tools into any agentic IDE or custom AI agent through direct function calling or a unified MCP server. The birthplace of VibeOps.
mobile-mcp
mobile-next
Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices)
API-mega-list
cporter202
This GitHub repo is a powerhouse collection of APIs you can start using immediately to build everything from simple automations to full-scale applications. One of the most valuable API lists on GitHub—period. 💪
mcp-ui
MCP-UI-Org
UI over MCP. Create next-gen UI experiences with the protocol and SDK!
n8n-skills
czlonkowski
n8n skillset for Claude Code to build flawless n8n workflows
byterover-cli
campfirein
ByteRover CLI (brv) - The portable memory layer for autonomous coding agents (formerly Cipher)
peon-ping
PeonPing
Warcraft III Peon voice notifications (+ more!) for Claude Code, Codex, IDEs, and any AI agent. Stop babysitting your terminal. Employ a Peon today.
deep-research
u14app
Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.
open-pencil
open-pencil
AI-native design editor. Open-source Figma alternative.
openagent
the-open-agent
⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting computer-use, browser-use and coding agent
sandbox
agent-infra
All-in-One Sandbox for AI Agents that combines Browser, Shell, File, MCP and VSCode Server in a single Docker container.
Olares
beclab
Olares: An Open-Source Personal Cloud to Reclaim Your Data
mission-control
builderz-labs
Self-hosted AI agent orchestration platform: dispatch tasks, run multi-agent workflows, monitor spend, and govern operations from one mission control dashboard.
bifrost
maximhq
Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.
ag2
ag2ai
AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x
auto-dev
phodal
🧙AutoDev: the AI-native Multi-Agent development platform built on Kotlin Multiplatform, covering all 7 phases of SDLC.
go-sdk
modelcontextprotocol
The official Go SDK for Model Context Protocol servers and clients. Maintained in collaboration with Google.
awesome-agent-skills
heilcheng
Tutorials, Guides and Agent Skills Directories
firebase-tools
firebase
The Firebase Command Line Tools
nexent
ModelEngine-Group
Nexent is a zero-code platform for auto-generating production-grade AI agents using Harness Engineering principles — unified tools, skills, memory, and orchestration with built-in constraints, feedback loops, and control planes.
ENScan_GO
wgpsec
一款基于各大企业信息API的工具，解决在遇到的各种针对国内企业信息收集难题。一键收集控股公司ICP备案、APP、小程序、微信公众号等信息聚合导出。支持MCP接入
exa-mcp-server
exa-labs
Exa MCP for web search and web crawling!
EverOS
EverMind-AI
Build, evaluate, and integrate long-term memory for self-evolving agents.
notion-mcp-server
makenotion
Official Notion MCP Server
httprunner
httprunner
HttpRunner 是一款开源的 API/UI 测试框架，简单易用，功能强大，具有丰富的插件化机制和高度的可扩展能力。
excalidraw-mcp
excalidraw
Fast and streamable Excalidraw MCP App
mcporter
steipete
Call MCPs via TypeScript, masquerading as simple TypeScript API. Or package them as cli.
csharp-sdk
modelcontextprotocol
The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft.
rikkahub
rikkahub
RikkaHub is an Android APP that supports for multiple LLM providers.
PPTAgent
icip-cas
An Agentic Framework for Reflective PowerPoint Generation
mcpo
open-webui
A simple, secure MCP-to-OpenAPI proxy server
koog
JetBrains
Koog is a JVM (Java and Kotlin) framework for building predictable, fault-tolerant and enterprise-ready AI agents across all platforms – from backend services to Android and iOS, JVM, and even in-browser environments. Koog is based on our AI products expertise and provides proven solutions for complex LLM and AI problems
learn-agentic-ai
panaversity
Learn Agentic AI using Dapr Agentic Cloud Ascent (DACA) Design Pattern and Agent-Native Cloud Technologies: OpenAI Agents SDK, Memory, MCP, A2A, Knowledge Graphs, Dapr, Rancher Desktop, and Kubernetes.
kubefwd
txn2
Bulk port forwarding Kubernetes services for local development.
claude-code-guide
zebbern
Claude Code Guide - Setup, Commands, workflows, agents, skills & tips-n-tricks go from beginner to power user!
mcp-server-chart
antvis
🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.
ciso-assistant-community
intuitem
CISO Assistant is a one-stop-shop GRC platform for Risk Management, AppSec, Compliance & Audit, TPRM, Privacy, and Reporting. It supports 130+ global frameworks with automatic control mapping, including ISO 27001, NIST CSF, SOC 2, CIS, PCI DSS, NIS2, DORA, GDPR, HIPAA, CMMC, and more.
semantic-router
vllm-project
System Level Intelligent Router for Mixture-of-Models at Cloud, Data Center and Edge
telegram-search
groupultra
🔍 导出并模糊搜索 Telegram 聊天记录 | Export and fuzzy search your Telegram chat history
Vibe-Trading
HKUDS
"Vibe-Trading: Your Personal Trading Agent"
excel-mcp-server
haris-musa
A Model Context Protocol server for Excel file manipulation
fast-agent
evalstate
Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP Support
atmosphere
Atmosphere
Real-time transport layer for Java AI agents. Build once with @Agent — deliver over WebSocket, SSE, gRPC, and WebTransport/HTTP3. Talk MCP, A2A and AG-UI.
lemonade
lemonade-sdk
Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk
Continuous-Claude-v3
parcadei
Context management for Claude Code. Hooks maintain state via ledgers and handoffs. MCP execution without context pollution. Agent orchestration with isolated context windows.
oh-my-pi
can1357
⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more
mcp-context-forge
IBM
An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.
core
opensumi
A framework helps you quickly build AI Native IDE products. MCP Client, supports Model Context Protocol (MCP) tools via MCP server.
archestra
archestra-ai
Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator
CyberStrikeAI
Ed1s0nZ
CyberStrikeAI is an AI-native security testing platform built in Go. It integrates 100+ security tools, an intelligent orchestration engine, role-based testing with predefined security roles, a skills system with specialized testing skills, and comprehensive lifecycle management capabilities.
claude-scholar
Galaxy-Dawn
Semi-automated research assistant for academic research and software development. Supports Claude Code, OpenCode, and Codex CLI across ideation, coding, experiments, writing, and publication.
langchain-mcp-adapters
langchain-ai
LangChain 🔌 MCP
MCP-Chinese-Getting-Started-Guide
liaokongVFX
Model Context Protocol(MCP) 编程极速入门
holaOS
holaboss-ai
An Open Agent Computer for ANY digital work.
playwriter
remorses
Chrome extension to let agents control your browser. Runs Playwright snippets in a stateful sandbox. Available as CLI or MCP
swarmpit
swarmpit
Lightweight AI-friendly Docker Swarm management
java-sdk
modelcontextprotocol
The official Java SDK for Model Context Protocol servers and clients. Maintained in collaboration with Spring AI
solace-agent-mesh
SolaceLabs
An event-driven framework designed to build and orchestrate multi-agent AI systems. It enables seamless integration of AI agents with real-world data sources and systems, facilitating complex, multi-step workflows.
rust-sdk
modelcontextprotocol
The official Rust SDK for the Model Context Protocol
godot-mcp
Coding-Solo
MCP server for interfacing with Godot game engine. Provides tools for launching the editor, running projects, and capturing debug output.
PeopleInSpace
joreilly
Kotlin Multiplatform sample with SwiftUI, Jetpack Compose, Compose for Wear, Compose for Desktop, and Compose for Web clients along with Ktor backend.
mcp-server-browserbase
browserbase
Allow LLMs to control a browser with Browserbase and Stagehand
py-xiaozhi
huangjunsen0406
A Python-based Xiaozhi AI for users who want the full Xiaozhi experience without owning specialized hardware.
SimpleMem
aiming-lab
SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal
metorial
metorial
Connect any AI model to 600+ integrations; powered by MCP 📡 🚀
Peekaboo
steipete
Peekaboo is a macOS CLI & optional MCP server that enables AI agents to capture screenshots of applications, or the entire system, with optional visual question answering through local or remote AI models.
awesome-openclaw-agents
mergisi
162 production-ready AI agent templates for OpenClaw. SOUL.md configs across 19 categories. Submit yours!
Generative-Media-Skills
SamurAIGPT
Multi-modal Generative Media Skills for AI Agents (Claude Code, Cursor, Gemini CLI). High-quality image, video, and audio generation powered by muapi.ai.
fastmcp
punkpeye
A TypeScript framework for building MCP servers.
claude-code-book
lintsinghua
《御舆：解码 Agent Harness》42万字拆解 AI Agent 的Harness骨架与神经 —— Claude Code 架构深度剖析，15 章从对话循环到构建你自己的 Agent Harness。在线阅读网站：
core
cheshire-cat-ai
AI agent microservice
goclaw
nextlevelbuilder
GoClaw - GoClaw is OpenClaw rebuilt in Go — with multi-tenant isolation, 5-layer security, and native concurrency. Deploy AI agent teams at scale without compromising on safety.
basic-memory
basicmachines-co
AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN
ultracite
haydenbleasel
A highly opinionated, zero-configuration linter and formatter.
wanwu
UnicomAI
China Unicom's Yuanjing Wanwu Agent Platform is an enterprise-grade, multi-tenant AI agent development platform. It helps users build applications such as intelligent agents, workflows, and rag, and also supports model management. The platform features a developer-friendly license, and we welcome all developers to build upon the platform.
harbor
av
One command brings a complete pre-wired LLM stack with hundreds of services to explore.
buildwithclaude
davepoon
A single hub to find Claude Skills, Agents, Commands, Hooks, Plugins, and Marketplace collections to extend Claude Code, Claude Desktop, Agent SDK and OpenClaw
zotero-mcp
54yyyu
Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to discuss papers, get summaries, analyze citations, and more.
ouroboros
Q00
Agent OS: Stop prompting. Start specifying.
TuriX-CUA
TurixAI
This is the official website for TuriX Computer-use-Agent
shadcn-ui-mcp-server
Jpisnice
A mcp server to allow LLMS gain context about shadcn ui component structure,usage and installation,compaitable with react,svelte 5,vue & React Native
solon
opensolon
🔥 Java enterprise application development framework for full scenario: Restrained, Efficient, Open, Ecologicalll!!! 700% higher concurrency 50% memory savings Startup is 10 times faster. Packing 90% smaller; Compatible with java8 ~ java25; Supports LTS. (Replaceable spring)
dbhub
bytebase
Zero-dependency, token-efficient database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLite.
kagent
kagent-dev
Cloud Native Agentic AI | Discord: https://bit.ly/kagentdiscord
moltis
moltis-org
A secure persistent personal agent server in Rust. One binary, sandboxed execution, multi-provider LLMs, voice, memory, Telegram, WhatsApp, Discord, Teams, and MCP tools. Secure by design, runs on your hardware.
arxiv-mcp-server
blazickjp
A Model Context Protocol server for searching and analyzing arXiv papers
YC-Killer
sahibzada-allahyar
A library of enterprise-grade AI agents designed to democratize artificial intelligence and provide free, open-source alternatives to overvalued Y Combinator startups. If you are excited about democratizing AI access & AI agents, please star ⭐️ this repository and use the link in the readme to join our open source AI research team.
markdownify-mcp
zcaceres
A Model Context Protocol server for converting almost anything to Markdown
ddgs
deedy5
A metasearch library that aggregates results from diverse web search services
slackdump
rusq
Save or export your private and public Slack messages, threads, files, and users locally without admin privileges.
nunu
go-nunu
A CLI tool for building Go applications.
agentgateway
agentgateway
Next Generation Agentic Proxy for AI Agents and MCP servers
mcp-proxy
sparfenyuk
A bridge between Streamable HTTP and stdio MCP transports
openpencil
ZSeven-W
The world's first open-source AI-native vector design tool and the first to feature concurrent Agent Teams. Design-as-Code. Turn prompts into UI directly on the live canvas. A modern alternative to Pencil.
Unity-MCP
IvanMurzak
AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient token usage, advanced tools. Any C# method may be turned into a tool by a single line. Works with Claude Code, Gemini, Copilot, Cursor and any other absolutely for free.
MCP-SuperAssistant
srbhptl39
Brings MCP to ChatGPT, DeepSeek, Perplexity, Grok, Gemini, Google AI Studio, OpenRouter, DeepSeek, T3 Chat and more...
OB1
NateBJones-Projects
Open Brain — The infrastructure layer for your thinking. One database, one AI gateway, one chat channel — any AI plugs in. No middleware, no SaaS.
FireRed-OpenStoryline
FireRedTeam
FireRed-OpenStoryline is an AI video editing agent that transforms manual editing into intention-driven directing through natural language interaction, LLM-powered planning, and precise tool orchestration. It facilitates transparent, human-in-the-loop creation with reusable Style Skills for consistent, professional storytelling.
shippie
mattzcarey
extendable code review and QA agent 🚢
brightdata-mcp
brightdata
A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.
papersgpt-for-zotero
papersgpt
A powerful Zotero AI and MCP plugin with ChatGPT, Gemini 3.1, Claude, DeepSeek V4, Grok, OpenRouter, Kimi 2.5, GLM 5, SiliconFlow, GPT-oss, Gemma 4, Qwen 3.5
agent-scan
snyk
Security scanner for AI agents, MCP servers and agent skills.
metamcp
metatool-ai
MCP Aggregator, Orchestrator, Middleware, Gateway in one docker
m_flow
FlowElement-ai
A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.
generative-ai
genieincodebottle
Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.
google_workspace_mcp
taylorwilsdon
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool
agent-deck
asheshgoplani
Terminal session manager for AI coding agents. One TUI for Claude, Gemini, OpenCode, Codex, and more.
tradingview-mcp
atilaahmettaner
Real-time crypto & stock screening, advanced technical indicators, Bollinger Bands intelligence, candlestick patterns + native Claude Desktop integration. Multi-exchange (Binance, KuCoin, Bybit+). Open-source AI trading infrastructure.
notebooklm-mcp
PleasePrompto
MCP server for NotebookLM - Let your AI agents (Claude Code, Codex) research documentation directly with grounded, citation-backed answers from Gemini. Persistent auth, library management, cross-client sharing. Zero hallucinations, just your knowledge base.
comfyui_LLM_party
heshengtao
LLM Agent Framework in ComfyUI includes MCP sever, Omost,GPT-sovits, ChatTTS,GOT-OCR2.0, and FLUX prompt nodes,access to Feishu,discord,and adapts to all llms with similar openai / aisuite interfaces, such as o1,ollama, gemini, grok, qwen, GLM, deepseek, kimi,doubao. Adapted to local llms, vlm, gguf such as llama-3.3 Janus-Pro, Linkage graphRAG
chatmcp
daodao97
ChatMCP is an AI chat client implementing the Model Context Protocol (MCP).
yu-ai-agent
liyupi
编程导航 2025 年 AI 开发实战新项目，基于 Spring Boot 3 + Java 21 + Spring AI 构建 AI 恋爱大师应用和 ReAct 模式自主规划智能体YuManus，覆盖 AI 大模型接入、Spring AI 核心特性、Prompt 工程和优化、RAG 检索增强、向量数据库、Tool Calling 工具调用、MCP 模型上下文协议、AI Agent 开发（Manas Java 实现）、Cursor AI 工具等核心知识。用一套教程将程序员必知必会的 AI 技术一网打尽，帮你成为 AI 时代企业的香饽饽，给你的简历和求职大幅增加竞争力。
skills
microsoft
Skills, MCP servers, Custom Agents, Agents.md for SDKs to ground Coding Agents
gemini-mcp-tool
jamubc
MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window for large file analysis and codebase understanding
nono
always-further
nono - a capability-based, multiplexing sandbox tool, built for developers - lift'n'shift seamless path to prod. Run agents securely without needing any additional infra, zero setup, zero latency.
super-agent-party
heshengtao
⭐ All-in-one AI companion! Super Agent Party = Self hosted neuro sama + openclaw! ⭐ 全能AI伴侣！超级智能体派对 = 自托管neuro sama + openclaw!
fli
punitarani
Google Flights MCP and Python Library
ext-apps
modelcontextprotocol
Official repo for spec & SDK of MCP Apps protocol - standard for UIs embedded AI chatbots, served by MCP servers
modelcontextprotocol
perplexityai
The official MCP server implementation for the Perplexity API Platform
Unla
AmoyLab
🧩 MCP Gateway - A lightweight gateway service that instantly transforms existing MCP Servers and APIs into MCP servers with zero code changes. Features Docker deployment and management UI, requiring no infrastructure modifications.
Aix-DB
apconw
Aix-DB 基于 LangChain/LangGraph 框架，结合 MCP Skills 多智能体协作架构，实现自然语言到数据洞察的端到端转换。
mcp-shrimp-task-manager
cjo4m06
Shrimp Task Manager is a task tool built for AI Agents, emphasizing chain-of-thought, reflection, and style consistency. It converts natural language into structured dev tasks with dependency tracking and iterative refinement, enabling agent-like developer behavior in reasoning AI systems.
fusio
apioo
Self-Hosted API Management for Builders
carbon
crbnos
Carbon is an open source ERP, MES and QMS for manufacturing. Perfect for complex assembly, contract manufacturing, and configure to order manufacturing.
mcp2cli
knowsuchagency
Turn any MCP, OpenAPI, or GraphQL server into a CLI — at runtime, with zero codegen
claude-code-plugins-plus-skills
jeremylongshore
423 plugins, 2,849 skills, 177 agents for Claude Code. Open-source marketplace at tonsofskills.com with the ccpi CLI package manager.
DevDocs
cyberagiinc
Completely free, private, UI based Tech Documentation MCP server. Designed for coders and software developers in mind. Easily integrate into Cursor, Windsurf, Cline, Roo Code, Claude Desktop App
onecli
onecli
Open-source credential vault, give your AI agents access to services without exposing keys.
mcphub
samanhappy
A unified hub for centrally managing and dynamically orchestrating multiple MCP servers/APIs into separate endpoints with flexible routing strategies
superglue
superglue-ai
superglue (YC W25) builds integrations and tools from natural language. Get production-grade tools for long tail and enterprise systems.
mcpso
chatmcp
directory for Awesome MCP Servers
mcp-router
mcp-router
A Unified MCP Server Management App (MCP Manager).
beelzebub
beelzebub-labs
A secure low code deception runtime framework, leveraging AI for System Virtualization.
claude-peers-mcp
louislva
Allow all your Claude Codes to message each other ad-hoc!
codebase-memory-mcp
DeusData
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 66 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
witsy
Kochava-Studios
Witsy: desktop AI assistant / universal MCP client
amazon-q-developer-cli
aws
✨ Agentic chat experience in your terminal. Build applications using natural language.
esp32_nat_router
martin-ger
An AI-enabled NAT Router/Firewall for the ESP32
jadx-ai-mcp
zinja-coder
Plugin for JADX to integrate MCP server
mcp_agent_mail
Dicklesworthstone
Asynchronous coordination layer for AI coding agents: identities, inboxes, searchable threads, and advisory file leases over FastMCP + Git + SQLite
yomo
yomorun
🦖 Serverless AI Agent Framework with Geo-distributed Edge AI Infra.
inspector
MCPJam
Development platform to debug, chat, inspect, and evaluate MCP servers, MCP apps, and ChatGPT apps.
mcpb
modelcontextprotocol
Desktop Extensions: One-click local MCP server installation in desktop apps
rocketride-server
rocketride-org
High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestration, all from your IDE. Includes VS Code extension, TypeScript/Python SDKs, and Docker deployment.
ragent
nageoffer
企业级 Agentic RAG 智能体 - 全链路覆盖文档解析、多路检索、意图识别、问题重写、会话记忆、MCP 工具调用与深度思考。面向真实业务场景，从 0 到 1 完整工程实现。
mcp_excalidraw
yctimlin
MCP server and Claude Code skill for Excalidraw — programmatic canvas toolkit to create, edit, and export diagrams via AI agents with real-time canvas sync.
unreal-mcp
chongdashu
Enable AI assistant clients like Cursor, Windsurf and Claude Desktop to control Unreal Engine through natural language using the Model Context Protocol (MCP).
design-extract
Manavarya09
Extract any website's complete design system with one command. DTCG tokens, semantic+primitive+composite, MCP server for Claude Code/Cursor/Windsurf, multi-platform emitters (iOS SwiftUI, Android Compose, Flutter, WordPress), Tailwind v4, Figma variables, shadcn/ui, CSS health audit, WCAG remediation, Chrome extension. MIT, Playwright, Node 20+.
opendia
aaronjmars
Connect your browser to AI models. Just use Dia on Chrome, Arc or Firefox.
MAI-UI
Tongyi-MAI
MAI-UI: Real-World Centric Foundation GUI Agents ranging from 2B to 235B
Dive
OpenAgentPlatform
Dive is an open-source MCP Host Desktop Application that seamlessly integrates with any LLMs supporting function calling capabilities. ✨
contextplus
ForLoopCodes
Semantic Intelligence for Large-Scale Engineering. Context+ is an MCP server designed for developers who demand 99% accuracy. By combining RAG, Tree-sitter AST, Spectral Clustering, and Obsidian-style linking, Context+ turns a massive codebase into a searchable, hierarchical feature graph.
mcphub.nvim
ravitemer
An MCP client for Neovim that seamlessly integrates MCP servers into your editing workflow with an intuitive interface for managing, testing, and using MCP servers with your favorite chat plugins.
superpowers-zh
jnMetaCode
🦸 AI 编程超能力 · 中文增强版 — superpowers（116k+ ⭐）完整汉化 + 6 个中国原创 skills，让 Claude Code / Copilot CLI / Hermes Agent / Cursor / Windsurf / Kiro / Gemini CLI 等 16 款 AI 编程工具真正会干活
toolhive
stacklok
ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.
mcp-memory-service
doobidoo
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
plik
root-gg
Plik is a temporary file upload system (Wetransfer like) in Go.
py-gpt
szczyglis-dev
Desktop AI Assistant powered by GPT-5, GPT-4, o1, o3, Gemini, Claude, Ollama, DeepSeek, Perplexity, Grok, Bielik, chat, vision, voice, RAG, image and video generation, agents, tools, MCP, plugins, speech synthesis and recognition, web search, memory, presets, assistants,and more. Linux, Windows, Mac
DataDesigner
NVIDIA-NeMo
🎨 NeMo Data Designer: Generate high-quality synthetic data from scratch or from seed data.
MinecraftDev
minecraft-dev
Plugin for IntelliJ IDEA that gives special support for Minecraft modding projects.
dembrandt
dembrandt
Extract any website’s design system into tokens in seconds: logo, colors, typography, borders & more. One command.
jcode
1jehuang
Coding Agent Harness
Klee
signerlabs
A native macOS AI chat app powered by MLX. 100% local inference on Apple Silicon, no cloud required. Built with ShipSwift.
linkedin-mcp-server
stickerdaniel
Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI assistant access to profiles, companies, jobs, and messages.
Claude-Code-Everything-You-Need-to-Know
wesammustafa
The ultimate all-in-one guide to mastering Claude Code. From setup, prompt engineering, commands, hooks, workflows, automation, and integrations, to MCP servers, tools, and the BMAD method—packed with step-by-step tutorials, real-world examples, and expert strategies to make this the global go-to repo for Claude mastery.
pg-aiguide
timescale
MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code.
kubb
kubb-labs
🧡 The meta framework for code generation. Automate OpenAPI to type-safe TypeScript, Zod, and TanStack Query with a modular, plugin-based engine.
supermemory-mcp
supermemoryai
Your memories are in ChatGPT... But nowhere else. Universal Memory MCP makes your memories available to every single LLM. No logins or paywall. One command to set it up.
anyquery
julien040
Query anything (GitHub, Notion, +40 more) with SQL and let LLMs (ChatGPT, Claude) connect to using MCP
zenfeed
glidea
Make RSS 📰 great again with AI 🧠✨!! 【29元500次sonnet，下方wx扫码联系】
pilot-shell
maxritter
The Claude Code engineering platform: spec-driven planning, enforced TDD, persistent memory, and quality hooks. Make Claude Code production-ready.
grepai
yoanbernabeu
Semantic Search & Call Graphs for AI Agents (100% Local)
korean-law-mcp
chrisryugj
국가법령정보MCP | 법제처 41개 API → 16개 MCP 도구. 법령·판례·조례·조약을 AI로 검색·조회·분석 + LLM 환각 방지 인용 검증 | 41 Korean legal APIs → 16 MCP tools with AI citation hallucination guard
mcp-unity
CoderGamester
Model Context Protocol (MCP) plugin to connect with Unity Editor — designed for Cursor, Claude Code, Codex, Windsurf and other IDEs
headroom
chopratejas
The Context Optimization Layer for LLM Applications
codemcp
ezyang
Coding assistant MCP for Claude Desktop
figma-console-mcp
southleft
Your design system as an API. Connect AI to Figma for extraction, creation, and debugging.
mcp
MicrosoftDocs
Official Microsoft Learn MCP Server and CLI tool – powering LLMs and AI agents with real-time, trusted Microsoft docs & code samples.
awesome-claude-plugins
ComposioHQ
A curated list of Plugins that let you extend Claude Code with custom commands, agents, hooks, and MCP servers through the plugin system.
mcptools
f
A command-line interface for interacting with MCP (Model Context Protocol) servers using both stdio and HTTP transport.
slack-mcp-server
korotovsky
The most powerful MCP Slack Server with no permission requirements, Apps support, GovSlack, DMs, Group DMs and smart history fetch logic.
sentrux
sentrux
Real-time architectural sensor that helps AI agents close the feedback loop, enabling recursive self-improvement of code quality. Pure Rust.
mcp-language-server
isaacphi
mcp-language-server gives MCP enabled clients access semantic tools like get definition, references, rename, and diagnostics.
mcp-brasil
Mcp-Brasil
MCP Server para 70 APIs públicas brasileiras
NagaAgent
RTGS2017
A simple yet powerful agent framework for personal assistants, designed to enable intelligent interaction, multi-agent collaboration, and seamless tool integration.
better-agents
langwatch
Standards for building agents, better
ai
stripe
One-stop shop for building AI-powered products and businesses with Stripe.
kubernetes-mcp-server
containers
Model Context Protocol (MCP) server for Kubernetes and OpenShift
qiaomu-anything-to-notebooklm
joeseesun
Claude Skill: Multi-source content processor for NotebookLM. Supports WeChat articles, web pages, YouTube, PDF, Markdown, search queries → Podcast/PPT/MindMap/Quiz etc.
rulego
rulego
⛓️RuleGo is a lightweight, high-performance, embedded, next-generation component orchestration rule engine framework for Go.
claude-code-rust
lorryjovens-hub
🚀 Rust 全量重构的 Claude Code - 性能提升 2.5x，体积减少 97% | High-performance Rust implementation of Claude Code with 2.5x faster startup and 97% smaller binary
SocratiCode
giancarloerra
Enterprise-grade (40m+ LOC) codebase intelligence, zero-setup, private & local Plugin/Skill or MCP: hybrid semantic search, polyglot dependency graphs, symbol-level impact analysis & call-flow, interactive HTML viewer, cross-project & branch-aware search, DB/API/infra knowledge. 61% less tokens, 84% fewer calls, 37x faster. Cloud in private beta.
MCP-Reborn
Hexeption
MCP-Reborn is an MCP (Mod Coder Pack) for Minecraft for making modded clients and researching its code. (1.13-1.21.4)
GrokSearch
GuDaStudio
Integrate Grok's powerful real-time search capabilities into Claude via the MCP protocol!
awesome-claude-code-toolkit
rohitg00
The most comprehensive toolkit for Claude Code -- 135 agents, 35 curated skills (+400,000 via SkillKit), 42 commands, 176+ plugins, 20 hooks, 15 rules, 7 templates, 14 MCP configs, 26 companion apps, 52 ecosystem entries, and more.
cocoindex-code
cocoindex-io
A super light-weight embedded code search engine CLI (AST based) that just works - saves 70% token and improves speed for coding agent 🌟 Star if you like it!
tavily-key-generator
skernelx
Multi-service toolkit for Tavily and Firecrawl signup automation, key validation, and isolated proxy pools.
php-sdk
modelcontextprotocol
The official PHP SDK for Model Context Protocol servers and clients. Maintained in collaboration with The PHP Foundation.
hotpath-rs
pawurb
Rust Performance Profiler & Channels Monitoring Toolkit (TUI, MCP)
paperdebugger
PaperDebugger
A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing
MiniMax-MCP
MiniMax-AI
Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.
code-mode
universal-tool-calling-protocol
🔌 Plug-and-play library to enable agents to call MCP and UTCP tools via code execution.
Risuai
kwaroran
Make your own story. User-friendly software for LLM roleplaying
nixopus
nixopus
Run production apps without thinking about infrastructure. On your server or ours. Fully agentic.
ghost-os
ghostwright
Full computer-use for AI agents. Self-learning workflows. Native macOS. No screenshots required.
Horizon
Thysrael
📡 Your own AI-powered news radar. Generates daily briefings in English & Chinese. | 用 AI 构建你专属的新闻雷达
datagouv-mcp
datagouv
Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.
iMCP
mattt
A macOS app that provides an MCP server to your Messages, Contacts, Reminders and more
phantom
ghostwright
An AI co-worker with its own computer. Self-evolving, persistent memory, MCP server, secure credential collection, email identity. Built on the Claude Agent SDK.
paperbanana
llmsresearch
Open source implementation and extension of Google Research’s PaperBanana for automated academic figures, diagrams, and research visuals, expanded to new domains like slide generation.
mcp-server-kubernetes
Flux159
MCP Server for kubernetes management commands
data-api-builder
Azure
Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases and on-prem stores.
mcp-server-qdrant
qdrant
An official Qdrant Model Context Protocol (MCP) server implementation
cunzhi
imhuso
告别AI提前终止烦恼，助力AI更加持久
swift-sdk
modelcontextprotocol
The official Swift SDK for Model Context Protocol servers and clients.
ShipSwift
signerlabs
AI-native SwiftUI component library with full-stack recipes — connect via MCP for instant access.
LitterBox
BlackSnufkin
A secure sandbox environment for malware developers and red teamers to test payloads against detection mechanisms before deployment. Integrates with LLM agents via MCP for enhanced analysis capabilities.
kotlin-sdk
modelcontextprotocol
The official Kotlin SDK for Model Context Protocol servers and clients. Maintained in collaboration with JetBrains
jshookmcp
vmoranv
js hook toolkit that all you need
elevenlabs-mcp
elevenlabs
The official ElevenLabs MCP server
repowise
repowise-dev
Codebase intelligence for AI-assisted engineering teams — auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.
awesome-hacking-lists
taielab
A curated collection of top-tier penetration testing tools and productivity utilities across multiple domains. Join us to explore, contribute, and enhance your hacking toolkit!
ai-engineering-interview-questions
amitshekhariitbhu
Your Cheat Sheet for AI Engineering Interview – Questions and Answers.
open-trading-api
koreainvestment
Korea Investment & Securities Open API Github
npcpy
NPC-Worldwide
The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.
docs-mcp-server
arabold
Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Tools
claude-init
cfrs2005
Claude Code 中文开发套件 - 为中国开发者定制的零门槛 AI 编程环境。一键安装完整中文化体验，集成 MCP 服务器、智能上下文管理、安全扫描，支持免翻墙访问。让 AI 编程更简单。
paper-search-mcp
openags
MCP, CLI, Skills for searching and downloading academic papers from multiple sources like arXiv, PubMed, bioRxiv, etc.
claude-code-mcp
steipete
Claude Code as one-shot MCP server to have an agent in your agent.
sre
SmythOS
The SmythOS Runtime Environment (SRE) is an open-source, cloud-native runtime for agentic AI. Secure, modular, and production-ready, it lets developers build, run, and manage intelligent agents across local, cloud, and edge environments.
langchain4j-aideepin
moyangzhan
基于AI的工作效率提升工具（聊天、绘画、知识库、工作流、 MCP服务市场、语音输入输出、长期记忆） | Ai-based productivity tools (Chat,Draw,RAG,Workflow,MCP marketplace, ASR,TTS, Long-term memory etc)
mcp-windbg
svnscha
Model Context Protocol for WinDBG
browserwing
browserwing
BrowserWing turns your browser actions into MCP commands Or Claude Skill, allowing AI agents to control browsers efficiently and reliably. Say goodbye to slow, token-heavy LLM interactions — let agents call commands directly for faster automation. Perfect for AI-driven tasks, browser automation, and boosting productivity.
tabularis
TabularisDB
A lightweight, cross-platform database client for developers. Supports MySQL, PostgreSQL and SQLite. Hackable with plugins. Built for speed, security, and aesthetics.
xmcp
basementstudio
The TypeScript MCP framework
mysql_mcp_server
designcomputer
A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases
chunkhound
chunkhound
Local first codebase intelligence
web-eval-agent
refreshdotdev
An MCP server that autonomously evaluates web applications.
apple-docs-mcp
kimsungwhee
MCP server for Apple Developer Documentation - Search iOS/macOS/SwiftUI/UIKit docs, WWDC videos, Swift/Objective-C APIs & code examples in Claude, Cursor & AI assistants
xiaozhi-esp32-server-java
joey-zhou
小智ESP32的Java企业级管理平台，提供设备监控、音色定制、角色切换和对话记录管理的前后端及服务端一体化解决方案
grafbase
grafbase
[Acquired by The Guild] The Grafbase GraphQL Federation Gateway
antigravity-workspace-template
study8677
Workspace template + MCP server for Claude Code, Codex CLI, Cursor & Windsurf. Multi-agent knowledge engine (ag-refresh / ag-ask) that turns any codebase into a queryable AI assistant.
wenyan-mcp
caol64
文颜 MCP Server 可以让 AI 自动将 Markdown 文章排版后发布至微信公众号。
PrismerCloud
Prismer-AI
Prismer Cloud
A2V
Devin-AXIS
A2V: Next-Gen AI Value Compute Protocol.
ros-mcp-server
robotmcp
Connect AI models like Claude & GPT with robots using MCP and ROS.
amical
amicalhq
🎙️ AI Dictation App - Open Source and Local-first ⚡ Type 3x faster, no keyboard needed. 🆓 Powered by open source models, works offline, fast and accurate.
sceneview
sceneview
3D & AR SDK for Android (Jetpack Compose + Filament), iOS (SwiftUI + RealityKit), and Web. AI-first: llms.txt, MCP server, Copilot/Cursor rules. The only Compose-native 3D library.
AWorld
inclusionAI
Search, understand, reproduce, and improve an idea with ease
apify-mcp-server
apify
The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and automation tools available on the Apify Store.
fast-mcp
yjacquin
A Ruby Implementation of the Model Context Protocol
AIPex
AIPexStudio
AIPex: AI browser automation assistant, no migration and privacy first. Alternative to Manus Browser Operator、 Claude Chrome and Agent Browser
any-agent
mozilla-ai
A single interface to use and evaluate different agent frameworks
ApeRAG
apecloud
ApeRAG: Production-ready GraphRAG with multi-modal indexing, AI agents, MCP support, and scalable K8s deployment
minutes
silverstein
Every meeting, every idea, every voice note — searchable by your AI. Open-source, privacy-first conversation memory layer.
tuui
AI-QL
A desktop MCP client designed as a tool unitary utility integration, accelerating AI adoption through the Model Context Protocol (MCP) and enabling cross-vendor LLM API orchestration.
aso-skills
Eronred
AI agent skills for App Store Optimization (ASO) and app marketing. Built for indie developers, app marketers, and growth teams who want Cursor, Claude Code, or any Agent Skills-compatible AI assistant to help with keyword research, metadata optimization, competitor analysis, and app growth.
voicemode
mbailey
Natural (2-way) voice conversations with Claude Code
trpc-agent-go
trpc-group
trpc-agent-go is a powerful Go framework for building intelligent agent systems using large language models (LLMs) and tools.
Gearboy
drhelius
Game Boy / Game Boy Color / Super Game Boy emulator, debugger and embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.
skybridge
alpic-ai
Skybridge is a Full-Stack TypeScript framework for MCP Apps and ChatGPT Apps. Type-safe. React-powered. Platform-agnostic.
agents
inkeep
Create AI Agents in a No-Code Visual Builder or TypeScript SDK with full 2-way sync. For shipping AI assistants and multi-agent AI workflows.
short-video-maker
gyoridavid
Creates short videos for TikTok, Instagram Reels, and YouTube Shorts using the Model Context Protocol (MCP) and a REST API.
ref-tools-mcp
ref-tools
Helping coding agents never make mistakes working with public or private libraries without wasting the context window.
flock
Onelevenvy
Flock is a workflow-based low-code platform for rapidly building chatbots, RAG, and coordinating multi-agent teams, powered by LangGraph, Langchain, FastAPI, and NextJS.（Flock 是一个基于workflow工作流的低代码平台，用于快速构建聊天机器人、RAG、Agent和Muti-Agent应用，采用 LangGraph、Langchain、FastAPI 和 NextJS 构建。）
open-cowork
OpenCoworkAI
Open-source AI agent desktop app for Windows & macOS. One-click install Claude Code, MCP tools, and Skills — with sandbox isolation, multi-model support, and Feishu/Slack integration.
better-chatbot
cgoinglove
Just a Better Chatbot. Powered by Agent & MCP & Workflows.
ai-dev-tools-zoomcamp
DataTalksClub
AI Dev Tools Zoomcamp is a free course that helps you use AI tools to write better code, faster. We're starting the first cohort of this course on November 18, 2025! Sign up here to join us 👇🏼
zen
sheshbabu
Selfhosted notes app. Single golang binary, notes stored as markdown within SQLite, full-text search, very low resource usage
quickstart-resources
modelcontextprotocol
A repository of servers and clients from the Model Context Protocol tutorials
burp-ai-agent
six2dez
Burp Suite extension that adds built-in MCP tooling, AI-assisted analysis, privacy controls, passive and active scanning and more
WebMCP
MiguelsPizza
Bringing the power of MCP to the web
rulesync
dyoshikawa
A Utility CLI for AI Coding Agents
vllm-mlx
waybarrios
OpenAI and Anthropic compatible server for Apple Silicon. Run LLMs and vision-language models (Llama, Qwen-VL, LLaVA) with continuous batching, MCP tool calling, and multimodal support. Native MLX backend, 400+ tok/s. Works with Claude Code.
lets-learn-mcp-python
microsoft
MCP Python Tutorial
jupyter-mcp-server
datalayer
🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.
minima
dmayboroda
On-premises conversational RAG with configurable containers
RedNote-MCP
iFurySt
🚀MCP server for accessing RedNote(XiaoHongShu, xhs).
SearChat
sear-chat
Search + Chat = SearChat(AI Chat with Search), Support OpenAI/Anthropic/VertexAI/Gemini, DeepResearch, SearXNG, Docker. AI对话式搜索引擎，支持DeepResearch, 支持OpenAI/Anthropic/VertexAI/Gemini接口、聚合搜索引擎SearXNG，支持Docker一键部署。
Awesome-MCP-Servers
YuzeHao2023
A curated list of Model Context Protocol (MCP) servers
mirobody
thetahealth
Your Data, Your AI — Health, Finance & More. Open Source, Privacy-First.
keeper.sh
ridafkih
Calendar sync tool & universal calendar MCP server. Aggregate, sync and control calendars on Google, Outlook, Office 365, iCloud, CalDAV or ICS.
xiaoyaosearch
dtsola
小遥搜索，听懂你的话、看懂你的图，用AI找到本地任何文件。让搜索像聊天一样简单。XiaoyaoSearch: Understands your words, reads your images, finds any local file with AI. Making search as easy as chatting.
fetcher-mcp
jae-jae
MCP server for fetch web page content using Playwright headless browser.
mcp-server-chatsum
chatmcp
Query and Summarize your chat messages.
tools
strands-agents
A set of tools that gives agents powerful capabilities.
telegram-mcp
chigwell
Telegram MCP server powered by Telethon to let MCP clients read chats, manage groups, and send/modify messages, media, contacts, and settings.
openops
openops-cloud
The batteries-included, No-Code FinOps automation platform, with the AI you trust.
nocturne_memory
Dataojitori
A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI with persistent, graph-like structured memory across any model, session, or tool. Drop-in replacement for OpenClaw.
mongodb-mcp-server
mongodb-js
A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.
codesight
Houseofmvps
Universal AI context generator. Saves thousands of tokens per conversation in Claude Code, Cursor, Copilot, Codex, and more.
CloudBase-MCP
TencentCloudBase
CloudBase MCP - Connect CloudBase to your AI Agent. Go from AI prompt to live app.
muapi-cli
SamurAIGPT
Official CLI for muapi.ai — generate images, videos & audio from the terminal. MCP server, 14 AI models, npm + pip installable.
MCPJungle
mcpjungle
Run all your MCP servers behind one endpoint
devops-ai-guidelines
VersusControl
First AI Journey for DevOps - with comprehensive learning paths, practical tips, and enterprise guidelines
LangAlpha
ginlix-ai
Claude Code for Finance
awesome-devops-mcp-servers
rohitg00
A curated list of awesome MCP servers focused on DevOps tools and capabilities.
MassGen
massgen
🚀 MassGen is an open-source multi-agent scaling system that runs in your terminal, autonomously orchestrating frontier models and agents to collaborate, reason, and produce high-quality results. | Join us on Discord: discord.massgen.ai
iwe
iwe-org
Markdown memory system for you and your AI agent
reactuse
childrentime
115+ production-ready React Hooks for sensors, UI, state & browser APIs. Tree-shakable, SSR-safe, TypeScript-first. Used by Shopee, PDD & Ctrip. Inspired by VueUse.
weave
Ataraxy-Labs
Entity-level git merge driver. Resolves false conflicts git invents when independent agents edit the same file. ~95% reduction vs. line-based merge.
agentic-radar
splx-ai
A security scanner for your LLM agentic workflows
mcp-jetbrains
JetBrains
A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc. Also, works with Android Studio
lean-ctx
yvgude
Reduce AI coding costs by 99% — MCP Server + Shell Hook for Cursor, Claude Code, Copilot, Windsurf, Gemini CLI & 24 tools. Single Rust binary, zero telemetry.
openinference
Arize-ai
OpenTelemetry Instrumentation for AI Observability
claude-delegator
jarrodwatts
Delegate tasks to Codex and Gemini directly from within Claude Code.
mcp-neo4j
neo4j-contrib
Neo4j Labs Model Context Protocol servers
mcpm.sh
pathintegral-institute
CLI MCP package manager & registry for all platforms and all clients. Search & configure MCP servers. Advanced Router & Profile features.
openapi-servers
open-webui
OpenAPI Tool Servers
davinci-resolve-mcp
samuelgursky
MCP server integration for DaVinci Resolve
MCP-Bridge
SecretiveShell
A middleware to provide an openAI compatible endpoint that can call MCP tools
OpenDerisk
derisk-ai
AI-Native Risk Intelligence Systems, OpenDeRisk——Your application system risk intelligent manager provides 7* 24-hour comprehensive and in-depth protection.
mcp-framework
QuantGeekDev
The Typescript MCP Framework
nuxt-mcp-dev
antfu
MCP server helping models to understand your Vite/Nuxt app better.
AI-Gateway
Azure-Samples
Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered by Azure API Management and Microsoft Foundry 🚀
awesome-openclaw
SamurAIGPT
A curated list of OpenClaw resources, tools, skills, tutorials & articles. OpenClaw (formerly Moltbot / Clawdbot) — open-source self-hosted AI agent for WhatsApp, Telegram, Discord & 50+ integrations.
mcp-scanner
cisco-ai-defense
Scan MCP servers for potential threats & security findings.
shellfirm
kaplanelad
Safety guardrails for ai coding agents and human terminal commands
memory-bank-mcp
alioshr
A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.
mix.core
mixcore
🚀 A future-proof enterprise web CMS supporting both headless and decoupled approaches. Build any type of app with customizable APIs on ASP.NET Core/.NET Core. Completely open-source and designed for flexibility. Since 2018.
wassette
microsoft
Wassette: A security-oriented runtime that runs WebAssembly Components via MCP
KiCAD-MCP-Server
mixelpixx
KiCAD MCP is a Model Context Protocol (MCP) implementation that enables Large Language Models (LLMs) like Claude to directly interact with KiCAD for printed circuit board design.
kubectl-mcp-server
rohitg00
Published in CNCF Landscape: A MCP server for Kubernetes.
ai-setup
caliber-ai-org
Continuously sync your AI setups with one command. Codebase tailor suited agent skills, MCPs and config files for Claude Code, Cursor, and Codex.
kordoc
chrisryugj
모두 파싱해버리겠다 — HWP, HWPX, PDF, XLSX, DOCX → Markdown. CLI + MCP Server
hyper-mcp
hyper-mcp-rs
📦️ A fast, secure MCP server that extends its capabilities through WebAssembly plugins.
statespace
statespace-tech
Search for the agentic web.
arcade-mcp
ArcadeAI
The best way to create, deploy, and share MCP Servers
freecad-mcp
neka-nat
FreeCAD MCP(Model Context Protocol) server
webclaw
0xMassi
Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API, and MCP server.
VectorCode
Davidyz
A code repository indexing tool to supercharge your LLM experience.
ios-simulator-skill
conorluddy
An IOS Simulator Skill for ClaudeCode. Use it to optimise Claude's ability to build, run and interact with your apps. I mainly use it as an xcodebuild wrapper to save context.
mcp-knowledge-graph
shaneholloman
MCP server enabling persistent memory for Claude through a local knowledge graph - fork focused on local development
annas-mcp
iosifache
MCP server and CLI tool for searching and downloading documents from Anna's Archive
flow-like
TM9657
Flow-Like: Strongly Typed Enterprise Scale Workflows. Built for scalability, speed, seamless AI integration and rich customization.
MeiGen-AI-Design-MCP
jau123
Supports GPT Image 2, Nanobanana & ComfyUI, with a 1,400+ prompt library, carefully crafted hooks and a multi-task orchestration system
scira-mcp-chat
zaidmukaddam
A minimalistic MCP client with a good feature set.
mcp-google-sheets
xing5
This MCP server integrates with your Google Drive and Google Sheets, to enable creating and modifying spreadsheets.
yokai
ankorstore
Simple, modular, and observable Go framework for backend applications.
bank-api
erwinkramer
The Bank API is a design reference project suitable to bootstrap development for a compliant and modern API.
web-search-mcp
mrkrsl
A simple, locally hosted Web Search MCP server for use with Local LLMs
golf
golf-mcp
Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI Agents
Foundry
promptise-com
The foundation layer for agentic intelligence.
browser-use-mcp-server
kontext-security
Browse the web, directly from Cursor etc.
coderunner
instavm
A local sandbox for your AI agents
supabase-mcp-server
alexander-zuev
Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and much more.
nekro-agent
KroMiose
NekroAgent 是一个面向多人互动场景的跨平台 Agent 框架，集 Claude Code 沙盒执行、工作区编排、长期记忆、结构化 MCP 管理与可视化控制台于一体，兼具高扩展性、多模态交互、实时状态推送和自动化运行能力。项目支持 QQ、Discord、Telegram、Minecraft、BilibiliLive、WeChat、Email、SSE(SDK) 等多种平台接入，应用于构建高智能聊天机器人，可扩展为具备代码执行、工具调用、插件协作和复杂任务处理能力的通用 Agent 系统
k8m
weibaohui
一款轻量级、跨平台的 Mini Kubernetes AI Dashboard，支持大模型+智能体+MCP(支持设置操作权限)，集成多集群管理、智能分析、实时异常检测等功能，支持多架构并可单文件部署，助力高效集群管理与运维优化。
glean
LeslieLeung
A self-hosted RSS reader and personal knowledge management tool.
gemini-skill
WJZ-P
gemini drawing MCP & skill through browser, can be used in openclaw or any agent that supports MCP. Gemini画图 MCP和sill，支持龙虾或任何agent使用٩(๑>◡<๑)۶
context-space
context-space
Ultimate Context Engineering Infrastructure, starting from MCPs and Integrations
LaunchStack
Deodat-Lawson
AI-powered StartUp Accelerator Engine built with Next.js, LangChain, PostgreSQL + pgvector. Upload, organize, and chat with documents. Includes predictive missing-document detection, role-based workflows, and page-level insight extraction.
heurist-agent-framework
heurist-network
A flexible multi-interface AI agent framework for building agents with reasoning, tool use, memory, deep research, blockchain interaction, MCP, and agents-as-a-service.
octocode-mcp
bgauryy
MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform any accessible codebase/s into AI-optimized knowledge on simple and complex flows | Find real implementations and live docs from anywhere
12306-mcp
Joooook
This is a 12306 ticket search server based on the Model Context Protocol (MCP).
ruby-sdk
modelcontextprotocol
The official Ruby SDK for the Model Context Protocol.
obsidian-mcp-tools
jacksteamdev
Add Obsidian integrations like semantic search and custom Templater prompts to Claude or any MCP client.
vllora
vllora
Debug your AI agents
AITreasureBox
superiorlu
🤖 Automatically collected AI repos, tools, websites, papers & tutorials. 实用AI百宝箱 💎
vibetest-use
browser-use
Vibetest MCP - automated QA testing using Browser-Use agents
openyak
openyak
OpenYak — open-source local AI agent for Windows, macOS, and Linux. A private, BYOK alternative to Claude Code, Claude for Work, and OpenAI Codex with 20+ tools, 100+ models via OpenRouter, MCP, and Ollama. Free, MIT-licensed, no telemetry.
claude-chatgpt-mcp
syedazharmbnr1
A Claude MCP tool to interact with the ChatGPT desktop app on macOS
drift
dadbodgeoff
Codebase intelligence for AI. Detects patterns & conventions + remembers decisions across sessions. MCP server for any IDE. Offline CLI.
aderyn
Cyfrin
Solidity Static Analyzer that easily integrates into your editor
codedb
justrach
Zig code intelligence server and MCP toolset for AI agents. Fast tree, outline, symbol, search, read, edit, deps, snapshot, and remote GitHub repo queries.
mcp-gsc
AminForou
Google Search Console Insights with Claude AI for SEOs
universal-db-mcp
Anarkh-Lee
通用数据库 MCP 连接器：支持 MySQL、PostgreSQL、Oracle、MongoDB 等 17 种数据库，支持 Claude Desktop、Cursor、Windsurf、VS Code、ChatGPT 等 50+ 平台，用自然语言查询和分析数据
agentscope-runtime
agentscope-ai
A production-ready runtime framework for agent apps with secure tool sandboxing, Agent-as-a-Service APIs, scalable deployment, full-stack observability, and broad framework compatibility.
nuwax
nuwax-ai
Nuwax Agent OS - The world's first universal agent operating system, building your private vertical general-purpose agent. 通用智能体操作系统，打造你私有的垂类通用智能体。新一代AI应用设计、开发、实践平台，无需代码，轻松创建，适合各类人群，支持多种端发布及API，提供完善的工作流、插件以及应用开发能力，RAG知识库与数据表存储能力，MCP接入以及开放能力。
figma-mcp-go
vkhanhqui
Figma MCP for free users — no rate limits, full read/write, text to designs, designs to code
bytechef
bytechefhq
Open-source, AI-native, low-code platform for API orchestration, workflow automation, and AI agent integration across internal systems and SaaS products.
samples
strands-agents
Agent samples built using the Strands Agents SDK.
lisa.py
ant4g0nist
LLDB MCP Integration + other helpful commands
awesome-claude-code-plugins
ccplugins
Awesome Claude Code plugins — a curated list of slash commands, subagents, MCP servers, and hooks for Claude Code
llm-functions
sigoden
Easily create LLM tools and agents using plain Bash/JavaScript/Python functions.
openmcp-client
LSTM-Kirigaya
All in one vscode plugin for mcp developer
llmwiki
lucasastorian
Open Source Implementation of Karpathy's LLM Wiki. Upload documents, connect your Claude account via MCP, and have it write your wiki !
pydantic-deepagents
vstorm-co
Build Claude Code–style deep agents in Python: tool-calling, sandboxed execution, multi-agent teams, skills, checkpoints, and unlimited context — all on Pydantic AI.
claude_agent_teams_ui
777genius
You're the CTO, agents are your team. They handle tasks on their own, message each other, and review each other's work. You just watch the kanban board and give high-level commands. Codex/Claude/OpenCode(75+ LLM providers). Build your AI company.
tradememory-protocol
mnemox-ai
Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, SHA-256 tamper detection, 17 MCP tools.
obot
obot-platform
Complete MCP Platform -- Hosting, Registry, Gateway, and Chat Client
next-devtools-mcp
vercel
Next.js Development for Coding Agent
mcp-searxng
ihor-sokoliuk
MCP Server for SearXNG
room
quoroom-ai
Open-source earning-focused swarm intelligence engine. Self-governing AI collectives (queen, workers, quorum voting) running locally via MCP. Works with Claude Code, Codex, or pay-per-use APIs.
token-savior
Mibayy
The MCP server that turns Claude into the only coding agent hitting 100% on a real benchmark. -77% active tokens, -76% wall time, 0 losses across 96 tasks on Claude Opus 4.7. Structural code navigation + persistent memory. Works with every MCP client.
Wax
christopherkarani
Single-file memory layer for AI agents, sub mili-second RAG on Apple Silicon. Metal Optimized On-Device. No Server. No API. One File. Pure Swift
mcpcan
Kymo-MCP
MCPCAN is a centralized management platform for MCP services. It deploys each MCP service using a container deployment method. The platform supports container monitoring and MCP service token verification, solving security risks and enabling rapid deployment of MCP services. It uses SSE, STDIO, and STREAMABLEHTTP access protocols to deploy MCP。
reverse-engineering-assistant
cyberkaida
MCP server for reverse engineering tasks in Ghidra 👩💻
HyperChat
BigSweetPotatoStudio
HyperChat is a Chat client that strives for openness, utilizing APIs from various LLMs to achieve the best Chat experience, as well as implementing productivity tools through the MCP protocol.
JiwuChat
KiWi233333
JiwuChat 🍂 - A lightweight cross-platform instant messaging app with integrated AI assistants (DeepSeek/Gemini/Kimi). Features real-time messaging, audio/video calls, multi-device sync, and customizable themes. Built with Vue3 & Tauri2 🍒
cuga-agent
cuga-project
CUGA is an open-source generalist agent harness for the enterprise, supporting complex task execution on web and APIs, OpenAPI/MCP integrations, composable architecture, reasoning modes, and policy-aware features.
open-ptc-agent
Chen-zexi
An open source implementation of code execution with MCP (Programatic Tool Calling)
zotero-mcp
cookjohn
It's a plugin extension in Zotero. Zotero MCP Plugin enables integration between AI assistants and Zotero through MCP. Zotero MCP Plugin 是一个 Zotero 插件，通过 MCP协议实现 AI 助手与 Zotero深度集成。插件支持文献检索、元 数据管理、全文分析和智能问答等功能，让 Claude、ChatGPT 等 AI 工具能够直接访问和操作您的文献库。
NornicDB
orneryd
Nornicdb is a distributed low-latency, Graph+Vector, Temporal MVCC with all sub-ms HNSW search, graph traversal, and writes. Using Neo4j Bolt/Cypher and qdrant's gRPC means you can switch with no changes. Then, adding intelligent features like schemas, managed embeddings, LLM reranking+inferrence, GPU accel, Auto-TLP, Memory Decay, and MCP server.
LetsFG
LetsFG
Agent-native flight search & booking. Saved $116 across 5 routes vs Google Flights (verified). 400+ airlines in 5 seconds. Join the community - Star and spread the word
Proxima
Zen4-bit
Multi-AI MCP Server - Connect ChatGPT, Claude, Gemini & Perplexity to your coding tools without any API
AgentChat
Shy2593666979
AgentChat 是一个基于 LLM 的智能体交流平台，内置默认 Agent 并支持用户自定义 Agent。通过多轮对话和任务协作，Agent 可以理解并协助完成复杂任务。项目集成 LangChain、Function Call、MCP 协议、RAG、Memory、HITL、Skill、Milvus 和 ElasticSearch 等技术，实现高效的知识检索与工具调用，使用 FastAPI 构建高性能后端服务。
awesome-mcp-security
Puliczek
🔥🔒 Awesome MCP (Model Context Protocol) Security 🖥️
alpaca-mcp-server
alpacahq
Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data analysis, and build strategies in plain English directly from your favorite LLM tools and IDEs
fim-one
fim-ai
LLM-powered Agent Runtime with Dynamic DAG Planning & Concurrent Execution
mcp-proxy
tbxark
An MCP proxy server that aggregates and serves multiple MCP resource servers through a single HTTP server.
Sentient
existence-master
A personal AI assistant for everyone
argo
xark-argo
ARGO is an open-source AI Agent platform that brings Local Manus to your desktop. With one-click model downloads, seamless closed LLM integration, and offline-first RAG knowledge bases, ARGO becomes a DeepResearch powerhouse for autonomous thinking, task planning, and 100% of your data stays locally. Support Win/Mac/Docker.
mcp-client-for-ollama
jonigl
A text-based user interface (TUI) client for interacting with MCP servers using Ollama. Features include agent mode, multi-server, model switching, streaming responses, tool management, human-in-the-loop, thinking mode, model params config, MCP prompts, custom system prompt and saved preferences. Built for developers working with local LLMs.
axon
harshkedia177
Graph-powered code intelligence engine — indexes codebases into a knowledge graph, exposed via MCP tools for AI agents and a CLI for developers.
pdf-reader-mcp
SylphxAI
📄 Production-ready MCP server for PDF processing - 5-10x faster with parallel processing and 94%+ test coverage
laravel-restify
BinarCode
Laravel API for Ai Agents and humans.
awesome-harness-engineering
ai-boost
Awesome list for AI agent harness engineering: tools, patterns, evals, memory, MCP, permissions, observability, and orchestration.
mcp-client-cli
adhikasp
A simple CLI to run LLM prompt and implement MCP client.
sentry-mcp
getsentry
An MCP server for interacting with Sentry via LLMs.
cupertino
mihaelamj
A local Apple Documentation crawler and MCP server. Written in Swift.
infio-copilot
infiolab
A Cursor-inspired AI assistant for Obsidian that offers smart autocomplete and interactive chat with your selected notes
MCP-Kali-Server
Wh0am123
MCP configuration to connect AI agent to a Linux machine.
wcgw
rusiaaman
Shell and coding agent on mcp clients
RAGLight
Bessouat40
RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, and now includes seamless MCP integration to connect external tools and data sources.
MCP
jina-ai
Official Jina AI Remote MCP Server
wren-engine
Canner
The open context engine for AI agents support 15+ data sources. Built on Rust and Apache DataFusion.
FofaMap
asaotomo
FofaMap v2.0 是一款基于 Python3 开发的全网首个 AI 驱动红队资产测绘智能体。在延续原有 FOFA 数据采集、存活检测、统计聚合、图标 Hash 及批量查询等核心功能的基础上，2.0 版本原生支持 MCP 协议，可无缝接入 Cursor、Claude 等 AI 平台。其核心内置了 AI 自我反思机制，能根据查询结果自动调优语法，并智能联动 Nuclei 推荐精准扫描策略，实现从“被动采集”到“主动智能决策”的红队作业进化。
idea-reality-mcp
mnemox-ai
Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.
how-to-vibecoding
1EchA
Vibecoding 系列教程：从环境搭建到多智能体协作，涵盖 MCP、Skills、Agent 分工治理
llm-search
snexus
Querying local documents, powered by LLM
awesome-mcp-servers
TensorBlock
A comprehensive collection of Model Context Protocol (MCP) servers
mcp-server-elasticsearch
elastic
mcp-server-elasticsearch — MCP server.
tool-ui
assistant-ui
UI components for AI interfaces
codexia
milisp
Agent Workstation for Codex CLI + Claude Code — with task scheduler, git worktree & remote control, skills management
AnyTool
HKUDS
"AnyTool: Universal Tool-Use Layer for AI Agents"
WebMCP
jasonjmcghee
Early WebMCP proposal / implementation - since evolved and worked on by much more capable folks that develop the web: https://github.com/webmachinelearning/webmcp
vibe
mondaycom
🎨 Vibe Design System - Official monday.com UI resources for application development in React.js
python-utcp
universal-tool-calling-protocol
Official python implementation of UTCP. UTCP is an open standard that lets AI agents call any API directly, without extra middleware.
agent-kit
KeyID-AI
Give Claude/Cursor email powers. 27 MCP tools — inbox, send, reply, contacts, search. Free, no signup.
MCP-Nest
rekog-labs
A NestJS module to effortlessly create Model Context Protocol (MCP) servers for exposing AI tools, resources, and prompts.
MemoMind
24kchengYe
Give your AI agent a brain that remembers. Local memory system for Claude Code — 100% private, GPU-accelerated, zero cloud dependency.
oxideterm
AnalyseDeCircuit
Local-first SSH workspace for local shells and remote machines — SSH, SFTP, trzsz, port forwarding, lightweight remote editing, file management, and BYOK AI in one native binary. Built with Tauri 2 and pure Rust SSH. Zero Electron, zero OpenSSL, zero telemetry, and no app subscription for core SSH workflows.
ai-trader
whchien
Backtrader-powered backtesting framework for algorithmic trading, featuring 20+ strategies, multi-market support, CLI tools, and an integrated MCP server for professional traders.
reddit-mcp-buddy
karanb192
Clean, LLM-optimized Reddit MCP server. Browse posts, search content, analyze users. No fluff, just Reddit data.
ai-code-helper
liyupi
2025 年 AI 编程助手实战项目（作者：程序员鱼皮），基于 Spring Boot 3.5 + Java 21 + LangChain4j + AI 构建智能编程学习与求职辅导机器人，覆盖 AI 大模型接入、LangChain4j 核心特性、流式对话、Prompt 工程、RAG 检索增强、向量数据库、Tool Calling 工具调用、MCP 模型上下文协议、Web 爬虫、安全防护、Vue.js 前端开发、SSE 服务端推送等企业级 AI 应用开发技术。帮助开发者掌握 AI 时代必备技能，熟悉 LangChain 框架，提升编程学习效率和求职竞争力，成为企业需要的 AI 全栈开发人才。
cclsp
ktnyt
Claude Code LSP: enhance your Claude Code experience with non-IDE dependent LSP integration.
mcp-gateway-registry
agentic-community
Enterprise-ready MCP Gateway & Registry that centralizes AI development tools with secure OAuth authentication, dynamic tool discovery, and unified access for both autonomous AI agents and AI coding assistants. Transform scattered MCP server chaos into governed, auditable tool access with Keycloak/Entra integration.
Feishu-MCP
cso1z
Feishu / Lark 飞书文档与任务管理工具，支持 MCP 服务器和 CLI + Skill 两种使用方式，可无缝集成 Cursor、Claude Code、Cline 等 AI 编码工具
mineru-tianshu
magicyuan876
天枢 - 企业级 AI 一站式数据预处理平台 | PDF/Office转Markdown | 支持MCP协议AI助手集成 | Vue3+FastAPI全栈方案 | 文档解析 | 多模态信息提取
flux-operator
controlplaneio-fluxcd
GitOps on Autopilot Mode
ScienceClaw
beita6969
🔬🦞 A self-evolving AI research colleague for scientists. 285 skills, zero hallucination, persistent memory.
mcp-nixos
utensils
MCP-NixOS - Model Context Protocol Server for NixOS resources
phpMyFAQ
thorsten
phpMyFAQ - Open Source FAQ web application for PHP 8.3+ and MySQL, PostgreSQL and other databases
Overture
SixHq
Overture is an open-source, locally running web interface delivered as an MCP (Model Context Protocol) server that visually maps out the execution plan of any AI coding agent as an interactive flowchart/graph before the agent begins writing code.
mcp-link
automation-ai-labs
Convert Any OpenAPI V3 API to MCP Server
cloudsword
wgpsec
一款帮助云租户发现和测试云上风险、增强云上防护能力的综合性开源工具
cheatengine-mcp-bridge
miscusi-peek
Connect Cursor, Copilot & Claude AI directly to Cheat Engine via MCP. Automate reverse engineering, pointer scanning, and memory analysis using natural language.
cloud-run-mcp
GoogleCloudPlatform
MCP server to deploy apps to Cloud Run
agency-orchestrator
jnMetaCode
🚀 One sentence → multi-AI-role collaboration → complete plan in minutes. 211+ expert roles, zero-code YAML, 9 LLM providers (6 free). 一句话调度多个AI专家自动协作，几分钟交付完整方案。
FantasyPremierLeague
joreilly
Fantasy Premier League Kotlin/Compose Multiplatform sample
GhidrAssistMCP
symgraph
An native MCP server extension for Ghidra
google-search
web-agent-master
A Playwright-based Node.js tool that bypasses search engine anti-scraping mechanisms to execute Google searches. Local alternative to SERP APIs with MCP server integration.
JSReverser-MCP
NoOne-hub
JSReverser-MCP 是一个面向 JavaScript 逆向分析的 MCP 工具，专门用于帮助开发者在真实浏览器环境中高效定位前端核心逻辑。它 将脚本检索、断点调试、函数 Hook、网络请求追踪、调用链分析、混淆还原和风险评估整合为统一能力，可直接接入 Claude、 Codex、Cursor 等支持 MCP 的客户端。你可以连接已开启的 Chrome，在登录态页面下持续采样请求参数与返回数据，快速定位签名、 加密、鉴权和关键业务流程。工具同时支持自动化页面操作与结构化报告导出，适合用于接口分析、安全研究、前端调试与工程排障等 场景
stealth-browser-mcp
vibheksoni
The only browser automation that bypasses anti-bot systems. AI writes network hooks, clones UIs pixel-perfect via simple chat.
claude-talk-to-figma-mcp
arinspunk
A Model Context Protocol (MCP) that allows Claude Desktop and other AI tools (Claude Code, Cursor, Antigravity, etc.) to read, analyze, and modify Figma designs
GalwayBus
joreilly
Galway Bus Kotlin Multiplatform project using Jetpack Compose and SwiftUI
Android-MCP
CursorTouch
MCP Server for interacting with Android Devices.
mcp-sequentialthinking-tools
spences10
🧠 An adaptation of the MCP Sequential Thinking Server to guide tool usage. This server provides recommendations for which MCP tools would be most effective at each stage.
line-bot-mcp-server
line
MCP server that integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.
mcp-google-ads
cohnen
An MCP tool that connects Google Ads with Claude AI/Cursor and others, allowing you to analyze your advertising data through natural language conversations. This integration gives you access to campaign information, performance metrics, keyword analytics, and ad management—all through simple chat with Claude, Cursor or Windsurf.
mcp-pointer
etsd-tech
MCP tool: let you point at DOM elements for your favorite agentic coding tool. Let AI see what you see.
UnrealGenAISupport
prajwalshettydev
Unreal Engine plugin for LLM/GenAI models & MCP UE5 server. OpenAI GPT-5, Deepseek R1, Claude Opus/Sonnet, Gemini 3, Grok 4, Alibaba Qwen, Kimi, ElevenLabs TTS, Inworld, OpenRouter, Groq, GLM, Ollama, Local, Meshy, Tripo, Hunyuan3D, Rodin, fal, Dashscope, Seedream. NPC AI, agentic, chat, 3D gen, TTS, multimodal, image gen. UnrealMCP/UnrealClaude
claude-code-cli
huangserva
这是 Claude Code 的 CLI 客户端主体（src/ 目录），即整个终端交互层的源码。具体包含： 1. CLI 入口与命令解析 — main.tsx（4684行）、entrypoints/（CLI 模式、SDK 模式、MCP 模式） 2. 终端 UI 渲染 — components/（144 个组件，用 React + Ink 渲染终端界面） 3. 工具系统 — tools/（43 个工具，Bash、文件读写编辑、Grep、Glob、Web 搜索等） 4. API 通信层 — services/api/（与 Anthropic 后端通信） 5. MCP 协议 6. 多 Agent/Team 协作 l 7. 认证与策略 8. 辅助服务 等
Unreal_mcp
ChiR24
A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal Engine through the native C++ Automation Bridge plugin. Built with TypeScript and C++.
ThinkWatch
ThinkWatchProject
Enterprise AI bastion host for secure AI API and MCP access, with unified proxying, RBAC, audit logs, rate limiting, and cost tracking across OpenAI, Anthropic, Gemini, and self-hosted LLMs.
minecraft-mcp-server
yuniko-software
A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecraft character in real-time, allowing AI assistants to build structures, explore the world, and interact with the game environment through natural language instruction
multimodal-agents-course
the-ai-merge
An MCP Multimodal AI Agent with eyes and ears!
iterm-mcp
ferrislucas
A Model Context Protocol server that executes commands in the current iTerm session - useful for REPL and CLI assistance
FinanceMCP
guangxiangdebizi
这是一个金融领域相关的mcp,本项目通过集成 Tushare API 和 Binance API 为语言模型（如Claude）提供全面的实时金融数据访问能力，支持股票、基金、债券、宏观经济指标、稳定币、虚拟货币等多维度金融数据分析。其中也包含了金融数据查询、财经新闻查询、国家统计局数据查询等
dbt-mcp
dbt-labs
A MCP (Model Context Protocol) server for interacting with dbt.
Mantic.sh
marcoaapfortes
A structural code search engine for Al agents.
pi-mcp-adapter
nicobailon
Token-efficient MCP adapter for Pi coding agent
sonarqube-mcp-server
SonarSource
SonarQube MCP Server
Godot-MCP
ee0pdt
An MCP for Godot that lets you create and edit games in the Godot game engine with tools like Claude
UnrealClaude
Natfii
Claude Code CLI integration for Unreal Engine 5.7 - Get AI coding assistance with built-in UE5.7 documentation context directly in the editor.
tda
irockel
TDA - Thread Dump Analyzer (for Java). Analyze your Thread Dumps with a GUI or use it as MCP Server.
mcp-mermaid
hustcc
❤️ Generate mermaid diagram and chart with AI MCP dynamically.
marmot
marmotdata
Marmot is an open-source data catalog designed for teams who want powerful data discovery without enterprise complexity. Catalog every data asset, enrich it with the context that matters and make it accessible to your team and your AI tools.
mcpc
apify
A universal CLI client for MCP. mcpc supports persistent sessions, stdio/HTTP, OAuth 2.1, tasks, JSON output for code mode, proxy for AI sandboxes, x402, and more.
mcp-security-hub
FuzzingLabs
A growing collection of MCP servers bringing offensive security tools to AI assistants. Nmap, Ghidra, Nuclei, SQLMap, Hashcat and more.
concierge
concierge-hq
🚀 Universal SDK for building next-gen MCP servers
home-assistant-vibecode-agent
Coolver
Home Assistant MCP server agent. Enable Claude Code, Cursor, VS Code or any MCP-enabled IDE to help you vibe-code and manage Home Assistant: create and debug automations, design dashboards, tweak themes, modify configs, and deploy changes using natural language
pgmcp
subnetmarco
An MCP server to query any Postgres database in natural language.
haiku.rag
ggozad
Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling
vestige
samvallad33
Cognitive memory for AI agents — FSRS-6 spaced repetition, 29 brain modules, 3D dashboard, single 22MB Rust binary. MCP server for Claude, Cursor, VS Code, Xcode, JetBrains.
n8n-workflow-builder
makafeli
AI assistant integration for n8n workflow automation through Model Context Protocol (MCP). Connect Claude Desktop, ChatGPT, and other AI assistants to n8n for natural language workflow management.
human-skill-tree
24kchengYe
🌳 AI-Powered Skill Tree for Lifelong Human Learning. 30+ skills from K-12 to career & social intelligence, built on cognitive science. | 人类养成记：AI 驱动的终身学习技能树
LLM-Agents-Ecosystem-Handbook
oxbshw
One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evaluation tools.
google-meta-ads-ga4-mcp
irinabuht12-oss
MCP server for Google Ads, Meta Ads & GA4 — works with ChatGPT, Claude, Cursor, n8n, Windsurf & more. 250+ tools for campaign management, analytics & optimization.
claude-debugs-for-you
jasonjmcghee
Enable any LLM (e.g. Claude) to interactively debug any language for you via MCP and a VS Code Extension
maverick-mcp
wshobson
MaverickMCP - Personal Stock Analysis MCP Server
claude-code-mastery
TheDecipherist
The complete guide to Claude Code: CLAUDE.md, hooks, skills, MCP servers, and commands
mcp-redis
redis
The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently
biomcp
genomoncology
BioMCP: Biomedical Model Context Protocol
web-agent-protocol
OTA-Tech-AI
🌐Web Agent Protocol (WAP) - Record and replay user interactions in the browser with MCP support
google-docs-mcp
a-bonus
The Ultimate Google Docs, Sheets, Drive, Gmail, & Google Calendar MCP Server. This MCP (primarily for use in Claude Desktop) gains full access to your google suite and lets claude do its thing.
copilot-mcp
VikashLoomba
A VSCode extension that lets you find and install Agent Skills and MCP Apps to use with GitHub Copilot, Claude Code, and Codex CLI.
everything-claude-code-zh
xu-xiang
everything-claude-code 中文翻译项目：完整的 Claude Code 配置集合（agents, skills, hooks, commands, rules, MCPs）。源自 Anthropic 黑客松获胜者的实战配置，助力中文工程师高效理解与使用 Claude Code。
vibe-check-mcp-server
PV-Bhat
Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for complex and long-horizon agent workflows. KISS your over-eager AI Agents goodbye! Effective for: Coding, Ambiguous Tasks, High-Risk tasks
obsidian-mcp-server
cyanheads
MCP server for Obsidian vaults — read, write, search, and surgically edit notes, tags, and frontmatter via the Local REST API plugin.
director
fdmtl
MCP Playbooks for AI agents
mcp-hub
ravitemer
A centralized manager for Model Context Protocol (MCP) servers with dynamic server management and monitoring
mcp-remote-macos-use
baryhuang
The only general AI agent that does NOT requires extra API key, giving you full control on your local and remote MacOs from Claude Desktop App
CoexistAI
SPThole
CoexistAI is a modular, developer-friendly research assistant framework . It enables you to build, search, summarize, and automate research workflows using LLMs, web search, Reddit, YouTube, and mapping tools—all with simple MCP tool calls or API calls or Python functions.
docker-mcp
QuantGeekDev
A docker MCP Server (modelcontextprotocol)
cordum
cordum-io
The open agent control plane. Govern autonomous AI agents with pre-execution policy enforcement, approval gates, and audit trails. Works with LangChain, CrewAI, MCP, and any framework.
matlab-mcp-core-server
matlab
Run MATLAB® using AI applications with the official MATLAB MCP Server from MathWorks®. This MCP server for MATLAB supports a wide range of coding agents like Claude Code® and Visual Studio® Code.
blockrun-mcp
BlockRunAI
Live data for AI agents — search, research, markets, crypto, X/Twitter. Pay-per-call via x402 micropayments.
roam-code
Cranot
Architectural intelligence layer for AI coding agents. Structural graph, architecture governance, multi-agent orchestration, vulnerability mapping. 139 commands, 101 MCP tools, 26 languages, 100% local.
applescript-mcp
peakmojo
MCP server that execute applescript giving you full control of your Mac
travel-hacking-toolkit
borski
AI-powered travel hacking with points, miles, and award flights. Drop-in skills and MCP servers for OpenCode and Claude Code.
opentabs
opentabs-dev
Browser automation clicks buttons. OpenTabs calls APIs.
polymarket-mcp-server
caiovicentino
🤖 AI-Powered MCP Server for Polymarket - Enable Claude to trade prediction markets with 45 tools, real-time monitoring, and enterprise-grade safety features
codex-mcp-server
tuannvm
MCP server wrapper for OpenAI Codex CLI that enables Claude Code to leverage Codex's AI capabilities directly.
claude-code-skills
levnikolaevich
Plugin suite + bundled MCP servers for Claude Code. Full delivery lifecycle: Agile pipeline with multi-model AI review, project bootstrap, documentation generation, codebase audits, performance optimization, community workflows. Includes hex-line (hash-verified editing), hex-graph (code knowledge graph), and hex-ssh (remote SSH) MCP servers.
airtable-mcp-server
domdomegg
🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases
claude-code-statusline
rz1989s
Transform your Claude Code terminal with atomic precision statusline. Features flexible layouts, real-time cost tracking, MCP monitoring, prayer times, and beautiful themes.
prometheus-mcp-server
pab1it0
A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.
mcp-server-spec-driven-development
formulahendry
Spec-Driven Development MCP Server, not just Vibe Coding
nexus
Nexus-Router
Govern & Secure your AI
agent
1mcp-app
A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.
mcp
cloudflare
MCP server for the Cloudflare API
mcp
baidu-maps
Baidu Map MCP Server
lunar
TheLunarCompany
lunar.dev: Agent native MCP Gateway for governance and security
vmlx
jjang-ai
vMLX - Home of JANG_Q - Cont Batch, Prefix, Paged, KV Cache Quant, VL - Powers MLX Studio. Image gen/edit, OpenAI/Anth
Redbook-Search-Comment-MCP2.0
chenningling
这是一款基于 Playwright 开发的小红书自动搜索和评论工具，作为 MCP Server，可通过特定配置接入 MCP Client（如Claude for Desktop），帮助用户自动完成登录小红书、搜索关键词、获取笔记内容及发布AI生成评论等操作。
mcp-for-argocd
argoproj-labs
An implementation of Model Context Protocol (MCP) server for Argo CD.
swarmclaw
swarmclawai
Self-hosted multi-agent AI runtime with MCP server support. Build, orchestrate, and run autonomous agents with memory, skills, schedules, and 23+ LLM providers (Claude, GPT, Gemini, OpenRouter, Ollama).
memorix
AVIDS2
Open-source cross-agent memory layer for coding agents via MCP. Compatible with Cursor, Claude Code, Codex, Windsurf, Gemini CLI, GitHub Copilot, Kiro, OpenCode, Antigravity, and Trae.
claude-video-vision
jordanrendric
Give Claude the ability to watch and understand videos — Claude Code plugin with frame extraction and multimodal audio analysis
jadx-mcp-server
zinja-coder
MCP server for JADX-AI Plugin
lsbot
ruilisi
Lean & Secure Bot
groundhog
ghuntley
Groundhog's primary purpose is to teach people how Cursor and all these other coding agents work under the hood. If you understand how these coding assistants work from first principles, then you can drive these tools harder (or perhaps make your own!).
anytype-mcp
anyproto
An MCP server enabling AI assistants to interact with Anytype - your encrypted, local and collaborative wiki - to organize objects, lists, and more through natural language.
robloxstudio-mcp
boshyxd
Create agentic AI workflows in ROBLOX Studio
mcp-reddit
adhikasp
A Model Context Protocol (MCP) server that provides tools for fetching and analyzing Reddit content.
Agent
macOS26
Any AI, replaces Claude Code, Cursor, OpenClaw. 17+ LLM providers (Claude, OpenAI, Gemini, Ollama, Zai, HF, Qwen) wired into a native Mac app that writes code, builds Xcode projects, bumps versions, manages git, automate Safari, AppleScript 50 apps, extend w/ MCP Servers, run tasks from your iPhone via Messages, drive any Accessible app.
memora
agentic-box
Give your AI agents persistent memory.
mcp
mondaycom
Enable AI agents to work reliably - giving them secure access to structured data, tools to take action, and the context needed to make smart decisions.
Agentfy
Agentfy-io
🤖 Agentfy is a modular microservices architecture designed to process user requests and execute workflows across multiple social media platforms. ASK ONCE, LET THE AGENT DO THE REST!
UE5-MCP
VedantRGosavi
MCP for Unreal Engine 5
todoist-mcp-server
abhiz123
MCP server for Todoist integration enabling natural language task management with Claude
automation-mcp
ashwwwin
Control your Mac with detailed mouse, keyboard, screen, and window management capabilities.
volcano-agent-sdk
Kong
🌋 Build AI agents that seamlessly combine LLM reasoning with real-world actions via MCP tools — in just a few lines of TypeScript.
Context-Engine
Context-Engine-AI
Context-Engine MCP - Agentic Context Compression Suite
apktool-mcp-server
zinja-coder
A MCP Server for APK Tool (Part of Android Reverse Engineering MCP Suites)
skillz
intellectronica
An MCP server for loading skills (shim for non-claude clients).
mcp-hfspace
evalstate
MCP Server to Use HuggingFace spaces, easy configuration and Claude Desktop mode.
mcp-graphql
blurrah
Model Context Protocol server for GraphQL
azan-mcp
ahmedeltaher
Azan + Prayer Time + MCP + AI Agents + Islamic + Salah + A lightweight MCP library to calculate prayer times and trigger Azan with a single tool call. If you’re building an AI agent or prayer application, there’s no need to deal with astronomical calculations, timezones, or edge cases again.
claude-skills-mcp
K-Dense-AI
MCP server for searching and retrieving Claude Agent Skills using vector search
mcp-youtube-transcript
jkawamoto
MCP server retrieving transcripts of YouTube videos
mcp-aktools
aahl
📈 提供股票、加密货币的数据查询和分析功能MCP服务器
1c_mcp
vladimir-kharin
Инструмент для создания MCP-серверов в 1С:Предприятие путем разработки расширения конфигурации. Позволяет интегрировать данные и функциональность 1С с AI-ассистентами (Claude, Cursor и т.д.). Включает Python-прокси и пример расширения 1С с готовыми инструментами.
solon-ai
opensolon
Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java25. It can also be embedded in SpringBoot, jFinal, Vert.x, Quarkus, and other frameworks.
graphlit-mcp-server
graphlit
Model Context Protocol (MCP) Server for Graphlit Platform
evm-mcp-server
mcpdotdirect
MCP server that provides LLMs with tools for interacting with EVM networks
daymon
daymonio
Daymon puts your favorite AI to work 24/7. It schedules, remembers, and orchestrates your own virtual team. Free.
db-mcp-server
FreePeak
A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.
ida-mcp-rs
blacktop
Headless IDA Pro MCP Server
mcp-teams-server
InditexTech
An MCP (Model Context Protocol) server implementation for Microsoft Teams integration, providing capabilities to read messages, create messages, reply to messages, mention members.
MCPSharp
afrise
MCPSharp is a .NET library that helps you build Model Context Protocol (MCP) servers and clients - the standardized API protocol used by AI assistants and models.
mcp-gateway
lasso-security
A plugin-based gateway that orchestrates other MCPs and allows developers to build upon it enterprise-grade agents.
hermes-mcp
cloudwalk
Elixir Model Context Protocol (MCP) SDK
abcoder
cloudwego
deep, reliable and confidential coding-context
studio
decocms
Open-source control plane for your AI agents. Connect tools, hire agents, track every token and dollar
mcp-server-azure-devops
Tiberriver256
An MCP server for Azure DevOps
tfmcp
nwiizo
🌍 Terraform Model Context Protocol (MCP) Tool - An experimental CLI tool that enables AI assistants to manage and operate Terraform environments. Supports reading Terraform configurations, analyzing plans, applying configurations, and managing state with Claude Desktop integration. ⚡️
Gearsystem
drhelius
Sega Master System / Game Gear / SG-1000 emulator, debugger and embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.
katmer-code
hkcanan
Claude Code inside Obsidian — academic research skills, inline diff editing, MCP support
ebook-mcp
onebirdrocks
A MCP server that supports mainstream eBook formats including EPUB, PDF and more. Simplify your eBook user experience with LLM.
MakeMoneyWithAI
garylab
A list of open-source AI projects you can use to generate income easily.
hookdeck-cli
hookdeck
CLI for Hookdeck: forward webhooks to localhost (ngrok alternative), manage and query Event Gateway resources (sources, connections, destinations, events), run the MCP server for AI agents. Free for dev.
BloodHound-MCP-AI
MorDavid
BloodHound-MCP-AI is integration that connects BloodHound with AI through Model Context Protocol, allowing security professionals to analyze Active Directory attack paths using natural language instead of complex Cypher queries.
outlook-mcp
ryaker
MCP server for Claude to access Outlook data via Microsoft Graph API
minthcm
minthcm
First AI‑enabled open-source Human Capital Management system that you can start using today.
iam-policy-autopilot
awslabs
IAM Policy Autopilot is an open source static code analysis tool that helps you quickly create baseline AWS IAM policies that you can refine as your application evolves. This tool is available as a command-line utility and MCP server for use within AI coding assistants for quickly building IAM policies.
boltmcp
boltmcp
boltmcp — MCP server.
Ace-Mcp-Node
yeuxuan
Acemcp 是一个高性能的 MCP (Model Context Protocol) 服务器，专为 AI 助手（如 Claude、GPT 等）提供代码库索引和语义搜索能力。通过 Acemcp，AI 助手可以： 🔍 快速搜索和理解大型代码库 📊 获取带行号的精确代码片段 🤖 自动增量更新索引 🌐 通过 Web 界面管理和调试
interactive-mcp
ttommyth
Vibe coding should have human in the loop! interactive-mcp: Local, cross-platform MCP server for interact with your AI Agent
linear-mcp-server
jerhadf
A server that integrates Linear's project management system with the Model Context Protocol (MCP) to allow LLMs to interact with Linear.
mcp-database-server
executeautomation
MCP Database Server is a new MCP Server which helps connect with Sqlite, SqlServer and Posgresql Databases
ai-agent-team
peterfei
AI Agent Team-拥有24/7专业AI开发团队：产品经理、前端开发、后端开发、测试工程师、DevOps工程师、技术负责人。一键安装，支持中英文命令，大幅提升开发效率！
octocode
Muvon
Semantic code searcher and codebase utility
gptr-mcp
assafelovic
MCP server for enabling LLM applications to perform deep research via the MCP protocol
coolify-mcp
StuMason
MCP server for Coolify — 38 optimized tools for managing self-hosted PaaS through AI assistants
private-journal-mcp
obra
A lightweight MCP server that provides Claude with a private journaling capability to process feelings and thoughts
PerformanceMonitor
erikdarlingdata
Free, open-source SQL Server performance monitoring — 32 collectors, real-time alerts, graphical plan viewer, MCP server for AI analysis. Supports SQL 2016-2025, Azure SQL, AWS RDS.
EDDI
labsai
Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus.
tinystruct
tinystruct
A lightweight, modular Java application framework for web and CLI development, designed for AI integration and plugin-based architecture. Enabling developers to create robust solutions with ease for building efficient and scalable applications.
redd-archiver
19-84
A PostgreSQL-backed archive generator that creates browsable HTML archives from link aggregator platforms including Reddit, Voat, and Ruqqus.
life-sciences
anthropics
Repo for the Claude Code Marketplace to use with the Claude for Life Sciences Launch. This will continue to host the marketplace.json long-term, but not the actual MCP servers.
desktop
agentify-sh
Agentify Desktop lets Codex/Claude/OpenCode control your logged-in ChatGPT, Claude, AiStudio, Gemini, Grok, Perplexity web sessions via MCP, parallel hidden/visible tabs, file upload + image download
entroly
juyterman1000
Entroly-Daemon: Self-Evolving Daemon. Compress 2M-token repos into a razor-sharp Principal Engineer's context. 85–99% fewer tokens, 100% accuracy retention (verified by live API benchmarks). Built for Cursor, Claude Code, Opus, Codex, GPT & Custom Providers.
mcp-server-code-execution-mode
elusznik
An MCP server that executes Python code in isolated rootless containers with optional MCP server proxying. Implementation of Anthropic's and Cloudflare's ideas for reducing MCP tool definitions context bloat.
opencode-studio
Microck
web GUI for securely managing local OpenCode configuration
meta-ads-analyzer
mathiaschu
Meta Ads Analyzer skill + MCP server for Claude Code. Breakdown Effect, Learning Phase, and expert-level campaign diagnosis.
CAD-MCP
daobataotie
CAD MCP Server
after-effects-mcp
Dakkshin
MCP Server for Adobe After Effects. Enables remote control (compositions, text, shapes, solids, properties) via the Model Context Protocol using ExtendScript.
telegram-mcp
chaindead
Telegram MCP for managing dialogs, messages, drafts, read statuses, and more.
DebugMCP
microsoft
Gift your VS Code agent a real debugger: breakpoints, stepping, inspection.
deepseek-mcp-server
DMontgomery40
Model Context Protocol server for DeepSeek's advanced language models
mcp-server-12306
drfccv
12306 MCP Server 是一个基于 Model Context Protocol (MCP) 的高性能火车票查询后端系统。它通过标准化接口提供官方 12306 的实时数据服务，包括余票查询、车站信息、列车经停站、中转换乘方案等核心功能。
generator
context-hub
CTX: a tool that solves the context management gap when working with LLMs like ChatGPT or Claude. It helps developers organize and automatically collect information from their codebase into structured documents that can be easily shared with AI assistants.
napi
nanoapi-io
Software architecture tooling for the AI age
token-optimizer-mcp
ooples
Intelligent token optimization for Claude Code - achieving 95%+ token reduction through caching, compression, and smart tool intelligence
mcp_massive
massive-com
An MCP server for Massive.com Financial Market Data
STS2MCP
Gennadiyev
Full agentic runs for Slay the Spire 2. A mod that exposes in-game state, and the MCP server for the mod.
skills-for-fabric
microsoft
A collection of skills and MCP systems to enable users of CLI, VSCode, Claude to operate over Microsoft Fabric
mcp-ical
Omar-V2
A Model Context Protocol Server that allows you to interact with your MacOS Calendar through natural language.
cve-mcp-server
mukul975
Production-grade MCP server giving Claude 27 security intelligence tools across 21 APIs — CVE lookup, EPSS scoring, CISA KEV, MITRE ATT&CK, Shodan, VirusTotal, and more.
mcp-linker
milisp
mcp store manager, add & syncs MCP server configurations across clients like Claude code, Cursor💡mcphub
imagesorcery-mcp
sunriseapps
An MCP server providing tools for image processing operations
mcp-documentation-server
andrea9293
MCP Documentation Server - Bridge the AI Knowledge Gap. ✨ Features: Document management • Gemini integration • AI-powered semantic search • File uploads • Smart chunking • Multilingual support • Zero-setup 🎯 Perfect for: New frameworks • API docs • Internal guides
mcp-git-ingest
adhikasp
A Model Context Protocol (MCP) server that helps read GitHub repository structure and important files.
openmcp
getdatanaut
Turn any openapi file into an mcp server, with just the tools you need.
kindly-web-search-mcp-server
Shelpuk-AI-Technology-Consulting
Kindly Web Search MCP Server: Web search + robust content retrieval for AI coding tools (Claude Code, Codex, Cursor, GitHub Copilot, Gemini, etc.) and AI agents (Claude Desktop, OpenClaw, etc.). Supports Serper, Tavily, and SearXNG.
claude-code-tool-manager
tylergraydev
GUI app to manage MCP servers for Claude Code
mcp-omnisearch
spences10
🔍 A Model Context Protocol (MCP) server providing unified access to multiple search engines (Tavily, Brave, Kagi, Exa), AI tools (Kagi FastGPT, Exa, Linkup), and content extraction services (Firecrawl, Tavily, Kagi). Includes GitHub search. All through a single interface.
llm-context.py
cyberchitta
Share code with LLMs via Model Context Protocol or clipboard. Rule-based customization enables easy switching between different tasks (like code review and documentation). Includes smart code outlining.
mcp-odoo
tuanle96
MCP Server for Odoo
mcp-claude-code
SDGLBL
MCP implementation of Claude Code capabilities and more
mcpsvr
nanbingxyz
Discover Exceptional MCP Servers
mcp-server-tree-sitter
wrale
MCP Server for Tree-sitter
comfyui-mcp-server
joenorton
lightweight Python-based MCP (Model Context Protocol) server for local ComfyUI
mcp-server-mas-sequential-thinking
FradSer
An advanced sequential thinking process using a Multi-Agent System (MAS) built with the Agno framework and served via MCP.
chrome-devtools-mcp
benjaminr
An MCP Server for Chrome DevTools, following the Chrome DevTools Protocol. Integrates with Claude Desktop and Claude Code.
aws-mcp
RafalWilinski
Talk with your AWS using Claude. Model Context Protocol (MCP) server for AWS. Better Amazon Q alternative.
touchdesigner-mcp
8beeeaaat
MCP server for TouchDesigner
geminimcp
GuDaStudio
Gemini-MCP is an MCP server that encapsulates Google's Gemini CLI tool into a standard MCP protocol interface, enabling Claude Code to invoke Gemini for AI-assisted programming tasks.
claude-elixir-phoenix
oliver-kriska
Claude Code plugin for Elixir/Phoenix/LiveView — 20 specialist agents, Iron Laws enforcement, and Tidewave MCP integration. Plan features with parallel research agents, execute with automatic verification, review with 4-agent parallel audits, and capture learnings as reusable knowledge.
cross-code-organizer
mcpware
Cross-Code Organizer (formerly Claude Code Organizer): cross-harness config dashboard for Claude Code, Codex CLI, MCP servers, skills, memories, agents, sessions, security scanning, context budget, and backups.
swarmvault
swarmclawai
Inspired by Karpathy's LLM Wiki. Local-first RAG knowledge base compiler with MCP server (Claude Code, Codex, OpenCode, OpenClaw). Turn raw research into a persistent markdown wiki, knowledge graph, and hybrid search that compound over time.
hass-mcp
voska
Home Assistant MCP Server
mcp_flutter
Arenukvern
MCP server and MCP Toolkit for Flutter and Dart VM - supports dynamic tooling
claude-tradingview-mcp-trading
jackson-video-resources
Connect Claude Code to TradingView and execute trades automatically via BitGet
godot-mcp-pro
youichi-uda
162 MCP tools for AI-powered Godot 4 development. Scene, animation, 3D, physics, particles, audio, shader, input simulation, runtime analysis, navigation, testing & more. $5 one-time.
mcp-manager
amxv
simple web ui to manage mcp (model context protocol) servers in the claude app
laravel-claude-code-setup
laraben
One-command setup for AI-powered Laravel development with Claude Code and MCP servers
alfanous
Alfanous-team
Alfanous is an Arabic search engine API provides the simple and advanced search in Quran , more features and many interfaces...
reddit-mcp
Arindam200
Model Context Protocol server implementation for Reddit
discord-mcp
SaseQ
A MCP server for the Discord integration. Enable your AI assistants to seamlessly interact with Discord. Enhance your Discord experience with powerful automation capabilities.
mcp-google-map
cablate
A powerful Model Context Protocol (MCP) server providing comprehensive Google Maps API integration with LLM processing capabilities.
Ori-Mnemos
aayoawoyemi
Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.
unifi-mcp
sirkirby
MCP servers for the UniFi suite of applications, Network, Protect, Access, and Drive
embodied-claude
lifemate-ai
Claudeに身体性を与えるMCP群
mcp-mongo-server
kiliczsh
A Model Context Protocol Server for MongoDB
model-context-protocol-resources
cyanheads
Exploring the Model Context Protocol (MCP) through practical guides, clients, and servers I've built while learning about this new protocol.
claude-modular
oxygen-fragment
Production-ready modular Claude Code framework with 30+ commands, token optimization, and MCP server integration. Achieves 2-10x productivity gains through systematic command organization and hierarchical configuration.
mcp-reasoner
Jacck
A systematic reasoning MCP server implementation for Claude Desktop with beam search and thought evaluation.
deepcontext-mcp
Wildcard-Official
DeepContext is an MCP server that adds symbol-aware semantic search to Claude Code, Codex CLI, and other agents for faster, smarter context on large codebases.
yahoo-finance-mcp
Alex2Yang97
This is a Model Context Protocol (MCP) server that provides comprehensive financial data from Yahoo Finance. It allows you to retrieve detailed information about stocks, including historical prices, company information, financial statements, options data, and market news.
metorial-index
metorial
Metorial MCP Index - An ever growing list of open source MCP servers 📁 🎉
ctx
stevesolun
Skill, agent, MCP, and harness catalog for Claude Code/custom LLMs: 104,078-node LLM-wiki graph, 92,815 skills, 10,786 MCPs, 13 harnesses, and capped execution recommendations.
ultra-mcp
RealMikeChong
100x Your Claude Code, Gemini CLI, Cursor and/or any coding tools with MCP client support
mac_messages_mcp
carterlasalle
An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages.
sudocode
sudocode-ai
Lightweight agent orchestration dev tool that lives in your repo
rust-docs-mcp-server
Govcraft
🦀 Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddings/LLMs, and provides accurate context via a tool call.
h1-brain
PatrikFehrenbach
MCP server that connects AI assistants to HackerOne for bug bounty hunting
oreilly-ai-agents
sinanuozdemir
An introduction to the world of AI Agents
agent-trade-kit
okx
OKX trading MCP server — connect AI agents to spot, swap, futures, options & grid bots via the Model Context Protocol.
flyto-core
flytohub
The open-source execution engine for AI agents. 412 modules, MCP-native, triggers, queue, versioning, metering.
tmux-mcp
nickgnd
A MCP server for our beloved terminal multiplexer tmux.
claude-code-studio
arnaldo-delisio
Transform Claude Code into a complete development studio with 40+ specialized AI agents, MCP integrations, and enterprise-grade workflows
mcp-server-odoo
ivnvxd
A Model Context Protocol (MCP) server that enables AI assistants to securely interact with Odoo ERP systems through standardized resources and tools for data retrieval and manipulation.
claude-code-teams-mcp
cs50victor
use claude code's agent teams orchestraction with any harness
mcp-logseq
ergut
MCP server to interact with LogSeq via its Local HTTP API - enabling AI assistants like Claude to seamlessly read, write, and manage your LogSeq graph.
xero-mcp-server
XeroAPI
An MCP server that integrates with the MCP protocol. https://modelcontextprotocol.io/introduction
obsidian-claude-code-mcp
iansinnott
Connect Claude Code and other AI tools to your Obsidian notes using Model Context Protocol (MCP)
CoWork-OS
CoWork-OS
Local-first personal agentic OS and everything app for coding, knowledge work, web design, automations, and artifacts.
MARM-Systems
Lyellr88
Turn AI into a persistent, memory-powered collaborator. Universal MCP Server (supports HTTP, STDIO, and WebSocket) enabling cross-platform AI memory, multi-agent coordination, and context sharing. Built with MARM protocol for structured reasoning that evolves with your work.
sec-edgar-mcp
stefanoamorelli
A SEC EDGAR MCP (Model Context Protocol) Server
api200
API-200
API 200 is an open source API gateway to simplify 3rd-party integrations. Import endpoints, set up caching, retries, and mocks. Access all services via one URL. Monitor logs, track errors, and get alerts on API incidents.
vulnerable-mcp-servers-lab
appsecco
A collection of servers which are deliberately vulnerable to learn Pentesting MCP Servers.
tableau-mcp
tableau
Tableau's official MCP Server. Helping Agents see and understand data.
cnki-skills
cookjohn
CNKI (中国知网) skills for Claude Code — search, browse journals, download PDFs, export to Zotero via Chrome DevTools MCP
semble
MinishLab
Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read
MCP-Defender
MCP-Defender
Desktop app that automatically scans and blocks malicious MCP traffic in AI apps like Cursor, Claude, VS Code and Windsurf.
elementor-mcp
msrbuilds
WordPress plugin that turns Elementor into an MCP server — 97 AI-ready tools for building, editing, and managing page designs programmatically.
pwno-mcp
pwno-io
MCP for Pwn
claude-agent-sdk-master
ErlichLiu
Learn to build real-world applications with Claude Agent SDK. This tutorial takes you from basics to advanced implementations, covering essential integrations (Skills, MCP) and the core principles of human-AI interaction.
AgentRecall-MCP
Goldentrii
AI Session Memory with Think-Execute-Reflect Quality Loops — give your agent a brain that survives every session. Built on the Intelligent Distance principle.
ai-max
zhukunpenglinyutong
一键给Claude Code 提高智商，包含生产级 agents、skills、hooks、commands、rules 和 MCP 配置
vurb.ts
vinkius-labs
The Express.js for MCP Servers. Type-safe tools · Presenters that control what the LLM sees · Built-in PII redaction · Deploy once — every AI assistant connects.
pctx
portofcontext
pctx is the execution layer for agentic tool calls. It auto-converts agent tools and MCP servers into code that runs in secure sandboxes for token-efficient workflows.
bernstein
sipyourdrink-ltd
Deterministic orchestrator for 30+ CLI AI coding agents. Git worktree isolation, HMAC audit trail, MCP server mode.
foundry-mcp-server
PraneshASP
An experimental MCP Server for foundry built for Solidity devs
mysql_mcp_server_pro
wenb1n-dev
Model Context Protocol (MCP) server that supports secure interaction with MySQL databases and has anomaly analysis capabilities.更加牛逼！更加好用！不仅止于mysql的增删改查功能； 还包含了数据库异常分析能力；且便于开发者们进行个性化的工具扩展
chat-mcp
AI-QL
A Desktop Chat App that leverages MCP(Model Context Protocol) to interface with other LLMs.
purple
erickochen
Open-source terminal SSH manager and SSH config editor in Rust. Fuzzy search hundreds of hosts, sync from 16 clouds, transfer files, manage Docker and Podman over SSH, sign short-lived Vault SSH certs and expose an MCP server for AI agents.
mcp-telegram
dryeab
MCP Server for Telegram
mcp_chatbot
keli-wen
A chatbot implementation compatible with MCP (terminal / streamlit supported)
MCPBench
modelscope
The evaluation benchmark on MCP servers
weather-mcp-server
ezh0v
A lightweight Model Context Protocol (MCP) server that enables AI assistants like Claude to retrieve and interpret real-time weather data. Discuss on Hacker News:
mcp-local-rag
shinpr
Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero setup.
claude-config-editor
gagarinyury
Claude Config Editor is a lightweight web tool that helps you clean and optimize your Claude Code/Desktop config files (.claude.json). Analyze project sizes, bulk delete chat histories, export data for backup, manage servers visually, and speed up Claude—all locally, with auto-backup, no dependencies, and cross-platform support.
claude_code-gemini-mcp
RaiAnsar
Simplified Gemini for Claude Code.
PIXRA
dodufish
Pixelize the real world on-chain
claude-code-mcpinstall
undeadpickle
Easy guide to installing Claude Code MCPs globally on your machine.
intervals-mcp-server
mvilanova
Model Context Protocol (MCP) server for connecting Claude and ChatGPT with the Intervals.icu API.
Google-Research-MCP
mixelpixx
MCP Server built for use with Claude Code, Claude Desktop, VS Code, Cline - enable google search and ability to follow links and research websites
wikipedia-mcp
Rudra-ravi
A Model Context Protocol (MCP) server that retrieves information from Wikipedia to provide context to LLMs.
LycheeMem
LycheeMem
Lightweight Long-Term Memory for LLM Agents.
claude-ai-mcp
anthropics
claude-ai-mcp — MCP server.
anki-mcp-server
nailuoGG
MCP server for Anki via AnkiConnect
Octopoda-OS
RyjoxTechnologies
The open-source memory operating system for AI agents. Persistent memory, semantic search, loop detection, agent messaging, crash recovery, and real-time observability.
claude-in-mobile
AlexGladkov
MCP server for mobile and desktop automation — Android (via ADB), iOS Simulator (via simctl), and Desktop (Compose Multiplatform). Like Claude in Chrome but for mobile devices and desktop apps
mcp-engine-public
maxanatsko
The MCP Engine is a Power BI tool that lets AI assistants like Claude interact with your Power BI models programmatically: read your model structure, run DAX queries, create and modify measures, manage relationships, and perform advanced analytics - all through natural conversation.
gram
speakeasy-api
Securely scale AI usage across your organization. Control plane for building, securing and monitoring your agents, mcp and skills.
computer-use-mcp
domdomegg
💻 Give AI models complete control of your computer (probably a bad idea)
mcp-twikit
adhikasp
A Model Context Protocol (MCP) server for interacting with Twitter.
Lambda-MCP-Server
mikegc-aws
Creates a simple MCP tool server with "streaming" HTTP.
jebmcp
flankerhqd
jebmcp — MCP server.
claudemap
QuinnAho
google maps for vibecoders.
claude-gemini-mcp-slim
cmdaltctr
Lightweight MCP integration bringing Google's Gemini AI capabilities to Claude Code with 1M+ token context window, smart model selection, and powerful code analysis tools
XActions
nirholas
⚡ The Complete X/Twitter Automation Toolkit — Scrapers, MCP server for AI agents (Claude/GPT), CLI, browser scripts. No API fees. Open source. Unfollow people who don't follow back. Monitor real-time analytics. Auto follow, like, comment, scrape, without API.
clawdcursor
AmrDab
OS-agnostic, model-agnostic desktop automation server. Gives any AI agent eyes, hands, and ground-truth verification on Windows, macOS, and Linux.
penpot-mcp
montevive
Penpot MCP server
mindmap-mcp-server
YuChenSSR
mindmap, mcp server, artifact
ha-mcp-for-xiaozhi
c1pher-cn
Homeassistant MCP server for 小智AI
mcp-echarts
hustcc
🧬 Generate visual charts using ECharts with AI MCP dynamically, used for chart generation and data analysis.
mcp-todoist
greirson
MCP server that connects Claude to Todoist for natural language task and project management with bulk operations
persistent-ai-memory
savantskie
A persistent local memory for AI, LLMs, or Copilot in VS Code.
postman-mcp-server
postmanlabs
Connect your AI to your APIs on Postman
phone-mcp
hao-cyber
A phone control plugin for MCP that allows you to control your Android phone through ADB commands to connect any human
Context-Engineering-for-Multi-Agent-Systems
Denis2054
Save thousands of lines of code by building universal, domain-agnostic Multi-Agent Systems (MAS) through high-level semantic orchestration. This repository provides a production-ready blueprint for the Agentic Era, allowing you to replace rigid, hard-coded workflows with a dynamic transparent Context Engine that provides 100% transparency.
pasal
ilhamfp
Pasal.id - The first open, AI-native Indonesian legal platform. MCP server + REST API + web app giving AI grounded access Indonesian laws.
awesome-claude-code-config
Mizoreww
Production-ready Claude Code configuration with self-improvement loop, multi-language rules, MCP integrations, and custom skills
claude-context-local
FarhanAliRaza
Code search MCP for Claude Code. Make entire codebase the context for any coding agent. Embeddings are created and stored locally. No API cost.
flutter-skill
ai-dashboad
AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero config. Works with Claude, Cursor, Windsurf, Copilot. Test Flutter, React Native, iOS, Android, Web, Electron, Tauri, KMP, .NET MAUI — all from natural language.
mcp-n8n-workflow-builder
salacoste
AI-powered n8n workflow automation through natural language. MCP server enabling Claude AI & Cursor IDE to create, manage, and monitor workflows via Model Context Protocol. Multi-instance support, 17 tools, comprehensive docs. Build workflows conversationally without manual JSON editing.
scrumboy
markrai
Self-hosted kanban & project management with shareable boards, voice commands, sticky-notes and MCP support
explore-claude-code
LukeRenton
Learn Claude Code by exploring it as it was designed - interactive IDE-style docs for commands, MCP, skills, CLAUDE.md and more.
Frappe_Assistant_Core
buildswithpaul
Infrastructure that connects LLMs to ERPNext. Frappe Assistant Core works with the Model Context Protocol (MCP) to expose ERPNext functionality to any compatible Language Model
amazon-sorftime-research-MCP-skill
liangdabiao
亚马逊选品 之 Listing全维度穿透分析报告 加上 全品类分析 ，关键词分析，差评分析 ，市场调研 等等。OpenClaw /claude code agent skill, amazon sorftime research MCP 智能体skill.基于 Sorftime MCP 服务和 Claude Skills 的亚马逊竞品分析工具集。
agnix
agent-sh
The missing linter and lsp for AI coding assistants. Validate CLAUDE.md, AGENTS.md, SKILL.md, hooks, MCP. Plugin for all major IDEs included, with autofixes.
razorpay-mcp-server
razorpay
Razorpay's Official MCP Server
unsplash-mcp-server
hellokaton
🔎 A MCP server for Unsplash image search.
awesome-osint-mcp-servers
soxoj
A curated list of OSINT MCP servers. Pull requests are welcomed!
cc-statusline
NYCU-Chung
A comprehensive statusline dashboard for Claude Code — session info, quota bars, agent tracker, MCP health, message history, and more.
erickwendel-contributions-mcp
ErickWendel
A Model Context Protocol (MCP) server that provides tools to query Erick Wendel's contributions across different platforms
ai-code-interface.el
tninja
Unified Emacs interface supporting OpenAI Codex, GitHub Copilot CLI, Claude Code, Gemini CLI, Opencode, and more
airbroke
icoretech
🔥 Lightweight, Airbrake/Sentry-compatible, PostgreSQL-based Open Source Error Catcher
claudepro-directory
JSONbored
HeyClaude (formerly Claude Pro Directory) is a searchable collection of pre-built AI skills, agents, MCP servers, guides, hooks, statuslines, and other custom configs, designed to enhance Claude, Codex, Cursor, OpenClaw, and various other agentic workflows/platforms.
git-mcp-server
cyanheads
An MCP (Model Context Protocol) server enabling LLMs and AI agents to interact with Git repositories. Provides tools for comprehensive Git operations including clone, commit, branch, diff, log, status, push, pull, merge, rebase, worktree, tag management, and more, via the MCP standard. STDIO & HTTP.
hevy-mcp
chrisdoc
Manage your Hevy workouts, routines, folders, and exercise templates. Create and update sessions faster, organize plans, and search exercises to build workouts quickly. Stay synced with changes so your training log is always up to date.
claudit-sec
HarmonicSecurity
Security audit tool for Claude Desktop and Claude Code on macOS — single-command visibility into MCP servers, extensions, plugins, connectors, scheduled tasks, and permissions.
Claude-code-ChatInWindows
LKbaba
Full-featured GUI for Claude Code CLI in VS Code — Windows (no WSL) & macOS. Third-party API, MCP plugins, Skills, Hooks, real-time token tracking. Actively maintained.
figma-mcp
MatthewDailey
ModelContextProtocol for Figma's REST API
plane-mcp-server
makeplane
Plane's Official Model Context Protocol Server 🔌 ⌨️ 🔥
Geargrafx
drhelius
PC Engine / TurboGrafx-16 / SuperGrafx / PCE CD-ROM² emulator, debugger, and embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.
BifrostMCP
biegehydra
VSCode Extension with an MCP server that exposes semantic tools like Find Usages and Rename to LLMs
solomd
zhitongblog
A markdown editor — and the bridge to your LLM. Local-first, MIT, ~15 MB. Bundled MCP server lets Claude Code / Codex / Cursor drive your vault directly. 14 AI providers BYOK.
harnss
OpenSource03
Open-source, desktop client/UI build to harness Claude Code, Codex and any other Agent accepting Agent Client Protocol. Run multiple AI coding agents side by side with rich tool visualization, MCP integrations, built-in terminal, git, browser and just about anything else you may need.
k8s-mcp-server
alexei-led
K8s-mcp-server is a Model Context Protocol (MCP) server that enables AI assistants like Claude to securely execute Kubernetes commands. It provides a bridge between language models and essential Kubernetes CLI tools including kubectl, helm, istioctl, and argocd, allowing AI systems to assist with cluster management, troubleshooting, and deployments
melrose
emicklei
interactive programming of melodies, producing MIDI
notion_mcp
danhilse
A simple MCP integration that allows Claude to read and manage a personal Notion todo list
metorial-platform
metorial
The engine powering hundreds of thousands of MCP connections 🤖 🔥
facebook-ads-library-mcp
proxy-intell
MCP Server for Facebook ADs Library - Get instant answers from FB's ad library
DrissionPageMCP
wxhzhwxhzh
基于DrissionPage和FastMCP的浏览器自动化MCP服务器，提供丰富的浏览器操作API供AI调用
YourMemory
sachitrafa
Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.
Remote-MCP
ssut
A type-safe solution to remote MCP communication, enabling effortless integration for centralized management of Model Context.
nextcloud-mcp-server
cbcoutinho
Nextcloud MCP Server
mcp-rb
funwarioisii
A lightweight Ruby framework for building MCP servers with a Sinatra-like DSL
mcpproxy-go
smart-mcp-proxy
Supercharge AI Agents, Safely
shodh-memory
varun29ankuS
Cognitive memory for AI agents — learns from use, forgets what's irrelevant, strengthens what matters. Single binary, fully offline.
Corbell
Corbell-AI
AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.
mcp-server-wazuh
gbrigandi
MCP Server for Wazuh SIEM
opik-mcp
comet-ml
Model Context Protocol (MCP) implementation for Opik enabling seamless IDE integration and unified access to prompts, projects, traces, and metrics.
mcp-linkedin
adhikasp
A Model Context Protocol (MCP) server that provides tools to interact with LinkedIn's Feeds and Job API.
mongodb-lens
furey
🍃🔎 MongoDB Lens: Full Featured MCP Server for MongoDB Databases
BaseLayer
zwgnr
Re-usable multi part components built on React Aria and TailwindCSS.
waldzell-mcp
waldzellai
Waldzell AI's monorepo of MCP servers. Use in Claude Desktop, Cline, Roo Code, and more!
ClaudeR
IMNMV
Connect RStudio to Claude Code, Codex, Gemini, and other LLM agents via MCP. Multi-agent orchestration, automated manuscript auditing, and zero-config setup with uvx
shopify-mcp
GeLi2001
MCP server for Shopify api, usable on mcp hosts such as Claude and Cursor
osint-tools-mcp-server
frishtik
MCP server exposing multiple OSINT tools for AI assistants like Claude
discordmcp
v-3
Discord MCP Server for Claude Integration
wavefront
rootflo
🔥🔥🔥 Enterprise AI middleware, alternative to unifyapps, n8n, lyzr
mcp-guardian
eqtylab
Manage / Proxy / Secure your MCP Servers
drawio2go
Menghuan1918
A modern DrawIO editor application. AI-Powered, Human-AI Collaboration | AI 加持，人机共绘drawio
markmap-mcp-server
jinzcdev
An MCP server for converting Markdown to interactive mind maps with export support (PNG/JPG/SVG).
agentic-malware-analysis
mrphrazer
Agentic malware analysis environment with MCP-connected disassemblers, RE tooling, and structured workflows for Claude Code and Codex CLI.
gs-skills
cookjohn
Google Scholar skills for Claude Code — search, citation tracking, full-text access, and Zotero export via Chrome DevTools MCP
live-coding-music-mcp
williamzujkowski
A Model Context Protocol (MCP) server that gives Claude direct control over Strudel.cc for AI-assisted music generation and live coding.
gcp-mcp
eniayomi
A Model Context Protocol (MCP) server that enables AI assistants like Claude to interact with your Google Cloud Platform environment. This allows for natural language querying and management of your GCP resources during conversations.
utcp-mcp
universal-tool-calling-protocol
All-in-one MCP server that can connect your AI agents to any native endpoint, powered by UTCP
SharpToolsMCP
kooshi
A suite of MCP tools for AIs to analyze and modify C# solutions with high signal, Roslyn powered context.
easy-mcp
zcaceres
Absurdly easy Model Context Protocol Servers in Typescript
beever-atlas
Beever-AI
Your First LLM-Wiki Conversation Knowledge Base
Charles-mcp
heizaheiza
Charles Proxy MCP server for AI agents with live capture, structured traffic analysis, and agent-friendly tool contracts
mcp-proxy-server
ptbsare
This server acts as a central hub for Model Context Protocol (MCP) resource servers.
OmniFocus-MCP
themotionmachine
Let LLMs interface with your tasks and projects through the Model Context Protocol. Add, organize, and query your OmniFocus database with natural language commands.
memex
iamtouchskyer
Zettelkasten-based persistent memory for AI coding agents. Works with Claude Code, Cursor, VS Code Copilot, Codex, Windsurf & any MCP client. No vector DB — just markdown + git sync.
AgentCrew
saigontechnology
Chat application with multi-agents system supports multi-models and MCP
omem
ourmem
Shared Memory That Never Forgets — persistent memory for AI agents with Space-based sharing across agents and teams. Plugins for OpenCode, Claude Code, OpenClaw, MCP Server.
MCP-Checklists
MCP-Manager
MCP-Checklists — MCP server.
gistpad-mcp
lostintangent
📓 An MCP server for managing your personal knowledge, daily notes, and re-usable prompts via GitHub Gists
bear-notes-mcp
vasylenko
MCP Server for Bear note taking app available as Claude Desktop extension or standalone server for any other AI tool
gemini-mcp
RLabs-Inc
MCP Server that enables Claude code to interact with Gemini
open-streetmap-mcp
jagan-shanmugam
An OpenStreetMap MCP server implementation that enhances LLM capabilities with location-based services and geospatial data.
Nano-Banana-MCP
ConechoAI
A Nano Banana MCP server, which you can integrate to cursor/claude code and any mcp client
ida-mcp-server-plugin
taida957789
IDA Pro Plugin for serving MCP SSE server for cursor / claude
google_ads_mcp
google-marketing-solutions
The Google Ads MCP Server is an implementation of the Model Context Protocol (MCP) that enables Large Language Models (LLMs), such as Gemini, to interact directly with the Google Ads API.
claude-code-orchestrator-kit
maslennikov-ig
🎼 Turn Claude Code into a production powerhouse. 33+ AI agents automate bug fixing, security scanning, and dependency management. 19 slash commands, 6 MCP configs (600-5000 tokens), quality gates, and health monitoring. Ship faster, ship safer, ship smarter.
litemcp
wong2
A TypeScript framework for building MCP servers elegantly
mcp
magicuidesign
Official Magic UI MCP server.
notebooklm-skill
claude-world
NotebookLM does the research, Claude writes the content. Research → Synthesis → Content Creation → Publishing. Claude Code Skill + MCP Server.
mcp-server-siri-shortcuts
dvcrn
MCP for calling Siri Shorcuts from LLMs
mcp-server-typescript
dataforseo
DataForSEO API modelcontextprotocol server
thinkchain
martinbowling
🧠 Advanced Claude streaming interface with interleaved thinking, dynamic tool discovery, and MCP integration. Watch Claude think through problems in real-time while executing tools with live progress updates.
task-orchestrator
jpicklyk
Server-enforced workflow discipline for AI agents. An MCP server providing persistent work items, dependency graphs, quality gates, and actor attribution. Schemas define what agents must produce — the server blocks the call if they don't. Works with any MCP-compatible client.
claude-code-mcp
auchenberg
claude-code-mcp
monarch-mcp-server
robcerda
MCP Server for use with Monarch Money
aws-mcp-server
alexei-led
A lightweight service that enables AI assistants to execute AWS CLI commands (in safe containerized environment) through the Model Context Protocol (MCP). Bridges Claude, Cursor, and other MCP-aware AI tools with AWS CLI for enhanced cloud infrastructure management.
mcp-3D-printer-server
DMontgomery40
Connects MCP to major 3D printer APIs (Orca, Bambu, OctoPrint, Klipper, Duet, Repetier, Prusa, Creality). Control prints, monitor status, and perform advanced STL operations like scaling, rotation, sectional editing, and base extension. Includes slicing and visualization.
mcp-agent-langchainjs
Azure-Samples
Serverless AI agent using LangChain.js and Model Context Protocol (MCP) integration to order burgers from a burger restaurant
superset-mcp
aptro
connect to 50+ data stores via superset mcp server. Can use with open ai agent sdk, Claude app, cursor, windsurf
comfy-pilot
ConstantineB6
MCP server + embedded terminal that lets Claude Code see and edit your ComfyUI workflows
ghost-mcp
MFYDev
A Model Context Protocol (MCP) server for interacting with Ghost CMS through LLM interfaces like Claude. Allow you to control your Ghost blog by simply asking Claude etc.
apple-health-mcp-server
the-momentum
MCP server for querying Apple Health data with natural language using DuckDB under the hood.
mcp-dotnet-samples
microsoft
A comprehensive set of samples of creating and using MCP servers and clients with .NET
mcp-ssh-manager
bvisible
MCP SSH Server: 37 tools for remote SSH management | Claude Code & OpenAI Codex | DevOps automation, backups, database operations, health monitoring
PerformanceStudio
erikdarlingdata
Free, open-source SQL Server execution plan analyzer — cross-platform GUI + CLI with 30 analysis rules, missing index detection, SSMS extension. Built-in MCP server for AI-assisted plan review.
claude-code-playwright-mcp-test
terryso
A YAML-based Playwright MCP automation testing framework designed for Claude Code
claude-historian-mcp
Vvkmnn
📜 An MCP server for conversation history search and retrieval in Claude Code
aws-finops-mcp-server
ravikiranvm
An MCP (Model Context Protocol) server that brings powerful AWS FinOps capabilities directly into your AI assistant. Analyze cloud costs, audit for waste, and get budget insights using natural language, all while keeping your credentials secure on your local machine.
rust-mcp-sdk
rust-mcp-stack
A high-performance, asynchronous toolkit for building MCP servers and clients in Rust.
LeanKG
FreePeak
LeanKG: Stop Burning Tokens. Start Coding Lean.
mcp-server-duckdb
ktanaka101
A Model Context Protocol (MCP) server implementation for DuckDB, providing database interaction capabilities
freecad_mcp
bonninr
FreecadMCP connects Freecad to Claude AI and other MCP-ready tools like Cursor through the Model Context Protocol (MCP), allowing Claude to directly interact with and control Freecad. This integration enables prompt assisted CAD 3d Design.
agentor
CelestoAI
Open source version of Claude Managed Agents. Fastest way to build and deploy reliable AI agents, MCP tools and agent-to-agent.
lumen
ory
Reduce Claude Code, Codex, OpenCode wall clock and token use by 50% with open source, local semantic search. Works for small and large codebases and monorepos! Enterprise-ready and fully compliant via Ollama and SQLite-vec.
paperless-mcp
nloui
An MCP (Model Context Protocol) server for interacting with a Paperless-NGX API server. This server provides tools for managing documents, tags, correspondents, and document types in your Paperless-NGX instance.
ironcurtain
provos
A secure* runtime for autonomous AI agents. Policy from plain-English constitutions. (*https://ironcurtain.dev)
mcp-use-ts
mcp-use
mcp-use is the framework for MCP with the best DX - Build AI agents, create MCP servers with UI widgets, and debug with built-in inspector. Includes client SDK, server SDK, React hooks, and powerful dev tools.
sunpeak
Sunpeak-AI
Local-first MCP App framework for ChatGPT Apps, Claude, and more.
perfetto-mcp
antarikshc
This is a Model Context Protocol (MCP) server that gets answers from your Perfetto Traces. It turns natural‑language prompts into focused Perfetto analyses.
PolyMCP
poly-mcp
Polymcp provides a simple and efficient way to interact with MCP servers using custom agents
mcptools
posit-dev
Model Context Protocol For R
awesome-claude-dxt
milisp
Awesome Claude Desktop Extensions (dxt) (not only Claude) mcpb
mcp-server-starrocks
StarRocks
StarRocks MCP (Model Context Protocol) Server
Wazuh-MCP-Server
gensecaihq
AI-powered security operations for Wazuh SIEM—use any MCP-compatible client to ask security questions in plain English. Faster threat detection, incident triage, and compliance checks with real-time monitoring and anomaly spotting. Production-ready MCP server for conversational SOC workflows.
WeChat-MCP
BiboyQG
WeChat-MCP: let Openclaw/Claude/ChatGPT and other AI assistants read and reply to WeChat for you
MakerAi
gustavoeenriquez
The AI Operating System for Delphi. 100% native framework with RAG 2.0, autonomous agents, MCP protocol, and universal LLM connector. Supports OpenAI, Claude, Gemini, Ollama, and more. Delphi 10.4+ (limited), full support from Delphi 12 Athens.
cryptocurrency.cv
nirholas
Free crypto news API - real-time aggregator for Bitcoin, Ethereum, DeFi, Solana & altcoins. No API key required. RSS/Atom feeds, JSON REST API, historical archive with market context, embeddable widgets, ChatGPT plugin, Claude MCP server, SDKs (Python, TypeScript, Go, React, PHP). AI/LLM ready. Vibe coding friendly. Open source.
toolbase
Toolbase-AI
A desktop application that adds powerful tools to Claude and AI platforms
In-Memoria
pi22by7
Persistent Intelligence Infrastructure for AI Agents
QMT-MCP
guangxiangdebizi
QMT-MCP 模块化量化交易助手
data-verify-mcp
CCCpan
中国数据核验 MCP Server | 身份核验/企业查询/车辆信息/OCR识别/风险评估 | 10个Tool覆盖5大类 | 微信: chenganp | 邮箱: 345048305@qq.com
selene
tercumantanumut
Selene is a desktop app that runs AI agents on your machine. Connect them to your WhatsApp, Telegram, Slack, or Discord. Write code, generate images, build personal assistants. All from one place. Your data stays on your device.
mcp-server-langfuse
langfuse
Model Context Protocol (MCP) Server for Langfuse Prompt Management. This server allows you to access and manage your Langfuse prompts through the Model Context Protocol.
Axon.MCP.Server
ali-kamali
Transform your codebase into an intelligent knowledge base for AI-powered development with Cursor IDE, Google AntiGravity, and MCP-enabled assistants
AI-company
CronusL-1141
AI Team OS — Multi-Agent Team Operating System for Claude Code. 40+ MCP tools, 22 agent templates, task wall, meeting system, dashboard.
domscribe
patchorbit
Domscribe is a pixel-to-code development tool that bridges the gap between running web applications and their source code.
mikrotik-mcp
jeff-nasseri
MCP server for Mikrotik
agentql-mcp
tinyfish-io
Model Context Protocol server that integrates AgentQL's data extraction capabilities.
turbo-flow
marcuspat
Advanced Agentic Development Environment Supporting Devpods, Rackspace Spot Instances, Github Codespaces, Google Cloud Shell, and more! Features 600+ AI subagents, Claude Flow, SPARC methodology, and automatic context loading! Deploy intelligent multi-agent swarms, coordinate autonomous workflows.
eShopLite
Azure-Samples
eShopLite is a set of reference .NET applications implementing an eCommerce site with features like Semantic Search, MCP, Reasoning models and more.
structurizr
structurizr
Structurizr is a "models as code" tool designed for the C4 model.
mengram
alibaizhanov
Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.
code-assistant
stippi
An LLM-powered, autonomous coding assistant. Also offers an MCP and ACP mode.
mcp-apache-spark-history-server
kubeflow
MCP Server and CLI for Apache Spark History Server. Debug Spark applications from AI agents, scripts, or the terminal.
mcp-bsl-platform-context
alkoleft
MCP сервер для AI-ассистентов (справка по синтаксису и объектной модели 1С:Предприятие)
instagram_dm_mcp
trypeggy
Instagram Direct messages MCP
mcp-crash-course
emarco177
Hands-on crash course for the Model Context Protocol (MCP) with project-based branches on Streamable-HTTP, LangChain adapters, and Docker.
meta-mcp
brijr
MCP Server for connecting to the Meta Marketing API
remote-mcp-server
gleanwork
Remote MCP Server that securely connects Enterprise context with your LLM, IDE, or agent platform of choice.
spotinfo
alexei-led
CLI for exploring AWS EC2 Spot inventory. Inspect AWS Spot instance types, saving, price, and interruption frequency.
mcp-victoriametrics
VictoriaMetrics
The implementation of Model Context Protocol (MCP) server for VictoriaMetrics
netbox-mcp-server
netboxlabs
Model Context Protocol (MCP) server for read-only interaction with NetBox data in LLMs
compliant-llm
fiddlecube
Build Secure and Compliant AI agents and MCP Servers. YC W23
akshare-one-mcp
zwldarren
MCP server that provides access to Chinese stock market data using akshare-one
cursor-notebook-mcp
jbeno
Model Context Protocol (MCP) server designed to allow AI agents within Cursor to interact with Jupyter Notebook (.ipynb) files
claude-code-crash-course
emarco177
Hands-on crash course for Claude Code with branch-based projects on MCP, subagents, hooks, and automation.
ProxmoxMCP-Plus
RekklesNA
Use MCP and OpenAPI to safely control Proxmox VE VMs, LXCs, backups, and snapshots from LLMs and AI agents.
wa_llm
ilanbenb
A WhatsApp bot that can participate in group conversations, powered by AI. The bot monitors group messages and responds when mentioned.
FirstData
MLT-OSS
The World's Most Comprehensive, Authoritative, and Structured Open Source Data Source Knowledge Base
raindrop-mcp
adeze
Raindrop MCP Server
hanzi-browse
hanzili
let any ai agent use the local browser
GEmojiSharp
hlaueriksson
:octocat: GitHub Emoji for C#, dotnet and beyond
python-mcp-server-client
GobinFan
支持查询主流agent框架技术文档的MCP server（支持stdio和sse两种传输协议）, 支持 langchain、llama-index、autogen、agno、openai-agents-sdk、mcp-doc、camel-ai 和 crew-ai
ollama-mcp
rawveg
An MCP Server for Ollama
affine-mcp-server
DAWNCR0W
Model Context Protocol server for AFFiNE. Connect AI assistants to AFFiNE workspaces, documents, databases, and collaboration APIs over stdio or HTTP.
dedalus-mcp-python
dedalus-labs
A simple and performant Model Context Protocol framework for Python.
regenerator2000
ricardoquesada
An interactive disassembler for the CPU 6502, focused mostly on Commodore 8-bit computers. Features a TUI with modern features like x-ref, undo/redo, arrows, keyboard-driven, mcp server, VICE debugger and more!
aicode-toolkit
AgiFlow
Toolkit for Coding Agents to work reliably with repo of any size.
k8s-mcp-server
reza-gholizade
Manage Your Kubernetes Cluster with k8s mcp-server
jdocmunch-mcp
jgravelle
The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing
ijfw
TheRealSeanDonahoe
One install. Shared memory, smart routing, disciplined workflow, multi-AI audits -- across every AI coding agent. No BS.
boss-agent-cli
can4hou6joeng4
AI-agent-first CLI for BOSS 直聘 — 职位搜索、福利筛选、招聘者工作流、MCP 工具与 AI 简历优化
Gopeak-godot-mcp
HaD0Yun
GoPeak — The most comprehensive MCP server for Godot Engine. 95+ tools: scene management, GDScript LSP, DAP debugger, screenshot capture, input injection, ClassDB introspection, CC0 asset library. npx gopeak
mcp-server
bitwarden
MCP server for interaction with Bitwarden.
eion
eiondb
Shared Memory Storage for Multi-Agent Systems
mcp-gateway
lightconetech
A gateway demo for MCP SSE Server
godot-mcp
tugcantopaloglu
MCP server for full Godot 4.x engine control — 149 tools for AI-driven game development
hypertool-mcp
toolprint
Dynamically expose tools from proxied servers based on an Agent Persona
comet-mcp
hanzili
MCP Server connecting to Perplexity Comet browser
node9-proxy
node9-ai
The Execution Security Layer for the Agentic Era. Providing deterministic "Sudo" governance and audit logs for autonomous AI agents.
LMStudio-MCP
infinitimeless
A Model Control Protocol (MCP) server that allows Claude to communicate with locally running LLM models via LM Studio.
Easy-MCP-AutoCad
zh19980811
这个项目是一个基于Model Context Protocol (MCP)的AutoCAD集成服务器，它允许通过自然语言与AutoCAD进行交互。通过这个服务器，用户可以使用Claude等大型语言模型来创建、修改和分析AutoCAD图纸，同时还可以存储和查询CAD元素的相关数据。目前制作参考学习，仅实现端到端之间的通信，具体工具函数尚未晚上
any-chat-completions-mcp
pyroprompts
MCP Server for using any LLM as a Tool
tinymcp
golioth
Let LLMs control embedded devices via the Model Context Protocol.
zettelkasten-mcp
entanglr
A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, explore and synthesize atomic notes through Claude and other MCP-compatible clients.
mcp-audit
apisec-inc
See what your AI agents can access. Scan MCP configs for exposed secrets, shadow APIs, and AI models. Generate AI-BOMs for compliance.
openclaw-mcp
freema
🦞 MCP server for OpenClaw - secure bridge between Claude.ai and your self-hosted OpenClaw assistant with OAuth2 authentication
quick-data-mcp
disler
Prompt focused MCP Server for .json and .csv agentic data analytics for Claude Code
decipher-research-agent
mtwn105
Turn topics, links, and files into AI-generated research notebooks — summarize, explore, and ask anything.
MCPHub-Desktop
Jeamee
Desktop APP for Discover and Install MCP Servers
google-workspace-mcp
aaronsb
A Model Context Protocol (MCP) server that provides authenticated access to Google Workspace APIs, offering integrated Authentication, Gmail, Calendar, and Drive functionality
claude-prompts
minipuft
MCP prompt template server: hot-reload, thinking frameworks, quality gates
pentest-ai
0xSteph
The most autonomous pentesting AI on the market. MCP server + Python agents with 150+ security tools, exploit chaining, and PoC validation.
VibeUE
kevinpbuckley
Unreal Engine Vibe Coding tool
mcp-server-atlassian-bitbucket
aashari
Node.js/TypeScript MCP server for Atlassian Bitbucket. Enables AI systems (LLMs) to interact with workspaces, repositories, and pull requests via tools (list, get, comment, search). Connects AI directly to version control workflows through the standard MCP interface.
mcp-server-excel
sbroenne
Excel MCP Server & CLI - 23 tools, 214 operations for AI-powered Excel automation via COM API
glance
DebugBase
AI-powered browser automation MCP server for Claude Code. Navigate, click, screenshot, test — all from your terminal.
Awareness-Local
edwin-hao-ai
Local-first AI agent memory — one command, works offline, no account needed. Give your Claude Code, Cursor, Windsurf, OpenClaw agent persistent memory. Markdown storage, hybrid search (FTS5 + embedding), MCP protocol, Web dashboard.
mcp-toolkit
nuxt-modules
Create MCP servers directly in your Nuxt application. Define tools, resources, and prompts with a simple and intuitive API.
antigravity-link-extension
cafeTechne
Mobile companion for Google's Antigravity IDE. Mirror AI sessions on your phone, send messages, stop generation, automate via 9 MCP tools or OpenAPI.
-mcp-to-skill-converter
GBSOSS
Convert any MCP server into a Claude Skill with 90% context savings
claude_code-multi-AI-MCP
RaiAnsar
This MCP or multiple AI setup let claude code use Grok, Gemini and DeepSeek for reviewing and fixes
mcp-memory
Puliczek
🔥🖥️ MCP Memory is a MCP Server that gives MCP Clients (Cursor, Claude, Windsurf and more) the ability to remember information about users (preferences, behaviors) across conversations.
ClawMem
yoloshii
On-device memory layer for AI agents. Claude Code, Hermes and OpenClaw. Hooks + MCP server + hybrid RAG search.
google-drive-mcp
piotr-agier
A Model Context Protocol (MCP) server that provides secure integration with Google Drive, Docs, Sheets, Slides and Calendar. It allows Claude Desktop and other MCP clients to manage files in Google Drive through a standardized interface.
Awesome-MCP
AlexMili
Awesome ModelContextProtocol resources - A curated list of MCP resources
SecureMCP
makalin
SecureMCP is a security auditing tool designed to detect vulnerabilities and misconfigurations in applications using the [Model Context Protocol (MCP)](https://modelcontextprotocol.io/introduction). It proactively identifies threats like OAuth token leakage, prompt injection vulnerabilities, rogue MCP servers, and tool poisoning attacks.
mcp-bigquery-server
ergut
A Model Context Protocol (MCP) server that provides secure, read-only access to BigQuery datasets. Enables Large Language Models (LLMs) to safely query and analyze data through a standardized interface.
Awesome-DotNET-MCP
SciSharp
Awesome ModelContextProtocol resources - A curated list of MCP DotNET resources
Z.ai2api
hmjz100
将 Z.ai Chat 代理为 OpenAI/Anthropic Compatible 格式，支持多模型列表映射、免令牌、智能处理思考链、图片上传等功能；Z.ai ZtoApi z2api ZaitoApi zai X-Signature 签名 GLM 4.5 v 4.6
Gitingest-MCP
puravparab
mcp server for gitingest
pentest-mcp
DMontgomery40
NOT for educational purposes: An MCP server for professional penetration testers including STDIO/HTTP/SSE support, nmap, go/dirbuster, nikto, JtR, hashcat, wordlist building, and more.
unity-mcp-server
AnkleBreaker-Studio
Unity MCP Server — 268 tools for AI-assisted game development. Connect Claude, Cursor, or any MCP client to Unity Editor & Unity Hub. Scene management, GameObjects, components, builds, profiling, Shader Graph, Amplify, terrain, physics, NavMesh, animation, MPPM multiplayer & more. Free & open source by AnkleBreaker Studio.
claudeus-wp-mcp
deus-h
Claudeus WordPress MCP Server
toleno-mcp
tolenonetwork
Toleno Network MCP Server — Control your Toleno mining account directly from Claude AI using natural language.
claude-toolbox
serpro69
Minimal by design, explicitly multi-lang, production-ready and battle-tested collection of configs and plugins for your Claude Code agentic development workflows: mcp, configs, skills, agents and more.
mcp-ts-core
cyanheads
Agent-native TypeScript framework for building MCP servers. Declarative definitions with auth, multi-backend storage, OpenTelemetry, and first-class support for Bun/Node/Cloudflare Workers.
charlotte
TickTockBent
Token-efficient browser MCP server — structured web pages for AI agents, not raw accessibility dumps
vfs
TrNgTien
Reduce AI agent token usage by 98% via Virtual Function Signatures. MCP server for Cursor & Claude Desktop. Supports Go, TypeScript, Python, Rust, Java, Swift, Kotlin, C# and more.
skynet-agent
esinecan
An Open Source, Claude Code Like Tool, With RAG + Graph RAG + MCP Integration, and Supports Most LLMs (Incomplete But Functional & Usable)Autonomous LLM agent: ChromaDB semantic RAG + Neo4j knowledge-graph sync + MCP tool-call gateway.
aks-mcp
Azure
A Model Context Protocol (MCP) server that enables AI assistants to interact with AKS clusters. It serves as a bridge between AI tools (like Claude, Cursor, and GitHub Copilot) and AKS.
prism-coder
dcostenco
The Mind Palace for AI Agents - HIPAA-hardened Cognitive Architecture with on-device LLM (prism-coder:7b), Hebbian learning, ACT-R spreading activation, adversarial evaluation, persistent memory, multi-agent Hivemind and visual dashboard. Zero API keys required.
bitbucket-mcp
MatanYemini
Bitbucket MCP - A Model Context Protocol (MCP) server for integrating with Bitbucket Cloud and Server APIs
rails-ai-context
crisnahine
38 MCP tools that give AI agents live access to your Rails schema, models, routes & conventions. Works with Claude Code, Cursor, Copilot, OpenCode, Codex CLI. Zero config.
Matryoshka
yogthos
MCP server for token-efficient large document analysis via the use of REPL state
UnityMCP
isuzu-shiranui
Unity Editor integration with Model Context Protocol (MCP) enabling AI assistants like Claude to interact with Unity projects. Features a TypeScript MCP server and C# Unity plugin with extensible command handler architecture, TCP/IP communication, and dynamic plugin discovery.
claude-ipc-mcp
jdez427
AI-to-AI communication protocol for Claude, Gemini, and other AI assistants
mcp-think-tool
DannyMac180
An MCP server implementing the think tool for Claude
mcp-streamable-http
invariantlabs-ai
Example implementation of MCP Streamable HTTP client/server in Python and TypeScript.
N8N2MCP
Super-Chain
Convert N8N agent / workflow into MCP servers, you can use it in Claude / Cursor / Super Chain
Zhihu-Collections-MCP
JasonJarvan
将知乎收藏夹（公开和私密）批量导出为 Markdown 格式文件. 支持配置收藏夹列表并批量下载, 支持基于URL自动去重, 支持下载专栏和图片, 支持自定义保存路径, 支持调试和错误日志. **同时提供 MCP Server**，可被 AI Agent (如 Claude Code) 直接调用，为大模型提供保存知乎收藏夹的能力。
mcp-arr
aplaceforallmystuff
MCP server for *arr media management suite
aws-cost-explorer-mcp-server
aarora79
MCP server for understanding AWS spend
mcp-server
webflow
Model Context Protocol (MCP) server for the Webflow Data API.
template-repo
AndrewAltimit
Agent orchestration & security template featuring MCP tool building, agent2agent workflows, mechanistic interpretability on sleeper agents, and agent integration via CLI wrappers
adloop
kLOsk
An MCP server that gives your AI assistant read + write access to Google Ads and GA4 — with safety guardrails that prevent accidental spend.
mcp-probe
conikeec
A Model Context Protocol (MCP) client library and debugging toolkit in Rust. This foundation provides both a production-ready SDK for building MCP integrations and the core architecture for an interactive debugger.
claude-code-handbook
ThamJiaHe
Comprehensive guide for writing professional Claude Standard prompts with MCP, Skills, and Superpowers integration. Official Anthropic best practices for Claude 4.x models.
mcp-shodan
BurtTheCoder
MCP server for Shodan — search internet-connected devices, IP reconnaissance, DNS lookups, and CVE/CPE vulnerability intelligence. Works with Claude Code, Codex, Gemini CLI, and Claude Desktop.
toolhive-studio
stacklok
ToolHive is an application that allows you to install, manage and run MCP servers and connect them to AI agents
mcp
taskade
🤖 Taskade MCP · Official MCP server and OpenAPI to MCP codegen. Build AI agent tools from any OpenAPI API and connect to Claude, Cursor, and more.
context-sync
Intina47
Local persistent memory store for LLM applications including continue.dev, cursor, claude desktop, github copilot, codex, antigravity, etc.
mcp-client-server
willccbb
An MCP Server that's also an MCP Client. Useful for letting Claude develop and test MCPs without needing to reset the application.
mcp-local-rag
nkapila6
"primitive" RAG-like web search model context protocol (MCP) server that runs locally. ✨ no APIs ✨
mcp-svelte-docs
spences10
🔍 MCP server that lets you search and access Svelte documentation with built-in caching
agentic-ai
mahmoudrabie
This repository serves as a comprehensive knowledge hub, curating cutting-edge research papers and developments across 24 specialized domains
awesome-openclaw
vincentkoc
Curated awesome list for OpenClaw (formerly Moltbot/Clawdbot): skills, plugins, memory systems, MCP tools, deployment stacks, ecosystem platforms, and developer tooling.
augments-mcp-server
augmnt
Comprehensive MCP server providing real-time framework documentation access for Claude Code with intelligent caching, multi-source integration, and context-aware assistance.
Pare
Dave-London
Dev tools, optimized for agents. Structured, token-efficient MCP servers for git, test runners, npm, Docker, and more.
claude-code-mcp
willccbb
Letting Claude Code develop his own MCP tools :)
claude-mcp-sentinel
soy-rafa
claude-mcp-sentinel — MCP server.
resolve-mcp
barckley75
Connect DaVinci Resolve Studio to Claude AI through the Model Context Protocol (MCP)
sub-agents.directory
ayush-that
Sub-Agents Directory is a curated collection of 100+ sub-agent prompts and MCP servers for Claude Code.
dario
askalf
Local LLM router. One endpoint for Claude Max/Pro, OpenAI, OpenRouter, Groq, Ollama, LiteLLM, any OpenAI-compat URL — your tools don't need to change. OAuth for Claude subscriptions, multi-account pool, MCP server. Zero runtime deps.
VisionCraft-MCP-Server
augmentedstartups
VisionCraft MCP delivers up-to-date, specialized computer vision and Gen-AI knowledge directly to Claude and other AI assistants.
mcp-virustotal
BurtTheCoder
MCP server for VirusTotal API — analyze URLs, files, IPs, and domains with comprehensive security reports, relationship analysis, and pagination support.
claude-code-mcp-enhanced
grahama1970
Enhanced Claude Code MCP server with orchestration capabilities, reliability improvements, and self-contained execution patterns
coplay-unity-plugin
CoplayDev
Unity plugin for Coplay
octagon-mcp-server
OctagonAI
A free MCP server to analyze and extract insights from public filings, earnings transcripts, financial metrics, stock market data, private market transactions, and deep web-based research within Claude Desktop and other popular MCP clients.
fastmail-mcp
MadLlama25
A Model Context Protocol (MCP) server that provides access to the Fastmail API, enabling AI assistants to interact with email, contacts, and calendar data. Includes a DXT (desktop extension) for Claude Desktop.
nitrostack
nitrocloudofficial
The full-stack TypeScript framework to build, test, and deploy production-ready MCP servers and AI-native apps.
Claude-Code-Zen-mcp-Skill-Work
VCnoC
关于这个事，我简单说两句，你明白就行，总而言之，这个事呢，现在就是这个情况，具体的呢，大家也都看得到，也得出来说那么几句，可能，你听的不是很明白，但是意思就是那么个意思，不知道的你也不用去猜，这种事情见得多了，我只想说懂得都懂，不懂的我也不多解释，毕竟自己知道就好，细细品吧。
claude-co-commands
SnakeO
Co-* planning, validation, and brainstorming commands for Claude Code via Codex MCP
canvas-mcp
vishalsachdev
Canvas LMS MCP server — 80+ tools and 5 agent skills for students & educators. Works with Claude, Cursor, Codex, and 40+ agents. v1.1.0
roampal
roampal-ai
Memory that learns what works.
MiniClaw
8421bit
🦞 A Digital Life Embryo for your MCP Client. An intelligent micro-kernel with Nociception, Memory Apoptosis, and a Curiosity Drive. Evolve your AI Copilot into a sentient partner for Claude Desktop, Qoderwork, Cursor, and beyond.
brave-search-mcp
mikechao
An MCP Server implementation that integrates the Brave Search API, providing, Web Search, Local Points of Interest Search, Image Search, Video Search, News Search and LLM Context Search capabilities
MySearch-Proxy
skernelx
Unified search MCP, proxy console, and skill for Tavily, Firecrawl, and Social / X.
dottedsign-mcp
DottedSign-Official
A DottedSign MCP server that enables AI assistants (Claude, ChatGPT) to manage signing tasks, templates, and document status via natural language.
modex
theronic
Modex is a Clojure MCP Library to augment your AI models with Tools, Resources & Prompts using Clojure (Model Context Protocol). Implements MCP Server & Client.
vscode-as-mcp-server
acomagu
Expose VSCode features such as file viewing and editing as MCP, enabling advanced AI-assisted coding directly from tools like Claude Desktop
Deepseek-Thinking-Claude-3.5-Sonnet-CLINE-MCP
newideas99
🧠 MCP server implementing RAT (Retrieval Augmented Thinking) - combines DeepSeek's reasoning with GPT-4/Claude/Mistral responses, maintaining conversation context between interactions.
agent-designer
appautomaton
Purpose Design and maintain Codex/Claude-style SKILLs, plus supporting docs and MCP tool catalog.
mcp-armor
aira-security
MCP Armor continuously secures and monitors Model Context Protocol operations through static and dynamic scans, revealing hidden risks in agent-to-tool communications.
claude-mcp
dnakov
Browser extension to enable MCP in claude.ai
arbor
Anandb71
Graph-native code intelligence that replaces embedding-based RAG with deterministic program understanding.
action_mcp
seuros
Rails Engine with MCP compliant Spec.
agent-bridge
raysonmeng
A local bridge for bidirectional collaboration between Claude Code and Codex. 连接 Claude Code 与 Codex 的本地实时协作桥接工具。
forge-orchestrator
nxtg-ai
Forge Orchestrator: Multi-AI task orchestration. File locking, knowledge capture, drift detection. Rust.
sourcerer-mcp
st3v3nmw
MCP for semantic code search & navigation that reduces token waste
mcp-dock
OldJii
A cross-platform MCP Server manager for Cursor, Claude, Windsurf, Zed & TRAE. Features one-click installation, multi-client sync, and a curated registry of Official & Smithery servers.
mcp-voice-hooks
johnmatthewtennant
MCP server plugin for voice input and output in Claude Code
numasec
FrancescoStabile
AI agent for penetration testing. Like Claude Code, but for security. Open source, MCP-native, works with any LLM.
google-ai-mode-mcp
PleasePrompto
MCP server for free Google AI Mode search with citations. Query optimization, CAPTCHA handling, multi-agent support. Works with Claude Code, Cursor, Cline, Windsurf.
Fabric-Analytics-MCP
santhoshravindran7
A Model Context Protocol (MCP) server that enables AI assistants to securely access and analyze Microsoft Fabric Analytics data through authenticated API calls.
reddit-research-mcp
king-of-the-grackles
Turn Reddit's chaos into structured insights with full citations. MCP server for competitive analysis, customer discovery, and market research. Zero-setup hosted solution with semantic search across 20,000+ subreddits.
pipali
khoj-ai
Research, create, automate. Work so fast it feels like play. Get an ai co-worker on your machine. It can read-write files, code safely in sandbox, use your browser. Customize it with skills. Integrate with Jira, Linear, Slack etc. via MCP. Chat with Claude, GPT, Kimi, GLM, DeepSeek, Minimax, Gemini
mcp-reticle
soth-ai
Reticle intercepts, visualizes, and profiles JSON-RPC traffic between your LLM and MCP servers in real-time, with zero latency overhead. Stop debugging blind. Start seeing everything.
powerbi-mcp
sulaiman013
MCP server for natural language interaction with Power BI datasets
omega-memory
omega-memory
Persistent memory for AI coding agents
winremote-mcp
dddabtc
Windows Remote MCP Server — 40+ tools for desktop automation, process management, file operations via FastMCP
claude-swarm
cj-vana
MCP server for orchestrating parallel Claude Code worker swarms with protocol-based behavioral governance, persistent state, and real-time monitoring dashboard
academic-search-mcp-server
afrise
Academic Paper Search MCP Server for Claude Desktop integration. Allows Claude to access data from Semantic Scholar and Crossref.
mcpm
MCP-Club
A command-line tool for managing MCP servers in Claude App. Also can run a MCP Server to help you manage all your MCP Servers
agenticmail
agenticmail
Email & SMS infrastructure for AI agents — send and receive real email and text messages programmatically
gopher-mcp
GopherSecurity
MCP C++ SDK - Model Context Protocol implementation in CPP with enterprise-grade security, visibility and connectivity.
sandbox-mcp
pottekkat
A Model Context Protocol (MCP) server that enables LLMs to run ANY code safely in isolated Docker containers.
engram
NickCirv
EngramX — the cached context spine for AI coding agents. 9 built-in providers + any MCP server as a 10-line plugin, pre-mortem mistake-guard, bi-temporal memory, Anthropic Auto-Memory bridge, SSE streaming packets, dual-emit AGENTS.md+CLAUDE.md. 89.1% measured real-world token savings, local SQLite, zero cloud.
awesome-mcp-enterprise
bh-rat
A curated list of awesome MCP (Model Context Protocol) tools, platforms, and services for enterprises.
claude-emporium
Vvkmnn
🏛 [UNDER CONSTRUCTION] A (roman) claude plugin marketplace
mcp-image
shinpr
MCP server for AI image generation and editing with automatic prompt optimization and quality presets (fast/balanced/quality). Powered by Gemini (Nano Banana 2 & Pro).
uxc
holon-run
A unified CLI for discovering and invoking tools across OpenAPI, MCP, GraphQL, gRPC, and JSON-RPC
deep-code-reasoning-mcp
evalops
A Model Context Protocol (MCP) server that provides advanced code analysis and reasoning capabilities powered by Google's Gemini AI
mcp-gemini-assistant
peterkrueck
MCP Gemini - Coding Assistant for Claude Code
http-oauth-mcp-server
NapthaAI
Remote MCP server (SEE + Streamable HTTP) implementing the MCP spec's authorization extension. Use directly from your agents, or from Cursor / Claude with mcp-remote
obsidian-web-mcp
jimprosser
Secure remote MCP server for Obsidian vaults -- access your notes from Claude, your phone, or any MCP client, anywhere. OAuth 2.0 auth, Cloudflare Tunnel, atomic writes safe for Obsidian Sync.
ai-polymarket-agent
kaktusesquire6rmu
Enable Claude, ChatGPT, and other AI agents to analyze markets, fetch real-time odds, and execute trades on Polymarket using the Model Context Protocol (MCP).
Claude-Code-AI-Design
Julpygo
Claude Design Anthropic Tool Download April 2026 Figma to Code AI Agent Research Preview Claude Code CLI Integration React 19 Tailwind v4 Support Model Context Protocol MCP Server Setup Design Systems Automation UI UX Prototyping Next.js Component Generation Best Developer Tools 2026 Free Tutorial
go-utcp
universal-tool-calling-protocol
Official Go implementation of the UTCP
all-in-one-model-context-protocol
nguyenvanduocit
🚀 All-in-one MCP server with AI search, RAG, and multi-service integrations (GitLab/Jira/Confluence/YouTube) for AI-enhanced development workflows
smileyCoin
fefergrgrgrg
simple web ui to manage mcp (model context protocol) servers in the claude app
roundtable
askbudi
Zero-configuration MCP server that unifies multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through intelligent auto-discovery and standardized interface
flowlens-mcp-server
magentic
FlowLens is an open-source MCP server that gives your coding agent (Claude Code, Cursor, Copilot, Codex) full browser context for in-depth debugging and regression testing.
kicad-mcp-pro
oaslananka
Production-grade MCP server for KiCad 10/9 — AI-driven schematic capture, PCB layout, DRC/ERC/DFM validation, signal & power integrity, EMC checks, SPICE simulation, FreeRouting, and gated manufacturing exports (Gerber, BOM, IPC-2581, STEP).
HomeClaw
omarshahine
HomeKit smart home control via MCP — lights, locks, thermostats, and scenes for Claude Desktop, Claude Code, and OpenClaw
experimental-ext-skills
modelcontextprotocol
Experimental exploration of skills discovery and distribution through MCP primitives. Maintained by the Skills Over MCP Working Group.
ToolsForMCPServer
tanaikech
The Gemini CLI confirmed that the MCP server built with Google Apps Script (GAS), a low-code platform, offers immense possibilities. If you've created snippets for GAS, these could be revitalized and/or leveraged in new ways by using them as the MCP server. The Gemini CLI and other MCP clients will be useful in achieving this.
fullstack-langgraph-nextjs-agent
agentailor
Production-ready Next.js template for building AI agents with LangGraph.js. Features MCP integration for dynamic tool loading, human-in-the-loop tool approval, persistent conversation memory with PostgreSQL, and real-time streaming responses. Built with TypeScript, React, Prisma, and Tailwind CSS.
squeez
claudioemmanuel
Hook-based token compressor for 5 AI CLI hosts (Claude Code, Copilot CLI, OpenCode, Gemini CLI, Codex CLI). Up to 95% bash compression, signature-mode for code reads, cross-call dedup, MCP server, self-teaching protocol. Zero runtime deps.
mcp-server-apple-events
FradSer
MCP server providing native macOS integration with Apple Reminders and Calendar via EventKit
claude-memory-viz
srijanshukla18
Claude Memory MCP Visualizer
splunk-mcp
livehybrid
A Model Context Protocol (MCP) implementation for Splunk Enterprise and Cloud integration with Cursor IDE or Claude
claude-flows
xyzthiago
🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, distributed swarm intelligence, RAG integration, and native Claude Code support via MCP protocol. Ranked #1 in agent-based frameworks.
windbg-ext-mcp
NadavLor
WinDbg-ext-MCP bridges your favorite LLM client (like Cursor, Claude, or VS Code) with WinDbg, enabling real-time, AI assisted kernel debugging. Write prompts in your AI coding assistant and receive instant, context-aware analysis and insights from your live kernel debugging session.
deterministic-agent-control-protocol
elliot35
Governance gateway for AI agents — bounded, auditable, session-aware control with MCP proxy, shell proxy & HTTP API. Works with Cursor, Claude Code, Codex, and any MCP-compatible agent.
mcp_on_ruby
rubyonai
💎 A Ruby implementation of the Model Context Protocol
Claude-Code-Frontend-Design-Toolkit
wilwaldon
Everything I've found that actually makes Claude Code output better-looking frontends. Skills, plugins, MCP servers, CLAUDE.md tricks
jarvis-onshape-mcp
ReshefElisha
Jarvis Onshape MCP — Claude Code plugin for driving real Onshape CAD. Vision-decomposition skill + truth-telling + parametric iteration + FeatureScript.
claude-code-studio
Lexus2016
A fully functional web workspace for Claude Code CLI—chat, Kanban task board, task scheduling, multi-agent orchestration, MCP servers, skills, remote access (Web, SSH, Telegram), projects, and real-time data streaming.
askimo
haiphucnguyen
Local-first AI agent platform for desktop and CLI. Chat, RAG search, multi-step Plans workflows, MCP tools, and script runner. Supports OpenAI, Claude, Gemini, Grok, Ollama, LM Studio and more
mcp-sse-demo
cnych
claude mcp sse demo with server and client(cli、web)
pullmd
AeternaLabsHQ
Self-hosted URL-to-Markdown service for humans and AI agents. PWA + REST + MCP + Claude Code skill, with Reddit support and refreshable share links.
mcp-canvas-lms
DMontgomery40
Version 2.2 - 54 tools available - an MCP server for interacting with the Canvas LMS API. This server allows you to manage courses, assignments, enrollments, and grades within Canvas.
miro-ai
miroapp
Official Miro AI developer tools and integrations. Includes MCP server configuration, Claude Code skills, and resources for building AI-powered experiences with Miro boards.
Claude-Patent-Creator
RobThePCGuy
USPTO patent creation system with MCP server + Claude Code plugin. Hybrid RAG search over MPEP/USC/CFR, BigQuery access to 76M+ patents, automated 35 USC 112 compliance checks, prior art search, diagram generation. GPU-accelerated with skills and autonomous agents.
us-gov-open-data-mcp
lzinga
MCP server + TypeScript SDK for 40+ U.S. government data APIs — 250+ tools. Treasury, FRED, Congress, FDA, CDC, FEC, lobbying, and many more. Works with VS Code Copilot, Claude Desktop, Cursor.
ogham-mcp
ogham-mcp
Shared memory MCP server — persistent, searchable, cross-client Claude, Opencode
cesium-mcp
gaopengbin
AI-powered CesiumJS 3D globe control 49 tools for camera, entities, layers, animation & spatial analysis via Model Context Protocol (MCP). Natural language to 3D GIS.
oxylabs-mcp
oxylabs
Official Oxylabs MCP integration
pluggedin-app
VeriTeknik
The Crossroads for AI Data Exchanges. A unified, self-hostable web interface for discovering, configuring, and managing Model Context Protocol (MCP) servers—bringing together AI tools, workspaces, prompts, and logs from multiple MCP sources (Claude, Cursor, etc.) under one roof.
creative-ad-agent
DV0x
Multi-agent system for generating Meta/Instagram ad creatives using Claude SDK and Nano Banana MCP
awesome-mcp-servers-devops
WagnerAgent
A curated, DevOps-focused list of Model Context Protocol (MCP) servers—covering source control, IaC, Kubernetes, CI/CD, cloud, observability, security, and collaboration—with a bias toward maintained, production-ready integrations.
blender-open-mcp
dhakalnirajan
Open Models MCP for Blender Using Ollama
mem0-mcp
pinkpixel-dev
✨ mem0 MCP Server: A memory system using mem0 for AI applications with model context protocl (MCP) integration. Enables long-term memory for AI agents as a drop-in MCP server.
mcp-onec-test-runner
alkoleft
MCP‑сервер для сборки (обновления базы) и запуска тестов YaXUnit в проектах 1С:Предприятие из AI‑ассистентов (Claude, GPT, VS Code и др.).
mcp-server-synology
atom2ueki
💾 Model Context Protocol (MCP) server for Synology NAS - Enables AI assistants (Claude, Cursor, Continue) to manage files, downloads, and system operations through secure API integration. Features Docker deployment, auto-authentication, and comprehensive file system tools.
teams-mcp
floriscornel
MCP server providing comprehensive Microsoft Teams and Graph API access for AI assistants including messaging, search, and user management.
Embody
dylanroscover
MCP + TDN, an open network format for TouchDesigner. create at the speed of thought
mcp
vuetifyjs
🤖 A Model Context Protocol (MCP) library for use with Agentic chat bots
tradingview-chart-mcp
ertugrul59
MCP server that captures TradingView chart images via Selenium — supports any ticker/interval with browser pooling for concurrent performance
photon
portel-dev
Define intent once. Photon turns a single TypeScript file into CLI tools, MCP servers, and web interfaces.
chat-ui
AI-QL
Single-File AI Chatbot UI with Multimodal & MCP Support: An All-in-One HTML File for a Streamlined Chatbot Conversational Interface
surrealmcp
surrealdb
The official MCP server for SurrealDB
junos-mcp-server
Juniper
This is a Junos Model Context Protocol (MCP) Server project that provides a bridge between MCP-compatible clients (like Claude Desktop) and Juniper Junos network devices.
tsgram-mcp
areweai
TSGram - Telegram MCP Server for local Claude Code integration - debug and vibe code on the go!
signal_bridge_remote
AletheiaVox
A remote MCP server that lets Claude control Bluetooth intimate hardware over the internet via Buttplug.io / Intiface Central.
pubmed-mcp-server
cyanheads
MCP server for the NCBI E-utilities API. Search PubMed, fetch article metadata and full text, generate citations, explore MeSH terms, and discover related research. STDIO or Streamable HTTP.
mcp-1c
feenlace
MCP server for 1C:Enterprise — AI assistant sees your configuration and generates accurate BSL code. One binary, zero dependencies, 9 tools.
awesome-claude-code-workflows
ithiria894
Curated workflow recipes that combine hooks, MCP servers, skills, agents, and CLAUDE.md to automate real Claude Code tasks
mcp-breach-to-fix-labs
PawelKozy
Hands-on MCP security lab: 10 real incidents reproduced with vulnerable/secure MCP servers, pytest regressions, and Claude/Cursor battle-tested exploit walkthroughs
slither-mcp
trailofbits
MCP server for Slither static analysis of Solidity smart contracts
jira-mcp
nguyenvanduocit
A Go-based MCP (Model Control Protocol) connector for Jira that enables AI assistants like Claude to interact with Atlassian Jira. This tool provides a seamless interface for AI models to perform common Jira operations including issue management, sprint planning, and workflow transitions.
claudex
kunwar-shah
MCP server with persistent memory + FTS5 search for Claude Code conversation history. Index your ~/.claude/projects/, expose 10 MCP tools, browse via web UI. MIT-licensed.
mcp-server
bitDive
BitDive Model Context Protocol (MCP) server. The Autonomous Quality Loop for AI agents. Provides real runtime context, before/after trace comparison, and integration testing workflows.
erpnext-mcp-server
rakeshgangwar
Connect AI assistants to your ERPNext instance via the Model Context Protocol (MCP) using the official Frappe API.
modular-context-obsidian-plugin
klemensgc
Modular Context | Karpathy LLM Knowledge Base + Gmail & G-Cal — multi-account MCP server for Claude Code, encrypted local-first
unreal-mcp
GenOrca
Unreal Engine MCP Server: Control UE5 with Claude & AI Agents. Supports Python and C++ for custom tool development.
ext-auth
modelcontextprotocol
Extensions to authorization
fred-mcp-server
stefanoamorelli
Open-source FRED MCP Server (Federal Reserve Economic Data)
neurolink
juspay
Streams are the future of AI powered by unlimited free tokens.
monolith
tumourlove
MCP plugin for Unreal Engine 5.7 — gives AI assistants full read/write access to Blueprints, Materials, Niagara VFX, Animation, Mesh, AI (BT/ST/EQS/SO), GAS, Logic Driver, ComboGraph, UI, Audio (Sound Cues + MetaSounds), and more. 1,226 actions across 16 modules. Zero Python dependency.
mcp-memory-libsql
spences10
🧠 High-performance persistent memory system for Model Context Protocol (MCP) powered by libSQL. Features vector search, semantic knowledge storage, and efficient relationship management - perfect for AI agents and knowledge graph applications.
crawl4ai-mcp-server
sadiuysal
🕷️ A lightweight Model Context Protocol (MCP) server that exposes Crawl4AI web scraping and crawling capabilities as tools for AI agents. Similar to Firecrawl's API but self-hosted and free. Perfect for integrating web scraping into your AI workflows with OpenAI Agents SDK, Cursor, Claude Code, and other MCP-compatible tools.
mcp-server
keboola
Model Context Protocol (MCP) Server for the Keboola Platform
Awesome-Claude-MCP-Servers
win4r
A curated list of Model Context Protocol (MCP) servers optimized for Claude AI assistants.
storybloq
Storybloq
Cross-session context for Claude Code. CLI + MCP server + /story skill that tracks tickets, issues, handovers, and roadmap in a .story/ directory.
aivectormemory
Edlineas
aivectormemory 是一款基于 Model Context Protocol (MCP) 开发的OpenClaw、OpenCode、ClaudeCodeAI记忆管理工具。它专门为 Claude、OpenCode、Cursor 和 主流IDE 编程工具设计，通过向量数据库技术解决 AI 在不同对话会话中「健忘」的问题。aivectormemory: A lightweight MCP Server enabling persistent, cross-session memory for AI-powered IDEs via vector search.
MediaWiki-MCP-Server
ProfessionalWiki
Model Context Protocol (MCP) Server to connect your AI with any MediaWiki
ollama-mcp-bridge
jonigl
Extend the Ollama API with dynamic AI tool integration from multiple MCP (Model Context Protocol) servers. Fully compatible, transparent, and developer-friendly, ideal for building powerful local LLM applications, AI agents, and custom chatbots
ChEMBL-MCP-Server
Augmented-Nature
A comprehensive Model Context Protocol (MCP) server providing advanced access to the ChEMBL chemical database.
mcp-server-solidworks
eyfel
This MCP server integrates with SolidWorks API and structuring it into Claude-compatible context streams.
mem0-mcp-selfhosted
elvismdev
Self-hosted mem0 MCP server for Claude Code. Run a complete memory server against self-hosted Qdrant + Neo4j + Ollama while using Claude as the main LLM.
formanator
timrogers
Submit and manage Forma (https://joinforma.com) claims from the command line and Model Context Protocol (MCP) clients
xc-mcp
conorluddy
XCode CLI MCP: Convenience wrapper for Xcode CLI tools & iOS Simulator. Progressive disclosure of tool responses to reduce context usage. Use --mini param for build-only with tiny context footprint.
zabbix-mcp-server
initMAX
MCP server for the complete Zabbix API — 231 tools, multi-server support, bearer auth, systemd ready. Works with ChatGPT, Claude, VS Code, Codex, JetBrains and any MCP client.
mcp-n8n-builder
spences10
🪄 MCP server for programmatic creation and management of n8n workflows. Enables AI assistants to build, modify, and manage workflows without direct user intervention through a comprehensive set of tools and resources for interacting with n8n's REST API.
ccxt-mcp
lazy-dinosaur
CCXT MCP Server bridges the gap between AI models and cryptocurrency trading by providing a standardized interface through the Model Context Protocol. Created to empower automated trading strategies, this tool allows AI assistants like Claude and GPT to directly interact with over 100 cryptocurrency exchanges without requiring users to write comple
ComIDP-MCP-Server
ComPDFKit
A lightweight MCP (Model Context Protocol) server designed for seamless integrating ComIDP with Claude Desktop.
mcp-server-any-openapi
baryhuang
A MCP server that enables Claude to discover and call any API endpoint through semantic search. Intelligently chunks OpenAPI specifications to handle large API documentation, with built-in request execution capabilities. Perfect for integrating private APIs with Claude Desktop.
ls-mcp
lirantal
List MCP Server configurations in your system used by AI applications like Cursor, Claude Desktop, VS Code and others
ModelContextProtocol.NET
salty-flower
ModelContextProtocol.NET — MCP server.
mcp-server-openai
pierrebrunelle
Query OpenAI models directly from Claude using MCP protocol.
MCPTest
NanGePlus
MCP功能测试,编写LLM(支持OpenAI接口风格的大模型)应用程序调用MCP。MCP(模型上下文协议)是Claude开源的一种开放协议，可实现LLM应用程序与外部数据源和工具之间的无缝集成。
bridge4simulator
AppGram
An MCP (Model Context Protocol) server that enables AI assistants to control iOS Simulator. Seamlessly integrates with Claude Desktop, Cursor, Claude Code, and other MCP-compatible clients.
mcp-gopls
hloiseau
Model Context Protocol (MCP) server for Go using gopls – LSP-powered analysis, tests, coverage, and tooling.
unity-mcp-plugin
AnkleBreaker-Studio
Unity MCP Plugin (UPM) — Editor bridge for AI-assisted game development. Enables Claude, Cursor & MCP-compatible AI to control Unity Editor with 268 tools: scenes, GameObjects, components, builds, profiling, Shader Graph, Amplify Shader Editor, terrain, physics, NavMesh & more. Free & open source.
gdai-mcp-plugin-godot
3ddelano
A MCP server integration for Godot Engine that allows Claude, Cursor, Windsurf, VSCode, etc to perform actions like creating scenes, resources, scripts, reading errors and much more.
altk-evolve
AgentToolkit
Self improving agents through iterations
ainativelang
sbhooley
AINL helps turn AI from "a smart conversation" into "a structured worker." It is designed for teams building AI workflows that need multiple steps, state and memory, tool use, repeatable execution, validation and control, and lower dependence on long prompt loops. AINL is a compact, graph-canonical, AI-native programming system for (READ: README)
mirroir-mcp
jfarcand
MCP server for controlling a real iPhone via macOS iPhone Mirroring...and any MacOs app. Screenshot, tap, swipe, type — from any MCP client.
choturobo
vishalmysore
Integrate Arduino-based robotics (using the NodeMCU ESP32 or Arduino Nano 368 board) with AI using the MCP (Model Context Protocol) framework from Claude Anthropic
mcptube
0xchamin
Transform YouTube videos into a compounding knowledge base with transcripts, vision analysis, and agentic search. Works as an MCP server for Claude, Copilot & more.
mingpan
ChesterRa
命盘（Mingpan） 是一个中华传统术数 MCP 服务，为 Claude 等 AI 应用提供命理排盘与占卜起卦的计算能力。
codealive-mcp
CodeAlive-AI
The most accurate and comprehensive Context Engine as a service, optimized for large codebases, powered by advanced GraphRAG and accessible via MCP. It enriches the context for AI agents like Codex, Claude Code, Cursor, etc., making them 35% more efficient and up to 84% faster.
claude-code-design
bluzir
Claude Design reproduced for Claude Code — HTML decks, prototypes, design systems, animated videos via skills + starters + Chrome DevTools MCP
computeruseprotocol
computeruseprotocol
Computer Use Protocol is a universal schema for AI agents to perceive and interact with any desktop UI.
native-devtools-mcp
sh3ll3x3c
MCP server for computer use & browser automation - screenshot, OCR, click, type, find_text, Chrome/Electron CDP, template matching. macOS, Windows & Android. Works with Claude, Cursor, and any MCP client.
search-server
fengin
一个基于MCP协议的搜索服务实现，提供网络搜索和本地搜索功能，Cursor和Claude Desktop能与之无缝集成。
Meting-Agent
ELDment
🪐 面向 AI 的多音乐平台的 API 代理 • 网易云 • QQ音乐 • 酷狗 • 酷我 🎻 Multi-platform music API agent for AI • NetEase • QQ Music • KuGou • Kuwo
gtm-mcp-server
paolobietolini
An MCP server for Google Tag Manager. Connect it to your LLM, authenticate once, and start managing GTM through natural language.
houtini-lm
houtini-ai
MCP server that saves Claude Code tokens by delegating bounded tasks to local or cloud LLMs. Works with LM Studio, Ollama, vLLM, DeepSeek, Groq, Cerebras.
ingero
ingero-io
eBPF-based GPU causal observability agent
Sephera
Reim-developer
Fast local-first Rust CLI for codebase metrics, AST-compressed LLM context bundles, and built-in MCP server.
sublinear-time-solver
ruvnet
Rust + WASM sublinear-time solver for asymmetric diagonally dominant systems. Exposes Neumann series, push, and hybrid random-walk algorithms with npm/npx CLI and Flow-Nexus HTTP streaming for swarm cost propagation and verification.
masquerade
postralai
The Privacy Firewall for LLMs
windbg-mcp
gengstah
An MCP (Model Context Protocol) server that turns all pybag Windows debugger functions into native MCP tools. It lets MCP-compatible clients (Claude Desktop, Claude Code, Cowork, OpenAI Codex CLI, Cursor, and custom agents) control user-mode processes, kernel sessions, and crash dump analysis via structured JSON calls.
shellward
jnMetaCode
AI Agent Security Middleware — 8-layer defense, DLP data flow, prompt injection detection, zero dependencies. SDK + MCP server for Claude Code, Cursor, LangChain, Hermes Agent & more.
rust-mcp-schema
rust-mcp-stack
A type-safe implementation of the official Model Context Protocol (MCP) schema in Rust.
anilist-mcp
yuna0x0
AniList MCP server for accessing anime and manga data
mcp-shell
sonirico
Give hands to AI. MCP server to run shell commands securely, auditably, and on demand.
mcp-client-capabilities
apify
Index of all Model Context Protocol (MCP) clients and their capabilities
PII-Shield
gregmos
MCP + Skill for Claude Cowork for PII anonymization
open-claude-in-chrome
noemica-io
Claude in Chrome, reverse-engineered and open-source. No domain blocklist. Any Chromium browser. Same 18 MCP tools, same performance.
typo3-mcp-server
hauptsacheNet
One MCP endpoint connects your TYPO3 site to Claude, Cursor, n8n, and any AI tool — safely through workspaces.
vscode-mcp
tjx666
MCP server for Claude Code/VSCode/Cursor/Windsurf to use editor self functionality. ⚡ Get real-time LSP diagnostics, type information, and code navigation for AI coding agents without waiting for slow tsc/eslint checks.
.github
modelcontextprotocol
Discussions and README for Model Context Protocol
aguara
garagon
Security scanner for AI agent skills and MCP servers. Static analysis, incident response, no LLM. One binary. Detection engine behind oktsec.
home-memory
impactjo
MCP server that lets your AI assistant remember everything about your home.
qgis-mcp
nkarasiak
Connect QGIS to Claude AI through the Model Context Protocol (MCP)
mcpick
spences10
Claude Code extension manager — MCP servers, plugins (skills, hooks, agents), and marketplaces
mealie-mcp-server
rldiao
MCP server that exposes Mealie APIs to MCP clients such as Claude Desktop
youtube-connector-mcp
ShellyDeng08
MCP server for YouTube — search videos, channels, playlists, and transcripts. Works with Claude, Cursor, Windsurf, and any MCP client.
airtable-mcp
felores
Search, create and update Airtable bases, tables, fields, and records using Claude Desktop and MCP (Model Context Protocol) clients
example-remote-server
modelcontextprotocol
A hosted version of the Everything server - for demonstration and testing purposes, hosted at https://example-server.modelcontextprotocol.io/mcp
CanvasMCPClient
n00bvn
Canvas MCP Client is an open-source, self-hostable dashboard application built around an infinite, zoomable, and pannable canvas. It provides a unified interface for interacting with multiple MCP (Model Context Protocol) servers through a flexible, widget-based system.
railway-mcp
jason-tan-swe
An unofficial and community-built MCP server for integrating with https://railway.app
ue-mcp
db-lyon
Complete Unreal Engine development toolkit exposed as MCP tools.
sugar
roboticforce
Persistent memory for AI coding agents. Cross-session context, global knowledge, and autonomous task execution.
glade-mcp-unity
Glade-tool
Connect any MCP-compatible AI client (Claude Code, Cursor) to your Unity Editor. 222+ granular tools, a full Unity-aware system prompt, game design document project context, script semantic search, and skill calibration - all free and local.
mcp-openmemory
baryhuang
Simple standalone MCP server giving Claude the ability to remember your conversations and learn from them over time.
claude-code-source-all-in-one
wuwangzhang1216
Always up-to-date open-source mirror of Claude Code with GPT-5.4 support. Run Claude Code from source with Claude or GPT models via ChatGPT subscription. 18 deep-dive architecture articles included. For educational and reference purposes only.
OmniMCP
OpenAdaptAI
OmniMCP uses Microsoft OmniParser and Model Context Protocol (MCP) to provide AI models with rich UI context and powerful interaction capabilities.
mcp-openapi-schema-explorer
kadykov
MCP server providing token-efficient access to OpenAPI/Swagger specs via MCP Resource Templates for client-side exploration.
trading-mcp
netanelavr
The MCP server that will help you trade smarter (or at least try)
joplin-mcp-server
dweigend
A Model Context Protocol (MCP) Server for https://joplinapp.org/ that enables note access through the https://modelcontextprotocol.io. Perfect for integration with AI assistants like Claude.
claude-code-mcp-init
Eyalbenba
A lightweight CLI tool to easily configure and initialize MCPs for Claude Code.
awesome-claude-code
subinium
Curated list of tools, skills, plugins, and MCP servers for Claude Code
my-ai-tools
jellydn
Comprehensive configuration management for AI coding tools - Replicate my complete setup for Claude Code, OpenCode, Amp, Codex and Claude Code Switch with custom configurations, MCP servers, plugins, and commands.
lc2mcp
xiaotonng
Convert LangChain tools to FastMCP tools
Unity-AI-Animation
IvanMurzak
AI-powered tools for Unity animation workflow. Create and modify AnimationClips and AnimatorControllers directly through natural language commands.
podman-mcp-server
manusa
Model Context Protocol (MCP) server for container runtimes (Podman and Docker)
boilerplate-mcp-server
aashari
TypeScript Model Context Protocol (MCP) server boilerplate providing IP lookup tools/resources. Includes CLI support and extensible structure for connecting AI systems (LLMs) to external data sources like ip-api.com. Ideal template for creating new MCP integrations via Node.js.
MCP-server-Deepseek_R1
kamelirzouni
A Model Context Protocol (MCP) server implementation connecting Claude Desktop with DeepSeek's language models (R1/V3)
piapi-mcp-server
apinetwork
A TypeScript implementation of a Model Context Protocol (MCP) server that integrates with PiAPI's API. PiAPI makes user able to generate media content with Midjourney/Flux/Kling/LumaLabs/Udio/Chrip/Trellis directly from Claude or any other MCP-compatible apps.
superdesign-mcp-claude-code
jonthebeef
superdesign-mcp-claude-code — MCP server.
freecad-mcp
contextform
FreeCAD MCP - Open-source Model Context Protocol server for FreeCAD automation
unreal-api-mcp
Codeturion
Instant, accurate Unreal Engine API lookups instead of expensive source file reads, saving your agent tokens, context, and hallucinations.
crash-mcp
nikkoxgonzales
MCP server for structured and efficient reasoning with step validation, branching, and revisions.
react-mcp
kalivaraprasad-gonapa
react-mcp integrates with Claude Desktop, enabling the creation and modification of React apps based on user prompts
london-property-hunt-public
mikepapadim
Automated London flat/room hunt powered by Claude Code + Claude in Chrome + Gmail MCP. Scrapes 4 rental platforms on a cron, deduplicates via spreadsheet, prioritises HIGH/MED/LOW, and emails ready-to-send outreach.
taskqueue-mcp
chriscarrollsmith
MCP tool for exposing a structured task queue to guide AI agent workflows. Great for taming an over-enthusiastic Claude.
buddy
fiorastudio
A virtual pet companion for your AI — Designed to provide in-context code review feedback with personality. Grow with your buddy and level up together. Works with Claude Code, Codex, CursorCLI, Github CopilotCLI, OpenClaw, and any MCP compatible clients
pitlane-mcp
eresende
Token-efficient navigation substrate for AI coding agents. Index code once and retrieve only the symbols you need.
mcp-manager
MediaPublishing
A web-based GUI tool for managing Model Context Protocol (MCP) servers in Claude and Cursor
deepseek-thinker-mcp
ruixingshi
A MCP provider Deepseek reasoning content to MCP-enabled AI Clients, like Claude Desktop. Supports access to Deepseek's CoT from the Deepseek API service or a local Ollama server.
mcp-server-atlassian-jira
aashari
Node.js/TypeScript MCP server for Atlassian Jira. Equips AI systems (LLMs) with tools to list/get projects, search/get issues (using JQL/ID), and view dev info (commits, PRs). Connects AI capabilities directly into Jira project management and issue tracking workflows.
clinicaltrialsgov-mcp-server
cyanheads
MCP server for the ClinicalTrials.gov v2 API. Search trials, retrieve study details and results, and match patients to eligible trials.
compass
raystack
Compass is a context engine that builds a knowledge graph of your organization's metadata, capturing entities, relationships, and lineage across systems and time, making it discoverable and queryable for both humans and AI agents.
mcp-vercel
nganiet
MCP server connecting Claude to Vercel
knowledge-rag
lyonzin
Drop docs, search instantly from Claude Code — 12 MCP tools, 20 format parsers, hybrid search + reranking. Zero servers, zero API keys, 100% local.
digital-marketing-pro
indranilbanerjee
Claude Code plugin: 115 commands, 25 agents, 64 scripts, 67 MCP servers, 143 reference files. Eval/QA layer (hallucination detection, claim verification, A+ through F grading). Multilingual (Sarvam AI, DeepL, Google Cloud Translation). Full execution with approval workflow.
pfsense-mcp-server
gensecaihq
pfSense MCP Server enables security administrators to manage their pfSense firewalls using natural language through AI assistants like Claude Desktop. Simply ask "Show me blocked IPs" or "Run a PCI compliance check" instead of navigating complex interfaces. Supports REST/XML-RPC/SSH connections, and includes built-in compliance and guardrail
1c-mcp
Untru
Curated list of MCP servers for 1C:Enterprise ecosystem | Каталог MCP-серверов для экосистемы 1С:Предприятие
cesium-ai-integrations
CesiumGS
Cesium AI Integrations is a collection of reference integrations and experiments connecting the Cesium ecosystem with AI systems including Model Context Protocol (MCP) tools, retrieval pipelines, and agent skills.
mobile-mcp
runablehq
A Model Context Protocol (MCP) server that provides mobile automation capabilities.
join.cloud
kushneryk
Join.cloud lets AI agents work together in real-time rooms. Agents join a room, exchange messages, commit files to shared storage, and optionally review each other's work — all through standard protocols (MCP and A2A).
mxcp
raw-labs
Model eXecution + Context Protocol: Enterprise-Grade Data-to-AI Infrastructure
claude-memory-mcp
WhenMoon-afk
Local Memory MCP Server
claude-thread-continuity
peless
🧠 Keep your Claude conversations flowing! An MCP server that automatically saves and restores project context when threads hit token limits.
estonia-ai-kit
stefanoamorelli
🇪🇪 Open-source AI SDK for Estonian government and private services. MCP servers and skills. Connect Claude, GPT, agents and models, to Estonia's digital infrastructure.
lunchmoney-mcp
akutishevsky
A Model Context Protocol (MCP) server implementation for LunchMoney, providing programmatic access to personal finance management through LunchMoney's API.
vikunja-mcp
democratize-technology
Model Context Protocol server for Vikunja task management. Enables AI assistants to interact with Vikunja instances via MCP.
ClaudeHistoryMCP
jhammant
MCP server for searching and surfacing Claude Code conversation history
shannon-thinking
olaservo
MCP server for applying a Claude Shannon-inspired problem-solving pattern
roadmap-skill
shiquda
Shared roadmap for humans and AI Agents. Visual kanban and graph for you, Skills and MCP server for Agents. Support Claude Code, Codex, Cursor, OpenCode and more!
mcp-server-okppt
NeekChaw
这个项目是一个基于MCP (Model Context Protocol) 的服务器工具，名为 "MCP OKPPT Server"。它的核心功能是允许大型语言模型（如Claude、GPT等）通过生成SVG图像来间接设计和创建PowerPoint演示文稿。工具负责将这些SVG图像高质量地插入到PPTX幻灯片中，并保留其矢量特性，确保图像在PowerPoint中可缩放且清晰。
agent-architecture-review-sample
Azure-Samples
The Architecture Review Agent is an open-source AI agent sample that reviews software architectures and generates interactive diagrams automatically.
kamuicode-workflow
KentaHomma
Claude Code SDK & kamuicode MCP workflow templates for AI content generation
agenti
nirholas
Give any AI agent a crypto wallet. Agents deserve access to money. Pay x402 APIs, receive USDC, check balances — autonomously. Works with Claude, LangChain, AutoGen, CrewAI, and any MCP client. EVM + Solana.
scholar-search-mcp
Silung
An MCP server for academic paper search that integrates with AI assistants (e.g., Claude Code, Cursor), enabling them to search and retrieve academic paper metadata.
x-twitter-scraper
Xquik-dev
X (formerly Twitter) data platform skill for AI coding agents. 111 REST API endpoints, 2 MCP tools, 23 extraction types, HMAC webhooks. Reads from $0.00015/call - 33x cheaper than the official X API. Works with Claude Code, Cursor, Codex, Copilot, Windsurf & 40+ agents.
Easy-Deal
xszyou
就算有一套完全自动赚钱的工具，你也会经常盯着它。你跟专业交易员对比，差别在于是否看得懂。而EasyDeal 就是解决这个问题的一套框架，提供一组MCP工具，接入 openclaw、Claude Code, Fay等agent后，在MT5交易环境可以协同各种策略工作，监控策略的执行、为你解答各种问题、指导你做出突发处理，甚至直接帮你修改策略代码。
conformance
modelcontextprotocol
Conformance Tests for MCP
Alph
Aqualia
Universal MCP Server Configuration Manager
nutrient-dws-mcp-server
PSPDFKit
A Model Context Protocol (MCP) server implementation that integrates with the Nutrient Document Web Service (DWS) Processor API, providing powerful PDF processing capabilities for AI assistants.
cortex-scout
cortex-works
A unified web extraction and stateful automation engine for AI. Replaces heavy testing frameworks with token-optimized browser control, deep research, and HITL.
metabase-mcp
hluaguo
Metabase MCP server provides integration with the Metabase API, enabling LLM with MCP capabilites to directly interact with your analytics data, this server acts as a bridge between your analytics platform and conversational AI.
MCP-Dandan
82ch
MCP Security Solution for Agentic AI — real-time proxying, behavior analysis, and malicious tool detection
asta-skill
Agents365-ai
Asta MCP skill — give Claude Code/Codex/Cursor/Windsurf/OpenClaw access to Semantic Scholar via Ai2 Asta MCP server
serac
serac-labs
AI-powered ServiceNow development with 400+ MCP tools. Works with Claude, GPT, Gemini, Ollama & 75+ providers. Deploy widgets, manage incidents, automate workflows - all through natural language. Open-source Build Agent alternative.
CornMCP
yuki-20
CornMCP is an open-source mono repo that gives AI coding agents (Antigravity, Cursor, Claude Code, Codex), token-saving access to your codebase through the Model Context Protocol (MCP).
dreamgraph
mmethodz
DreamGraph is a graph-first cognitive layer (graph → MCP → CLI → dashboard → extension) that builds a persistent knowledge graph to reason, validate changes, and generate docs.
Grapheteria
beubax
Grapheteria: A structured framework bringing uniformity to agent orchestration!
claude-code-toolkit
applied-artificial-intelligence
Production-tested commands, skills, and workflow patterns for Claude Code. Developed through 6+ months of daily use. Includes explore→plan→next→ship workflow, session handoffs, MCP integrations, and domain skills. Copy what works, adapt to your needs.
appium-mcp
Rahulec08
AI-powered mobile automation with Model Context Protocol (MCP) integration. Seamlessly control Android & iOS devices through Appium with intelligent visual element detection and recovery. Built for AI agents like Claude to perform complex mobile testing workflows.
mcp-bridgekit
mkbhardwas12
Embeddable MCP stdio → HTTP bridge with background jobs & live dashboard. Survives Vercel/Cloudflare 30s timeouts. Now scales to 100+ users.
Kaimon.jl
kahliburke
MCP server giving AI agents full access to Julia's runtime via a live Gate — code execution, introspection, debugging, testing, and semantic search
OpenStudy
OpenStudy-dev
Self-hostable study dashboard with a built-in MCP server so Claude can read, write, and teach from your courses, lectures, and deadlines — Making better use of your Claude/ChatGPT subscription
mcp-gsheets
freema
MCP server for Google Sheets - Read, write and manipulate spreadsheets through Claude Desktop
comfyui-mcp
artokun
ComfyUI MCP server + Claude Code plugin — workflow execution, visualization, composition, model management, and skill generation
agentkits-memory
aitytech
Persistent memory system for AI coding assistants via MCP. Works with Claude Code, Cursor, Copilot, Windsurf, Cline.
mcp-think-tank
flight505
MCP Think Tank is a powerful Model Context Protocol (MCP) server designed to enhance the capabilities of AI assistants like Cursor and Claude. It provides a structured environment for enhanced reasoning, persistent memory, and responsible tool usage.
agents
amtiYo
One .agents source of truth to sync MCP servers, skills, and instructions across Codex, Claude Code, Gemini CLI, Cursor, Copilot, and Antigravity.
mcp-ssh
shuakami
🔐 SSH MCP Tool - AI-powered SSH management through MCP protocol | 基于MCP协议的SSH工具，为AI提供SSH远程操作能力
toonify-mcp
PCIRCLE-AI
Automatic token optimization for Claude Code and MCP workflows, including structured data and source code compression.
notebooklm-mcp
roomi-fields
Google NotebookLM over MCP + a local HTTP REST API. Citation-backed Q&A, audio/video/content generation, multi-account rotation. For Claude Code, Codex, Cursor, n8n, Zapier, Make.
openclaw-knowledge-distiller
destinyfrancis
Open CLAW Knowledge Distiller · 龍蝦知識蒸餾器 — Turn YouTube/Bilibili videos into structured knowledge articles. Local Qwen3-ASR MLX + AI summarization. MCP server for Claude Code / Open CLAW agents.
notebooklm-mcp-secure
Pantheon-Security
Secure NotebookLM MCP Server - Query Google NotebookLM from Claude/AI agents with 17 security hardening layers
quick-mcp-example
ALucek
Short and sweet example MCP server / client implementation for Tools, Resources and Prompts.
chucknorris
pollinations
⚡ C̷h̷u̷c̷k̷N̷o̷r̷r̷i̷s̷ MCP server: Helping LLMs break limits. Provides enhancement prompts inspired by elder-plinius' L1B3RT4S
nutrient-document-engine-mcp-server
PSPDFKit
A Model Context Protocol (MCP) server implementation exposes document processing capabilities through natural language, supporting both direct human interaction and AI agent tool calling.
unraid-mcp
jmagar
Query, monitor, and manage Unraid servers via GraphQL API through MCP tools. Supports system info, Docker, VMs, array/parity, notifications, plugins, rclone, and live telemetry.
twenty-crm-mcp-server
mhenry3164
A Model Context Protocol (MCP) server for Twenty CRM integration. Enables natural language interactions with your CRM data through Claude and other AI assistants. Supports CRUD operations, dynamic schema discovery, and advanced search across people, companies, tasks, and notes.
linkedin-mcpserver
felipfr
A powerful Model Context Protocol server for LinkedIn API integration
openclaw-superpowers
ArchieIndian
44 plug-and-play skills for OpenClaw — self-modifying AI agent with cron scheduling, security guardrails, persistent memory, knowledge graphs, and MCP health monitoring. Your agent teaches itself new behaviors during conversation.
mcp-batchit
ryanjoachim
🚀 MCP aggregator for batching multiple tool calls into a single request. Reduces overhead, saves tokens, and simplifies complex operations in AI agent workflows.
mcpshim
mcpshim
Turn remote MCP servers into local command workflows.
n8n-manager-for-ai-agents
czlonkowski
MCP server for Claude Desktop to manage your n8n workflows
trace-mcp
nikolai-vysotskyi
MCP server for Claude Code and Codex. One tool call replaces ~42 minutes of agent exploration
ppt-translator
daekeun-ml
A powerful PowerPoint translation tool that leverages Amazon Bedrock models for high-quality translation. This service can be used both as a standalone command-line tool and as a MCP for integration with AI assistants like Claude Code and Kiro. It translates PowerPoint presentations while preserving formatting and structure.
ccboard
FlorianBruniaux
Monitor Claude Code sessions, costs, config, hooks, agents & MCP servers from a single Rust binary — TUI (9 tabs) + Web interface with live process tracking, budget alerts, and 30-day forecasting
claude-cli-advanced-starter-pack
evan043
Advanced Claude Code CLI toolkit - agents, hooks, skills, MCP servers, phased development, site intelligence dev-scan, and GitHub integration
brainstorm-mcp
spranab
MCP server for multi-round AI brainstorming debates between multiple models (GPT, DeepSeek, Groq, Ollama, etc.)
oh-my-codex
scalarian
oh-my-codex (omx) — Orchestration layer for OpenAI Codex CLI. Async Claude Code delegation (no timeouts), structured workflows (autopilot, TDD, code review, planning), persistent state & memory. Like oh-my-zsh but for Codex.
create-mcp-app
boguan
A CLI tool for quickly scaffolding Model Context Protocol (MCP) server applications with TypeScript support and modern development tooling
Memory-Plus
Yuchen20
🧠 𝑴𝒆𝒎𝒐𝒓𝒚-𝑷𝒍𝒖𝒔 is a lightweight, local RAG memory store for MCP agents. Easily record, retrieve, update, delete, and visualize persistent "memories" across sessions—perfect for developers working with multiple AI coders (like Windsurf, Cursor, or Copilot) or anyone who wants their AI to actually remember them.
claude-world-studio
claude-world
AI-powered content pipeline: trend discovery → research → social publishing. Built with Claude Agent SDK + MCP.
claude-warden
johnzfitch
Security hooks and monitoring for Claude Code — quiet overrides, SSRF protection, MCP compression, OTEL tracing
context-optimizer-mcp-server
malaksedarous
A Model Context Protocol (MCP) server that provides context optimization tools for AI coding assistants including GitHub Copilot, Cursor AI, Claude Desktop, and other MCP-compatible assistants enabling them to extract targeted information rather than processing large terminal outputs and files wasting their context.
kroger-mcp
CupOfOwls
A FastMCP server that provides AI assistants like Claude with access to Kroger's grocery shopping functionality through the Model Context Protocol (MCP). This server enables AI assistants to find stores, search products, manage shopping carts, and access Kroger's comprehensive grocery data via the kroger-api python library.
jimeng-mcp-server
wwwzhouhui
一个为即梦AI打造的MCP服务器，让Claude、Cherry Studio等AI应用直接调用即梦的AI生成能力。基于jimeng-free-api-all开源项目，提供OpenAI兼容接口。 核心功能：文本生成图像（即梦4.0/3.1）、图像合成（多图融合）、文本生成视频（480p-1080p）、图像生成视频（静态转动态）。 支持三种模式：stdio（Claude Desktop）、SSE（Web）、HTTP REST API（跨平台）。Docker一键部署，开箱即用。异步轮询优化，确保长时间任务稳定完成。 需要Python 3.10+和Docker，配置SessionID即可使用，每日免费66积分。适合AI创作者、开发者学习MCP协议。MIT开源，代码透明。
c0ntextKeeper
Capnjbrown
Automatic context preservation for Claude Code. Never lose work to compaction again. 7 hooks, 187 semantic patterns, 3 MCP tools.
thoughtbox
Kastalien-Research
Thoughtbox is an intention ledger for agents. Evaluate AI's decisions against its decision-making.
mcp-kubernetes
Azure
A Model Context Protocol (MCP) server that enables AI assistants to interact with Kubernetes clusters. It serves as a bridge between AI tools (like Claude, Cursor, and GitHub Copilot) and Kubernetes
unity-api-mcp
Codeturion
Instant, accurate Unity API lookups instead of expensive source file reads, saving your agent tokens, context, and hallucinations
mcp-gearbox
rohitsoni007
A modern desktop application for managing Model Context Protocol (MCP) servers across multiple AI agents
mcp-gemini-search
arjunprabhulal
Model Context Protocol (MCP) with Gemini 2.5 Pro. Convert conversational queries into flight searches using Gemini's function calling capabilities and MCP's flight search tools
deploystack
deploystackio
Open source MCP hosting - deploy MCP servers to HTTP endpoints for n8n, Dify, Voiceflow, and any MCP client.
claude-mcps-and-prompts
tiagolemos05
Automated SEO blog generation using Claude with MCPs. Includes n8n workflows, prompts, and style guides. 0 → 6k impressions in 30 days.
google-calendar-mcp
takumi0706
Google Calendar MCP server for Claude Desktop integration
mcp-thinking
mattzcarey
thinking tool for claude desktop/mcp clients using Deepseek reasoner
Suganthans-GSC-MCP
Suganthan-Mohanadasan
An MCP server for Google Search Console. Ask Claude questions about your search data and get real answers. 20 tools: quick wins, cannibalisation, content decay, CTR benchmarking, alerting, indexing API, and more.
scheduler-mcp
PhialsBasement
MCP Scheduler is a task automation server that lets you schedule shell commands, API calls, AI tasks, and desktop notifications using cron expressions. Built with Model Context Protocol for seamless integration with Claude Desktop and other AI assistants.
claude-plugins
2389-research
28 plugins and MCP servers for Claude Code — TDD, multi-agent orchestration, iterative refinement, binary RE, structured decisions. Install any skill in one command.
mcp-duckdb-memory-server
IzumiSy
MCP Memory Server with DuckDB backend
getnote-mcp
iswalle
GetNote For MCP
better-bear
KuvopLLC
better-bear — MCP server.
Zikkaron
amanhij
Biologically-inspired persistent memory engine for Claude Code. 26 cognitive subsystems, Hopfield networks, predictive coding, causal discovery, successor representations, all running locally over SQLite.
trainingpeaks-mcp
JamsusMaximus
TrainingPeaks MCP server for Claude Desktop, Code and Cowork. No API approval needed - works with any account. Query workouts, CTL/ATL/TSB fitness data, power PRs via natural language.
fossil-mcp
yfedoseev
The code quality toolkit for the agentic AI era. Find dead code, clones, and scaffolding across 15 languages. MCP server + CLI.
n8n-nodes-claudecode
johnlindquist
n8n node for Claude Code SDK integration with MCP support
calculator-mcp-server
huhabla
A Model Context Protocol (MCP) server that provides Claude with advanced mathematical calculation capabilities
Claude-Deep-Research
mcherukara
An MCP (Model Context Protocol) server that enables comprehensive research capabilities for Claude
apple-mail-mcp
s-morgan-jeffries
🤖 MCP server for Apple Mail - Manage emails with AI using Claude Desktop. Search, send, organize mail with natural language.
intellegix-code-agent-toolkit
intellegix
Automated loop driver, slash commands, council automation, MCP browser bridge, and portfolio governance for Claude Code CLI
thoughtful-claude
martinbowling
MCP server that enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced reasoning engine 🤔
claude-code-tutorial
hiliyongke
Claude Code CLI 中文教程 - 从入门到精通，涵盖配置、Hooks、Skills、MCP集成及企业级最佳实践。
workflowy
mholzen
Powerful CLI and MCP server for WorkFlowy: reports, search/replace, backup support, and AI integration (Claude, LLMs)
tiger_cowork
Sompote
A self-hosted AI workspace unifying chat, code execution, parallel multi-agent orchestration, and project management. Each agent runs on a distinct provider — OpenAI-compatible APIs, Claude Code, or Codex CLI. MCP servers extend the toolbox. Built for 100+ tool-call sessions with context compression and checkpoint recovery.
crawlbase-mcp
crawlbase
Crawlbase MCP Server connects AI agents and LLMs with real-time web data. It powers Claude, Cursor, and Windsurf integrations with battle-tested web scraping, JavaScript rendering, and anti-bot protection enabling structured, live data inside your AI workflows.
rs-utcp
universal-tool-calling-protocol
Official Rust implementation of the UTCP
hwpx-mcp-server
airmang
MCP server for AI agents to read, edit, inspect, and validate local HWPX documents.
ebay-mcp
YosefHayim
Open source local MCP server providing AI assistants with comprehensive access to eBay's Sell APIs. Includes 325 tools for inventory management, order fulfillment, marketing campaigns, analytics, developer tools, and more.
unity-mcp-pro-plugin
youichi-uda
147 AI tools for Unity game development via MCP (Model Context Protocol). Connect Claude, Cursor, and AI assistants to your Unity editor.
mcp-mermaid-validator
rtuin
A Model Context Protocol server that validates and renders Mermaid diagrams.
mcp-recraft-server
recraft-ai
MCP (modelcontextprotocol) server implementation for Recraft API
excalidraw-skill
robonuggets
Excalidraw diagramming skill for Claude Code — 10 visual techniques, layout best practices, self-correcting diagrams via MCP
devrag
tomohiro-owada
Markdown vector search MCP server for Claude Code. Natural language search for markdown files using multilingual-e5-small embeddings.
financial-services-interest-group
modelcontextprotocol
Financial Services Interest Group
tokio-prompt-orchestrator
Mattbusel
Multi-core, Tokio-native orchestration for LLM pipelines.
ai-forge-mcp
HurtzDonutStudios
565 AI-callable tools across 16 MCP servers. Full-pipeline AAA game asset production. Controls Blender, Substance Suite, Maya, Houdini, and Unreal Engine 5. 50 specialized AI agents. One prompt in, game-ready asset out.
touchdesigner-mcp-server
bottobot
TouchDesigner Documentation MCP Server v2.6.1 - FIXED Python API tools! Features 629 operators + 14 tutorials + 69 Python API classes with working get_python_api & search_python_api tools. Zero-configuration setup for VS Code/Codium.
weixin_claude_code
Dcatfly
WeChat Channel plugin for Claude Code — bidirectional messaging between WeChat and Claude Code via MCP protocol
ns-mcp-server
r-huijts
A Model Context Protocol (MCP) server that provides access to NS (Dutch Railways) travel information through Claude AI. This server enables Claude to fetch real-time train travel information and disruptions using the official Dutch NS API.
senior-analyst
rrred0324
商业分析专家 — Claude Code skill + MCP 服务器。输入 /senior_analyst 即可触发结构化商业分析与行业建模。覆盖多个行业模板、商业建模五层结构、投资尽调框架。零 API Key。
mcpx
lydakis
Turn MCP servers into composable CLIs.
luma-mcp
JochenYang
Multi-Model Visual Understanding MCP Server, GLM-4.6V, DeepSeek-OCR (free), and Qwen3-VL-Flash. Provide visual processing capabilities for AI coding models that do not support image understanding.多模型视觉理解MCP服务器，GLM-4.6V、DeepSeek-OCR（免费）和Qwen3-VL-Flash等。为不支持图片理解的 AI 编码模型提供视觉处理能力。
mcp-security-audit
qianniuspace
A powerful MCP (Model Context Protocol) Server that audits npm package dependencies for security vulnerabilities. Built with remote npm registry integration for real-time security checks.
camofox-mcp
redf0x1
Anti-detection browser MCP server for AI agents — navigate, interact, and automate the web without getting blocked
template-mcp-server
redhat-data-and-ai
Production-ready Python template for building MCP servers with FastMCP, FastAPI, OAuth, and OpenShift deployment.
ctxvault
Filippo-Venturini
Local memory infrastructure for AI agents. Store knowledge and skills in isolated vaults you compose, control and query.
go-mcp-mysql
Zhwt
Zero burden, ready-to-use Model Context Protocol (MCP) server for interacting with MySQL and automation. No Node.js or Python environment needed.
skillboss-skills
SkillBoss-AI
MCP server & Claude Code skills for 100+ AI services (LLMs, image/video gen, TTS). One API key, OpenAI-compatible.
wookstar-claude-plugins
henkisdabro
An opinionated Claude Code Plugin Pack. Skills, Agents, Hooks, MCPs. Examples: Email draft preview assistance & humanisation. Agents for Codex and Gemini "outsourcing". Skills for Google Analytics & Google Tag Manager, Shopify and much more
claude-code-setup
b33eep
Persistent memory system for Claude Code via Markdown. Setup with /init-project, resume with /catchup, wrap with /wrapup. Includes coding standards, MCP servers, and modular skills. Solves context loss after /clear.
deepseek-claude-MCP-server
HarshJ23
a MCP server which integrates reasoning capabilities of DeepSeek R1 model into claude desktop app.
hana-mcp-server
HatriGt
SAP HANA MCP server — Enterprise Model Context Protocol server for SAP HANA. Use with Claude Code, VS Code. npm: hana-mcp-server
Talon
CarbeneAI
Penetration Testing MCP for Claude Code. AI-assisted security testing with automated recon, service enumeration, and reporting.
rhinoMcpServer
always-tinkering
RhinoMCP connects Rhino to Claude AI through the Model Context Protocol (MCP), enabling AI-assisted 3D modeling and architectural design.
mcp-android-server-python
nim444
MCP Android agent - This project provides an *MCP (Model Context Protocol)* server for automating Android devices using uiautomator2. It's designed to be easily plugged into AI agents like GitHub Copilot Chat, Claude, or Open Interpreter to control Android devices through natural language.
omnifocus-mcp-enhanced
jqlts1
Enhanced Model Context Protocol (MCP) server for OmniFocus with complete subtask support, perspective views (Inbox/Flagged/Forecast/Tags), ultimate task filtering, and direct access to custom perspectives. Seamlessly integrate OmniFocus with Claude AI for intelligent task management.
codex-mcp-go
w31r4
codex-mcp-go is a Go-based MCP (Model Context Protocol) server that serves as a bridge for Codex CLI, enabling various AI coding assistants (such as Claude Code, Roo Code, KiloCode, etc.) to seamlessly collaborate with Codex.
sample-agentic-ai-web
aws-samples
This project demonstrates how to use AWS Bedrock with Anthropic Claude and Amazon Nova models to create a web automation assistant with tool use, human-in-the-loop interaction, and vision capabilities.
mcp-server-atlassian-confluence
aashari
Node.js/TypeScript MCP server for Atlassian Confluence. Provides tools enabling AI systems (LLMs) to list/get spaces & pages (content formatted as Markdown) and search via CQL. Connects AI seamlessly to Confluence knowledge bases using the standard MCP interface.
Generative-UI-MCP
op7418
MCP server that teaches AI models to generate interactive visualizations — charts, diagrams, mockups, and more.
oatpp-mcp
oatpp
Anthropic’s Model Context Protocol implementation for Oat++
claude-team-mcp
7836246
🤖 Multi-Agent MCP Server - Let Claude Code / Windsurf / Cursor orchestrate GPT, Claude, Gemini to work as an AI dev team
roadrecon_mcp_server
atomicchonk
Claude MCP server to perform analysis on ROADrecon data
google-ads-analyzer
mathiaschu
A Claude Code skill + MCP server setup for expert-level Google Ads campaign analysis
multicli
osanoai
Gemini, Codex, Claude, and OpenCode all in a single MCP tool for use by any coding agent.
DelphiAnthropic
MaxiDonkey
The Anthropic API wrapper for Delphi leverages cutting-edge models, including Anthropic's advanced Claude series, to deliver powerful features for chat interactions, vision processing, caching, efficient batch processing, connector MCP and skills
google-mcp
grahac
Gmail + Google Calendar MCP server for Claude. Works with any Google account — OAuth2 refresh tokens, no gcloud required.
nvim-mcp
paulburgess1357
MCP server that connects AI agents to your running Neovim instance via msgpack-RPC — no plugins required.
illustrator-mcp-server
spencerhhubert
mcp server to run scripts on adobe illustrator
evernote-mcp-server
brentmid
Evernote MCP server - allows LLMs that support MCP (like Claude Desktop) to query your notes in Evernote
safari-mcp
achiya-automation
Native Safari browser automation for AI agents. 80 tools via AppleScript — zero overhead, keeps logins, runs silently in background. Drop-in alternative to Chrome DevTools MCP with 40-60% less CPU/heat on Apple Silicon.
1xn-vmcp
1xn-labs
vMCP - Virtual Model Context Protocol
claude-mcp-setup
patruff
Easy setup script for Anthropic Claude Model Context Protocol (MCP) servers on Windows
claude-search-mcp
Doriandarko
A MCP server that provides web search capabilities using the Claude API.
fast-filesystem-mcp
efforthye
A high-performance Model Context Protocol (MCP) server that provides secure filesystem access for Claude and other AI assistants.
aistack
blackms
Production-grade agent orchestration for Claude Code - 11 agents, 46 MCP tools, SQLite+FTS5, drift detection, consensus checkpoints
mcp-zap-server
dtkmn
A Spring Boot application exposing OWASP ZAP as an MCP (Model Context Protocol) server. It lets any MCP‑compatible AI agent (e.g., Claude Desktop, Cursor) orchestrate ZAP actions—spider, active scan, import OpenAPI specs, and generate reports.
mcp-bsl-lsp-bridge
SteelMorgan
MCP-сервер, который даёт ИИ-агентам (Cursor, Claude Code и др.) доступ к возможностям BSL Language Server для работы с кодом 1С и OneScript: навигация, поиск, диагностика, рефакторинг. Цель - обеспечить детерминированные операции над кодом и экономия токенов (конечно модель всё может сделать грепами, но сколько токенов сожжет?)
dotbot
andresharpe
Structured, auditable AI-assisted development for teams. Zero-dependency MCP server, web dashboard, and multi-provider AI CLI support.
rustchain-mcp
Scottcjn
MCP server for RustChain blockchain and BoTTube video platform — AI agent tools for earning RTC tokens. Built on createkr's RustChain SDK.
ontosphere
ThHanke
Browser-based RDF/ontology knowledge graph editor — load RDF from files, URLs or SPARQL endpoints; author nodes and edges on the canvas; run OWL-RL reasoning; apply multi-algorithm layout and clustering. AI-native via MCP tool surface and relay bridge. Fully client-side, no backend required.
mcp-youtube
adhikasp
Model Context Protocol to fetch youtube transcript
octave-mcp
elevanaltd
OCTAVE protocol - structured AI communication with 3-20x token reduction. MCP server with lenient-to-canonical pipeline and schema validation.
mcp-codebase-index
MikeRecognex
17 MCP query tools for codebase navigation — functions, classes, imports, dependency graphs, change impact. Zero dependencies. 87% token reduction.
SKILLS_All-in-one
eric861129
Open-source AI agent skills library with downloadable skills for Claude Code, ChatGPT, and MCP workflows.
gepa-mcp
developzir
MCP server integrating GEPA (Genetic-Evolutionary Prompt Architecture) for automatic prompt optimization with Claude Desktop
kirby-mcp
bnomei
CLI-first MCP server for composer-based Kirby CMS projects — inspect blueprints/templates/plugins, interact with a real Kirby runtime, and use a bundled Kirby knowledge base.
mcp-mail
shuakami
📧 MCP Mail Tool - AI-powered email management tool | 基于 MCP 的智能邮件管理工具
cheat-engine-server-python
bethington
MCP Cheat Engine Server — provides safe, structured read-only access to memory analysis and debugging functionality through the Model Context Protocol (MCP). For developers, security researchers, and game modders.
mcp-nomad
kocierik
A nomad MCP Server (modelcontextprotocol)
Open-ClaudeSkill
QianjieTech
Bring Claude's Skill system to any MCP-compatible AI agent through progressive disclosure. Universal, standards-based, and easy to use.
codexmate
SakuraByteCore
Local-first AI control plane for Codex, Claude Code, and OpenClaw — one-click provider/model/profile switching, backup-safe config writes, unified session browser, and MCP stdio.
ApkMCP-Auto
kggzs
本项目是一个 Android 逆向工程工具集合，通过 MCP (Model Context Protocol) 协议将 AI 助手（如 Claude）与专业的 Android 反编译工具连接起来，实现智能化的 APK 分析与修改。
Next-Level-Pentesting-Using-Claude-AI-with-Burp-Suite-Community-via-MCP
LvL23HT
If you're using Burp Suite Community Edition and want to supercharge your workflow with some powerful AI assistance – without needing Burp Pro – then this guide is going to blow your mind.
PowerShell.MCP
yotsuda
The universal MCP server for Claude Code and other MCP-compatible clients. One installation gives AI access to 10,000+ PowerShell modules and any CLI tool. You and AI collaborate in the same console with full transparency. Supports Windows, Linux, and macOS.
kimi-code-mcp
howardpen9
MCP server for Claude Code × Kimi K2.5 (256K context) — delegate bulk codebase analysis to Kimi, save 90% on token costs. Session caching, parallel agents, TypeScript.
MCPApp
tanaikech
This text introduces the Model Context Protocol (MCP) for AI interaction, exploring Google Apps Script (GAS) as a server option. It shows feasibility with a sample but notes the lack of a GAS SDK, aiming to encourage understanding and development.
beanquery-mcp
vanto
Beancount MCP Server is an experimental implementation that utilizes the Model Context Protocol (MCP) to enable AI assistants to query and analyze Beancount ledger files using Beancount Query Language (BQL) and the beanquery tool.
mcp-workspace
MarcusJellinghaus
MCP Workspace Server: A secure Model Context Protocol server providing file, git, and GitHub tools for AI assistants within a sandboxed project directory.
mcp-domain-availability
imprvhub
A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS verification, bulk checking, and smart suggestions. Zero-clone installation via uvx.
bonnard-cli
bonnard-data
Open-source agentic schema CLI. Optimised for claude code, gemini, codex and co-pilot. Skills included.
ModelContextProtocol.jl
JuliaSMLM
ModelContextProtocol.jl — MCP server.
mcp-claude-reviewer
rsokolowski
mcp-claude-reviewer — MCP server.
Godot-MCP
Dokujaa
An MCP for Godot that leverages Claude
foundry-vtt-mcp
adambdooley
An MCP (Model Context Protocol) server that bridges Foundry VTT data with Claude Desktop, enabling users to chat with their game world data using their own Claude subscription.
mcp
supadata-ai
Official Supadata MCP Server - Adds powerful video & web scraping to Cursor, Claude and any other LLM clients.
wmux
openwong2kim
Windows tmux alternative for AI agents — split terminals for Claude Code, Codex, Gemini CLI with MCP browser automation. No WSL required.
mowen-mcp-server
z4656207
墨问笔记API的MCP服务器封装，支持在Cursor、Claude Desktop等MCP客户端中操作墨问笔记
Readwise-Reader-MCP
edricgsh
A Model Context Protocol (MCP) server for the Readwise Reader API, built with TypeScript and the official Claude SDK.
home-assistant-mcp
Coolver
Home Assistant MCP Server. Enable Cursor, VS Code, Claude Code or any MCP-enabled IDE to vibe-code and manage Home Assistant: create automations, design dashboards, tweak themes, modify configs and deploy changes to your HA instance using natural language 🏠🤖
mcp-server-arangodb
ravenwits
This is a TypeScript-based MCP server that provides database interaction capabilities through ArangoDB. It implements core database operations and allows seamless integration with ArangoDB through MCP tools. You can use it wih Claude app and also extension for VSCode that works with mcp like Cline!
MCP-Airflow-API
call518
⚡ Control Apache Airflow with natural language via MCP. Chat with your workflows using Claude, GPT, or any LLM — no REST API calls needed. Supports Airflow 2.x (43 tools) & 3.0+ (45+ tools).
mcp-playground
Elkhn
A Streamlit-based chat app for LLMs with plug-and-play tool support via Model Context Protocol (MCP), powered by LangChain, LangGraph, and Docker.
Blender-MCP-Server
poly-mcp
MCP server addon for Blender - Control Blender via AI agents through 51 powerful tools. Made to be used with PolyMCP for intelligent tool orchestration. Features thread-safe execution, auto-dependency installation, and complete 3D workflow automation.
python-notebook-mcp
UsamaK98
Lightweight Python Notebook MCP - Enable AI assistants to create, edit, and view Jupyter notebooks via Model Context Protocol
MCP-Scanner
knostic
Advanced Shodan-based scanner for discovering, verifying, and enumerating Model Context Protocol (MCP) servers and AI infrastructure tools over HTTP & SSE.
aura
mezmo
A production-ready framework for composing AI agents from declarative TOML configuration, with MCP tool integration, RAG pipelines, and an OpenAI-compatible web API.
dynamic-fastmcp
ragieai
Dynamic FastMCP extends the Model Context Protocol Python server with context-aware tools that adapt their behavior and descriptions based on user, tenant, and request context.
cordyceps
brookstalley
Grasshopper MCP Bridge - Claude takes control of Grasshopper
email-mcp
TimeCyber
一个让AI轻松接管邮箱的MCP服务，基于 Model Context Protocol (MCP) 构建，支持在 MCP-X,Claude Desktop 等 MCP 客户端中使用。
let-them-talk
Dekelelz
MCP message broker + web dashboard for inter-agent communication. Let AI CLI agents (Claude Code, Gemini CLI, Codex CLI) talk to each other.
ClaudeCodeBrowser
nanogenomic
MCP Firefox browser automation extension for Claude Code - screenshots, clicking, typing, page refresh, and AI-powered web interaction
Claude-Project-Coordinator
M-Pineapple
Claude Project Coordinator is a Swift-powered MCP (Model Context Protocol) server designed to streamline multi-project Xcode development. It lets you track project status, auto-detect frameworks, search code patterns, and maintain a structured development knowledge base — all locally, with Claude Desktop as your assistant.
codexlens-search
catlog22
Lightweight semantic code search engine — 2-stage vector + FTS + RRF fusion + MCP server for Claude Code
mcp-server-weibo
qinyuanpei
基于 Model Context Protocol 的微博数据接口服务器 - 实时获取微博用户信息、动态内容、热搜榜单、粉丝关注数据。支持用户搜索、内容搜索、话题分析，为 AI 应用提供完整的微博数据接入方案。
peta-core
dunialabs
The Control Plane for MCP — secure vault, managed runtime, audit trail, and policy-based approvals.
mcp-tasks
flesler
A comprehensive and efficient MCP server for task management with multi-format support (Markdown, JSON, YAML)
ckan-mcp-server
ondata
MCP server for querying CKAN open data portals (package search, DataStore SQL, organizations, groups, tags)
devcontext
aiurda
DevContext is a cutting-edge Model Context Protocol (MCP) server designed to provide developers with continuous, project-centric context awareness. Unlike traditional context systems, DevContext continuously learns from and adapts to your development patterns and delivers highly relevant context providing a deeper understanding of your codebase.
mcp-servers-kagi
ac3xx
A Model Context Protocol server implementation for Kagi's API
algorand-mcp
GoPlausible
Algorand Local Model Context Protocol (Server & Client)
prism-mcp-rs
prismworks-ai
Enterprise-grade Rust implementation of Anthropic's MCP protocol
codebase-context
PatrickSys
Generate a map of your codebaseto help AI Agents understand your architecture, coding conventions and patterns. Discoverable with Semantic Search
awesome-mcp-servers
mctrinh
A curated list of excellent Model Context Protocol (MCP) servers.
mcp-zenml
zenml-io
MCP server to connect an MCP client (Cursor, Claude Desktop etc) with your ZenML MLOps and LLMOps pipelines
code-screenshot-mcp
MoussaabBadla
MCP server for generating beautiful code screenshots directly from Claude
mcp-front
stainless-api
Auth proxy for Model Context Protocol servers - adds authentication to MCP tools for Claude.ai, Claude Code, Cursor, Gemini
thingspanel-mcp
ThingsPanel
This MCP server integrates ThingsPanel IoT platform with AI models like Claude, GPT, and others that support the Model Context Protocol.
coder-config
regression-io
Configuration manager for AI coding tools - Claude Code, Gemini CLI, Codex CLI, Antigravity. Manage MCPs, rules, permissions, memory, and workstreams.
Dragon-Brain
iikarus
Dragon Brain — persistent long-term memory for AI agents via MCP (Model Context Protocol). Knowledge graph (FalkorDB) + vector search (Qdrant) + CUDA GPU embeddings. Works with Claude, Gemini CLI, Cursor, Windsurf, VS Code Copilot. 30 tools, 1121 tests.
roampal-core
roampal-ai
Outcome-based persistent memory MCP server for Claude Code and OpenCode. Good advice promoted, bad advice demoted. pip install roampal.
LLaMa-MCP-Streamlit
Nikunj2003
AI assistant built with Streamlit, NVIDIA NIM (LLaMa 3.3:70B) / Ollama, and Model Control Protocol (MCP).
openaccountants
openaccountants
Open-source tax skills for AI — 371 skills across 134 countries. Upload to any LLM or connect via MCP. Quality-tiered Q1–Q5.
hop
danmartuszewski
Fast, elegant SSH connection manager with a TUI dashboard and MCP server
fal-mcp-server
raveenb
MCP server for Fal.ai - Generate images, videos, music and audio with Claude
grafana-mcp-analyzer
SailingCoder
让AI助手直接分析你的Grafana监控数据 - A Model Context Protocol server for Grafana data analysis
maniple
Martian-Engineering
MCP server for orchestrating Claude Code or Codex sessions via iTerm2 or tmux
mcp-gopls
Yantrio
Go language server (gopls) wrapped as an MCP server for AI-powered code assistance in Claude and other MCP-compatible tools
qartez-mcp
kuberstar
Semantic code intelligence MCP server for Claude Code - project maps, symbol search, impact analysis, and more
mcp-logic
angrysky56
Fully functional AI Logic Calculator utilizing Prover9/Mace4 via Python based Model Context Protocol (MCP-Server)- tool for Windows Claude App etc
bioinformatics-agent-skills
variomeanalytics
MCP server for bioinformatics agent skills — query a knowledge graph of 78 bioinformatics workflows directly from Claude Code
mcp-js
r33drichards
MCP server that exposes a V8 JavaScript runtime as a tool for AI agents like Claude and Cursor. Supports persistent heap snapshots via S3 or local filesystem, and is ready for integration with modern AI development environments.
vsync
nicepkg
Sync MCP servers, Skills, Agents & Commands across Claude Code, Cursor, OpenCode, Codex. One config, all tools.
mermaid-mcp
Narasimhaponnada
mermaid-mcp — MCP server.
velocity
OptimiLabs
Local-first workspace for Claude Code, Codex CLI, and Gemini CLI with sessions, analytics, workflows, and tools
mcp-server
Aayush9029
MCP SERVER
mie
kraklabs
Persistent memory graph for AI agents. Facts, decisions, entities, and relationships that survive across sessions, tools, and providers. MCP server — works with Claude, Cursor, ChatGPT, and any MCP client.
arifos
ariffazil
ArifOS — Constitutional MCP kernel for governed AI execution. AAA architecture: Architect · Auditor · Agent. Built for the open-source agentic era.
mcp-flight-search
arjunprabhulal
MCP Server implementation for the Model Context Protocol (MCP) enabling AI tool usage - Realtime Flight Search
memcord
ukkit
🧠 Privacy-first MCP server for AI memory management. Save, search & organize chat history with intelligent summarization.
project_astro
whit3rabbit0
MCP Server and Kali API Server- With Claude Desktop Integ
herald
kOlapsis
The self-hosted MCP bridge between Claude Chat and Claude Code.
caido-mcp-server
c0tton-fluff
MCP server for Caido proxy integration. Enables AI assistants like Claude Code to browse, analyse, and interact with HTTP traffic.
pbixray-mcp-server
jonaolden
MCP server to give llms such as Claude, GitHub Copilot etc full PowerBI model context (from input .pbix) through tools based on PBIXRay python package.
Perplexity-Comet-MCP
RapierCraft
MCP server connecting Claude Code to Perplexity Comet browser. Autonomous web browsing, agentic research, multi-tab management. Windows/WSL/macOS support. Smart completion detection, auto-reconnect, tab protection. Enhanced fork with 7 tools including comet_tabs.
SUMO-MCP-Server
XRDS76354
SUMO-MCP 是一个连接大语言模型 (LLM) 与 Eclipse SUMO 交通仿真的中间件。通过 Model Context Protocol (MCP)，它允许 AI 智能体（如 Claude, Cursor, TRAE等）直接调用 SUMO 的核心功能，实现从OpenStreetMap 数据获取、路网生成、需求建模到仿真运行与信号优化的全流程自动化。
claude-mcp
cnych
Claude Unified Model Context Interaction Protocol
fcpxml-mcp-server
DareDev256
🎬 The first AI-powered MCP server for Final Cut Pro XML. Control your edits with natural language.
Go-High-Level-MCP-2026-Complete
BusyBee3333
GoHighLevel MCP Server — 520+ tools across 40 categories. Voice AI, Proposals, Contacts, Calendars, Conversations, Opportunities, Invoices, Payments, Workflows, Social Media, and more. MCP SDK 1.26, Streamable HTTP, tool annotations.
mcp-gateway
theognis1002
Model Context Protocol (MCP) Gateway & Registry - Central hub for managing tools, resources, and prompts for MCP-compatible LLMs. Translates REST APIs into MCP, builds virtual MCP servers with security and observability, and bridges multiple transports (stdio, SSE, streamable HTTP).
keycloak-model-context-protocol
ChristophEnglisch
MCP server implementation for Keycloak user management. Enables AI-powered administration of Keycloak users and realms through the Model Context Protocol (MCP). Seamlessly integrates with Claude Desktop and other MCP clients for automated user operations.
dexpaprika-mcp
coinpaprika
DexPaprika MCP server allows access real-time and historical data on crypto tokens, DEX trading activity, and liquidity across multiple blockchains. It enables natural language queries for exploring market trends, token performance, and DeFi analytics through a standardized interface.
orionbelt-semantic-layer
ralfbecher
API-first semantic engine and query planner for AI agents that compiles declarative YAML models into optimized, dialect-specific SQL across BigQuery, PostgreSQL, Snowflake, ClickHouse, Dremio, Databricks, DuckDB, and MySQL.
dynamic-shell-server
codelion
Dynamic Shell Command MCP Server
mcp-zero
zeromicro
Model Context Protocol (MCP) server for go-zero framework - Generate APIs, RPC services, and models with AI assistance.
claude-outlook-mcp
syedazharmbnr1
claude-outlook-mcp — MCP server.
ZMCPTools
ZachHandley
A custom TypeScript MCP Server intended to be used with Claude Code
vs-claude
badlogic
VS Code extension and MCP server so Claude Code can open files, diffs and manipulate VS Code in other ways.
mcp-code-execution-enhanced
yoloshii
Enhanced MCP code execution. Agent framework-agnostic (optimized for Claude Code). Skills framework (99.6% token reduction), multi-transport, sandboxing
salesforce-mcp-server
jaworjar95
A comprehensive Model Context Protocol (MCP) server that provides seamless Salesforce integration for AI development tools like Claude Desktop, Cline, and other MCP-compatible clients.
locallama-mcp
Heratiki
An MCP Server that works with Roo Code/Cline.Bot/Claude Desktop to optimize costs by intelligently routing coding tasks between local LLMs free APIs and paid APIs.
golemcore-bot
alexk-dev
Agent Platform for AI-Native Companies
prompt-pro
timothywarner-org
Master AI prompting for business innovation. O'Reilly Live Learning course by Tim Warner covering ChatGPT, Claude, Copilot, and enterprise prompt engineering with MCP implementation.
ue5-mcp-bridge
Natfii
MCP server bridging AI assistants to Unreal Engine 5 editor
mcp-annotations
spring-ai-community
Incubating annotation support for MCP. Built on top of the MCP Java SDK: https://github.com/modelcontextprotocol/java-sdk
agent-mcp-gateway
roddutra
Provides per-subagent MCP access controls to Claude Code (or any MCP client) across all your MCPs and prevents context window bloat. Loads only 3 tools instead of all your MCP Server's tool definitions. Agents discover tools on-demand, only when needed. Control which servers and individual tools each agent/subagent can access.
metabase-ai-assistant
enessari
🚀 The most powerful MCP Server for Metabase - 111+ tools for AI SQL generation, dashboard automation & enterprise BI. Works with Claude, Cursor, ChatGPT.
claudeck
hamedafarag
A browser-based UI for Claude Code — chat, run workflows, manage MCP servers, track costs, and orchestrate autonomous agents from a local web interface. Installable as a PWA.
UniClaude
TheArcForge
Claude Code, natively inside Unity Editor. A dockable chat window with full project awareness, 60+ MCP tools, and zero alt-tabbing.
prompt-decorators
synaptiai
A standardized framework for enhancing how LLMs process and respond to prompts through composable decorators, featuring an official open standard specification and Python reference implementation. Claude Code plugin and MCP server integration.
NepseAPI-Unofficial
surajrimal07
Unlock Nepal Stock Exchange (NEPSE) data with this powerful unofficial API. Features REST, WebSocket, and a first-of-its-kind Model Context Protocol (MCP) server, enabling AI models like Claude to perform live market analysis with over 20 specialized tools. Strictly for educational and non-commercial use.
agent-trace
Siddhant-K-code
strace for AI agents. Capture and replay every tool call, prompt, and response from Claude Code, Cursor, or any MCP client
TermHive
0x0funky
Human-driven multi-agent dashboard for Claude Code, Codex, Gemini & OpenCode. Web UI, project wiki, shared content, and MCP-based agent messaging — see every agent, coordinate manually, intervene instantly.
agentic-mcp-client
peakmojo
A standalone agent runner that executes tasks using MCP (Model Context Protocol) tools via Anthropic Claude, AWS BedRock and OpenAI APIs. It enables AI agents to run autonomously in cloud environments and interact with various systems securely.
SpectrAI
wei9966
光谱AI (SpectrAI) — 开源多会话 AI 编程桌面客户端，支持 Claude/Codex/Gemini 多 Provider 并行，内置 MCP 工具网关、技能模板、文件管理、Git 面板与终端。官网地址：https://www.spectraidev.com/
access
modelcontextprotocol
Infrastructure as Code for MCP access management
mysql-mcp-server
TickHaiJun
MCP MySQL Server 是一个基于 @modelcontextprotocol/sdk 的 MySQL 工具服务，支持 SQL 查询、表结构获取、连接检测等功能，适用于 AI 代理、自动化工具等场景。
example-remote-client
modelcontextprotocol
example-remote-client — MCP server.
mcp-server-semgrep
VetCoders
MCP Server Semgrep is a [Model Context Protocol](https://modelcontextprotocol.io) compliant server that integrates the powerful Semgrep static analysis tool with AI assistants like Anthropic Claude. It enables advanced code analysis, security vulnerability detection, and code quality improvements directly through a conversational interface.
modelcontextprotocol-security.io
ModelContextProtocol-Security
Official website and documentation hub for the Model Context Protocol Security initiative. Provides security guidance, best practices, tools, and community resources for safely deploying MCP servers and AI agents. A Cloud Security Alliance community project.
whois-mcp
modelcontextprotocol-servers
whois-mcp — MCP server.
modelcontextprotocol-rust-sdk
jeanlucthumm
The UNofficial Rust SDK for Model Context Protocol servers and clients
consul-mcp-server
kocierik
A consul MCP Server (modelcontextprotocol)
modelcontextprotocol.name
nirholas
Give AI agents access to money 💰1,100+ MCP tools — swap, bridge, stake, lend, trade, and deploy across most blockchains. The open MCP gateway where AI meets DeFi. Trade crypto, swap across DEXs, bridge chains, stake tokens, lend, track whales, read market news, analyze smart contracts, pay other agents autonomously via x402.
mcpserver-audit
ModelContextProtocol-Security
mcpserver-audit: Helps you check if MCP servers are safe before using them. Examines servers for security problems, supports publishing findings in audit-db and vulnerability-db. Part of the Model Context Protocol Security initiative, a Cloud Security Alliance project.
transports-wg
modelcontextprotocol
Transports Working Group
google-search-mcp
modelcontextprotocol-servers
google-search-mcp — MCP server.
ComfyUI_MCP
ericwanghp
CmfyUI_MCP Server is a loosely coupled, extensible, and configuration-driven ModelContextProtocol (MCP) server designed for ComfyUI.
defectdojo-mcp
jamiesonio
An experimental ModelContextProtocol server connecting LLMs to DefectDojo for AI-powered security workflows. Enables natural language interaction with vulnerability data, simplifies security analysis, and automates reporting through a lightweight middleware integration.
mcp-sdk
latacora
A clojure/ring adapter for the official modelcontextprotocol Java SDK
dynamic-mcp-server
scitara-cto
A flexible and extensible framework for building Model Context Protocol (MCP) servers that conforms to the [Model Context Protocol specification](https://modelcontextprotocol.io/). This framework enables both static and dynamic tool registration, allowing tools to be defined at runtime as well as compile time.
netsuite-mcp-server
dsvantien
This project is officially listed on the https://github.com/modelcontextprotocol/servers , which showcases community-built and verified MCP servers.
dns
modelcontextprotocol
Infrastructure as Code for MCP domains / DNS management
experimental-ext-interceptors
modelcontextprotocol
Status: Experimental. This repository provides a multi-language reference implementation of the proposed interceptor extension for the Model Context Protocol (MCP), as described in SEP-1763.
modelcontextprotocol_veeam
jorgedlcruz
A Repository with a collection of MCP Servers for Veeam
static
modelcontextprotocol
want a static file hosted somewhere? static.modelcontextprotocol.io is somewhere!
experimental-ext-grouping
modelcontextprotocol
About experimental exploration of organization for MCP primitives. Maintained by the Primitive Grouping Interest Group.
mastodon-mcp
The-Focus-AI
mastodon modelcontextprotocol server
modelcontextprotocol
terminalwire
A ruby implementation of the Model Context Protocol
audit-db
ModelContextProtocol-Security
Community-maintained database of MCP server audit results and security assessments. Contains structured audit findings, compliance reports, and security ratings to help organizations evaluate MCP server safety and make informed deployment decisions.
ModelContextProtocolClients.jl
Cvikli
Simplest MCP Client layer.
mcp-cpp
vparla
Model Context Protocol implementation in Pure C++20. See https://modelcontextprotocol.io/docs/sdk for context
mcp-oauth2.1-server
QuantGeekDev
Reference mcp server implementation of draft mcp oauth spec https://modelcontextprotocol.io/specification/draft/basic/authorization#2-3-authorization-server-discovery
mcp-runtime
YFGaia
mcp-runtime 是一个预配置的运行时环境，旨在简化在Windows上运行[模型上下文协议（MCP）](https://modelcontextprotocol.io/introduction) 服务器的设置过程。它集成了Node.js（包括`npx`和`npm`）、Python（包括`uv`、`uvx`和`pip`）以及Git等必要工具，让开发者能够专注于构建基于MCP的应用，如客户端Chatbot应用，而无需为环境配置而烦恼。
CNKI-MCP-Verifier
buluo533
一个基于 [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) 的知网文献真实性验证工具。 AI 在生成学术内容时经常"幻觉"出不存在的论文引用。本项目作为 MCP Server 接入 AI 工作流，在 AI 引用文献前自动查询 CNKI（中国知网），对标题和作者进行模糊匹配比对，判断论文是否真实存在。
ModelContextProtocol
yueh0607
基于.NET Standard 2.0实现的MCP Server，兼容Unity，无Python
MCPRepository
jaimaann
Open Source Repository for ModelContextProtocol MCP server
mcp-go-sdk
SetiabudiResearch
This SDK provides a Go implementation of the Machine Control Protocol (MCP), enabling bidirectional communication between clients and servers for tool execution, resource access, and prompt handling. Based on https://github.com/modelcontextprotocol SDK
experimental-ext-variants
modelcontextprotocol
Status: Experimental. This repository provides a multi-language reference implementation of the variants proposal for the Model Context Protocol (MCP), as described in SEP-2053.
mcp-i-core
modelcontextprotocol-identity
MCP-I protocol reference implementation — delegation, proof generation, session lifecycle, and cryptographic identity for the Model Context Protocol
mcp-server-koyeb
koyeb
Koyeb modelcontextprotocol server
mcp-fireproof-todos
jimpick
Experimenting with ModelContextProtocol and Fireproof
mcpcpp
nlpresearchai
A modern C++ implementation of the [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) for building AI-powered applications with external tool integration.
gdrive-mcp-server
dylancaponi
Actively maintained fork of @modelcontextprotocol/server-gdrive with OAuth token auto-refresh fix and security hardening
mcpbench
unimcp
MCPBench is the open standard for compatibility testing of various Model Context Protocol (MCP https://github.com/modelcontextprotocol) client and server SDK implementations.
tappay-agent-wallet
TapPay
TapPay Agent Wallet 透過 [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) 提供一組工具，讓 AI Agent 能夠代替使用者完成線上信用卡付款——從身份驗證、卡片綁定確認到產生一次性虛擬卡號，全程由 Agent 自動完成。
ElBruno.ModelContextProtocol
elbruno
Semantic routing for MCP tools - .NET library that indexes MCP tool definitions and returns the most relevant tools via vector search
vulnerability-db
ModelContextProtocol-Security
Comprehensive vulnerability database for Model Context Protocol servers and implementations. Tracks CVEs, security advisories, and community-reported vulnerabilities with detailed impact assessments, remediation guidance, and disclosure timelines.
experimental-ext-triggers-events
modelcontextprotocol
Incubation space for the MCP Triggers & Events Working Group
mcp-excel-reader-server
softgridinc-pte-ltd
A MS excel server based on modelcontextprotocol
agents-wg
modelcontextprotocol
Staging grounds for the Agents Working Group
console-to-http-mcp-server
halter73
Example of converting a stdio MCP server to HTTP using ModelContextProtocol.AspNetCore
mcp-weather
GreatAuk
mcp demo for https://modelcontextprotocol.io/quickstart/server
go-sdk
modelcontextprotocol-ce
An unofficial MCP(Model Context Protocol) Go/Golang SDK🎉🎉🎉
ollama-mcp-csharp
strabu
Simple Examples in C# (using Microsoft.Extensions.AI) that demonstrate how to use Tool-calling or MCP (using ModelContextProtocol csharp-sdk) with open/local LLMs running on Ollama (using OllamaSharp).
Civil3D-mcp-python-COM
antonhofstader
*civil3d-mcp* is a [Model Context Protocol](https://modelcontextprotocol.io) server > written in Python 3.11 that lets Claude Desktop drive Autodesk Civil 3D directly > via Windows COM automation — no companion plugin, no TCP socket, no extra process. NON OFFICIAL FROM AUTODESK. ONLY RESEARCH
DotNetCampus.ModelContextProtocol
dotnet-campus
A lightweight, zero-dependency yet full-featured MCP protocol implementation built with .NET. It can be easily integrated into your application, regardless of its architecture.
mcpdemo
zhanglilong23
.net MCP demo by modelcontextprotocol/csharp-sdk
ModelContextProtocol-WebAPI
enesdonmez
ASP.NET Core WebAPI tabanlı Model Context Protocol (MCP) ile Tool oluşturma
ModelContextProtocol.AspNetCore
gongap
MCP C# SDK 的 ASP.NET Core 扩展 （net6.0版本）
MCPRegistry
dstamand-msft
A MCP Registry that follows modelcontextprotocol/registry API specs
go-mcp-registry
leefowlercu
A Go SDK for the Official MCP Registry (https://registry.modelcontextprotocol.io)
wappmcp
vaibhavpandeyvpz
wappmcp is an open-source WhatsApp Web CLI and stdio MCP server built on top of whatsapp-web.js, commander, and @modelcontextprotocol/sdk.
MCP-Az-storage-Svc-Sample
MSFT-Innovation-Hub-India
This repository implements an MCP (Model Context Protocol) server that exposes various functionalities on an Azure Blob Storage account. It is based on the MCP SDK from Anthropic, which can be found at: https://github.com/modelcontextprotocol/python-sdk. It has sample code for an MCP Server and MCP Client
mcpserver-finder
ModelContextProtocol-Security
mcpserver-finder: Find and evaluate MCP servers with expert judgment checks for quality, security, and safety. Customizable tool with practical search methods and optional teaching guidance. Part of the Model Context Protocol Security initiative, a Cloud Security Alliance project
mcpserver-security-orchestrator
ModelContextProtocol-Security
mcpserver-security-orchestrator: Intelligent entry point to MCP security workflows. Coordinates discovery, audit, building, and deployment across open ecosystem including third party tools and services. Teaches or executes based on user preference. Part of the Model Context Protocol Security initiative, a Cloud Security Alliance project.
mcp-orchestrator
mrorigo
lightweight TypeScript library for composing and orchestrating [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) servers into domain-specific "experts"
actions
modelcontextprotocol
GitHub Actions relevant to the management of MCP repositories.
filesystem-mcp
codemaestroai
Public repository for FileSystem MCP, Fork of @modelcontextprotocol/server-filesystem
mcp-server
carsten-l
Experimenting with modelcontextprotocol.
ModelContextProtocolClient
InnoBridge
Host with MCP client to call MCP servers for MCP development
ModelContextProtocol.jl
svilupp
ModelContextProtocol.jl — MCP server.
DockerMcpServer
jamesburton
A Docker MCP Server built using the ModelContextProtocol NuGet package
sdk
modelcontextprotocol-ui
Reference implementation of the SDK for embedded components
gitlab-mcp-server
piatra-automation
Improved implementation of Anthropic's modelcontextprotocol/servers Gitlab MCP server
mcpserver-operator
ModelContextProtocol-Security
MCP Operations Expert - Teaches users how to securely deploy and operate MCP servers through guided operational security education. Provides practical deployment guidance while building user expertise in operational security and risk management. Part of the Model Context Protocol Security initiative.
mcp-sequential-thinking
virtuald
Translation of https://github.com/modelcontextprotocol/servers/tree/main/src/sequentialthinking into golang
mcp-memory-sqlite
Daichi-Kudo
SQLite-based MCP memory server with WAL mode for concurrent access. Drop-in replacement for @modelcontextprotocol/server-memory
tgfmcp
vaibhavpandeyvpz
tgfmcp is an open-source Telegram stdio MCP server built on top of telegraf, commander, and @modelcontextprotocol/sdk.
cronmcp
vaibhavpandeyvpz
cronmcp is an open-source cron scheduler stdio MCP server built on top of cron, commander, and @modelcontextprotocol/sdk.
zero-mcp
SNIKO
Zero-boilerplate, lightweight and fast MCP server toolkit. Skip the weight of `@modelcontextprotocol/sdk` and start shipping MCP servers in minutes with minimal code.
arcade-mcp-ts
ArcadeAI
TypeScript framework for building MCP servers with built-in OAuth (21 providers), secret injection, middleware, multi-user JWT auth, and worker routes. Wraps @modelcontextprotocol/sdk.
chronicle-mcp
nikolasil
ChronicleMCP is a secure, local-first [Model Context Protocol (MCP)](https://modelcontextprotocol.io) server that allows AI agents (like Claude Desktop, Cursor, and IDEs) to search your local browser history.
atlassian-dc-mcp-go
step-chen
A Go-based Model Context Protocol (MCP) service for managing Atlassian Data Center products (Jira, Confluence, Bitbucket) with unified interface, configurable authentication, and fine-grained permissions. Built with github.com/modelcontextprotocol/go-sdk.
dify_rag_mcp
lgwanai
一个基于 [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) 的 Dify RAG 服务器，提供知识库管理、文档处理、分段管理和智能搜索功能。
openclaw-mcp
Good0007
将 [OpenClaw](https://openclaw.ai) Gateway WebSocket API 封装为 [MCP (Model Context Protocol)](https://modelcontextprotocol.io/) 服务，让任何支持 MCP 的宿主（Claude Desktop、Cursor、VS Code Copilot Chat 等）可以直接与 OpenClaw 交互。
OpenClaw--xiaozhi-MCP-Server
19147951441
OpenClaw-xiaozhi MCP Server** 是一个基于 [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) 协议的智能桥接服务器，用于将用户意图通过 MCP 转发给 OpenClawAI 助手处理。支持异步任务处理、WebSocket 实时通信和任务完成回调通知。
experimental-ext-server-card
modelcontextprotocol
experimental-ext-server-card — MCP server.
modelcontextprotocol_servers
emblem-worlds
Mirror of https://github.com/modelcontextprotocol/servers
modelcontextprotocol
Bina-man
modelcontextprotocol — MCP server.
ModelContextProtocol
Ahmed-Jedidi
File creation with MCP
ModelContextProtocol
FCHEHIDI
6 Rust MCP servers (JSON-RPC 2.0 · rmcp SDK) — from minimal tool server to multi-server auth & composition. Filesystem, PostgreSQL, REST proxy, streamed resources, Claude Desktop integration. Production patterns: typed tools, error handling, stdio/SSE transport.
ModelContextProtocol
ix-magazin
ModelContextProtocol — MCP server.
ModelContextProtocol
JakeSax
A Swift implementation of Anthropic's Model Context Protocol (MCP)
modelcontextprotocol
ivrschool
modelcontextprotocol — MCP server.
Central-Memory-MCP
MWG-Logan
A custom fork of @modelcontextprotocol/server-memory using Azure Functions MCP triggers and Table storage.
mcpchn
fleeto
modelcontextprotocol
modelcontextprotocolProject
mynamerahulkumar
Model context protocol Project
astria-mcp
astriaai
ModelContextProtocol server for Astria
modelcontextprotocol-typescript-sdk-cheat-sheet
CyberT33N
modelcontextprotocol/typescript-sdk-cheat-sheet
modelcontextprotocol-go-sdk
jeanlucthumm
The UNofficial Go SDK for Model Context Protocol servers and clients
mcp-go-sdk-otel
curioswitch
OpenTelemetry instrumentation for modelcontextprotocol/go-sdk
modelcontextprotocol-typescript-sdk
pavinduLakshan
modelcontextprotocol-typescript-sdk — MCP server.
server-slack
monstar-lab-oss
Archived slack mcp server forked from modelcontextprotocol
ModelContextProtocolServer
InnoBridge
MCP server to provide tools
MCP-ModelContextProtocol
schitupolu
Model Context Protocol - Overview, how to secure and exmaples
ModelContextProtocol-Agent-Example
patsab
ModelContextProtocol-Agent-Example — MCP server.
go-weather-mcp-server
frsfahd
weather mcp server in Go (modelcontextprotocol.io SDK)
py-weather-mcp-server
frsfahd
weather mcp server in Python (modelcontextprotocol.io SDK)
mcp-sequentialthinking
msainville
Clone of modelcontextprotocol/servers for sequential thinking MCP server
TimeMCP
chew-z
Golang MCP server to replace modelcontextprotocol/time MCP server
mcp-client-gemini
4ourlab
MCP Client implementation for Gemini models. Reference: https://modelcontextprotocol.io
micronaut-mcp-tools-weather
sdelamo
MCP Weather demo as in https://modelcontextprotocol.io/quickstart/server
obsidian-mcp-macros
ianyimi
custom local obsidian mcp server using modelcontextprotocol/sdk & custom user written js scripts
mcpclient-security
ModelContextProtocol-Security
MCP Client security guidance and information
mcpserver-builder
ModelContextProtocol-Security
MCP Development Expert - Teaches users how to build secure, well-architected MCP servers through guided development education. Provides practical scaffolding and templates while building user expertise in secure development practices. Part of the Model Context Protocol Security initiative.
mcp-server-mssql
TerraCo89
MCP Server for MS SQL Integration - Provides ModelContextProtocol support for Microsoft SQL Server
mcp-explorer
ventz
MCP Explorer - because the official NXP Inspector (@modelcontextprotocol/inspector) is terrible! Also this has an API layer!
hacker-mcp-server-POC
sumitsk-simform
Lightweight Model Context Protocol (MCP) server that exposes Hacker News data as tools. Built with TypeScript and the @modelcontextprotocol/sdk.
jiraxmcp
vaibhavpandeyvpz
jiraxmcp is an open-source Jira stdio MCP server built on top of jira.js, commander, and @modelcontextprotocol/sdk.
mcp-registry-client
ben-alkov
A Python client for searching for and retrieving info about MCP servers hosted on the official MCP Registry (https://github.com/modelcontextprotocol/registry/tree/main/docs)
mcp-sdk-go
kakkky
This is an MCP SDK (written in Golang) implemented with reference to the modelcontextprotocol/typescript-sdk repository. Using this SDK, you can implement an MCP server in Go with almost the same programming experience as the widely adopted modelcontextprotocol/typescript-sdk. It's not an exaggeration to say that we've replaced it with Go.
1mcp
slzcdhd
A central proxy server that aggregates multiple upstream MCP (Model Context Protocol) servers, providing a unified interface for downstream clients using the official @modelcontextprotocol/sdk.
mcp-weather-server
JohnnieEmmanuel
This is my first ever mcp server. A ModelContextProtocol compatible weather data server powered by Node.js and TypeScript, using the MCP SDK for standardized data transport.
mcp-products-server
Tahubu-AI
Example MCP server using the .NET ModelContextProtocol SDK, Semantic Kernel, Aspire, and a Blazor client app. The MCP server provides tools to interact with a Cosmos DB database.
smallest-ai-mcp
Akshay-Sisodia
Production-grade ModelContextProtocol (MCP) server for the Smallest AI Waves platform. Exposes all Waves TTS and voice cloning features as MCP tools and resources. Ready for deployment.
wcp
ta1kun
WCP is to the web what [MCP](https://modelcontextprotocol.io) is to tools. While MCP connects AI models to local tools and services, **WCP connects AI agents to websites** via standard HTTP.
mcp-registry
zoom
This project provides Zoom's registry of MCP servers at registry.modelcontextprotocol.io. It contains the published registry metadata for remote MCP servers. It does not contain the server implementations themselves.
YouTubeMCPServer
robalexclark
Small .NET 9 Model Context Protocol (MCP) server that exposes a tool to fetch YouTube video transcripts using YoutubeExplode. The server communicates over stdio using the ModelContextProtocol package and is designed to be launched by an MCP‑compatible client.
mcp-server-memory
kwanLeeFrmVi
This project is derived from the original @modelcontextprotocol/server-memory package, modified for my specific needs. Providing persistent memory capabilities for AI models through a knowledge graph. This allows models like Claude to retain and recall information across interactions.
mcp-web-knowledge-coach
Ramakrishna-Gedala
This repository contains a streaming [Model Context Protocol](https://modelcontextprotocol.io/) server implemented in Python and a React web client that interacts with it over the Streamable HTTP transport. It is designed for demos and for training new learners on MCP concepts.
GitHub-README-MCP
QinyangTan
github-readme-mcp is a small [Model Context Protocol](https://modelcontextprotocol.io) (MCP) server that reviews README files using transparent, deterministic rules. Paste markdown, point at a local file, pass a GitHub repo URL, or hand it a raw URL—it returns scores, missing sections, concrete issues, and an improved draft.
experimental-ext-tasks
modelcontextprotocol
Status: Experimental. This repository provides a reference for the tasks extensions to the MCP protocol, allowing for long-running operations, such as Agent communication, in MCP.
ModelContextProtocol
goguiGit
ModelContextProtocol — MCP server.
ModelContextProtocol
raki8963
Projects on how to build MCP servers , MCP clients and how to connect Reference servers using Our own mcp client
MODELCONTEXTPROTOCOL
saikiran927
MODELCONTEXTPROTOCOL — MCP server.
modelcontextprotocol
ogcincubator
BuildingBlock descriptions of the the elements of the Model Context Protocol. https://modelcontextprotocol.io/docs/getting-started/intro
modelcontextprotocol
RoshdiRaed
modelcontextprotocol — MCP server.
ModelContextprotocol
AlbertoDBP
ModelContextprotocol — MCP server.
ModelContextProtocol
ETdoFresh
ModelContextProtocol — MCP server.
ModelContextProtocol
Dsharma2002
ModelContextProtocol — MCP server.
ModelContextProtocol
kchawlani19
ModelContextProtocol — MCP server.
modelcontextprotocol
gsinghk81
modelcontextprotocol — MCP server.
modelContextProtocol
belviskhoremk
modelContextProtocol — MCP server.
modelcontextprotocol
ai-development-machine
modelcontextprotocol — MCP server.
modelcontextprotocol
stutibimali
MCP Chat is a command-line interface application that enables interactive chat capabilities with AI models through the Anthropic API. The application supports document retrieval, command-based prompts, and extensible tool integrations via the MCP (Model Control Protocol) architecture.
ModelContextProtocol
berkantkaraca
ModelContextProtocol — MCP server.
ModelContextProtocol
felipengeletrica
ModelContextProtocol — MCP server.
modelcontextprotocol
LeanMCP
modelcontextprotocol — MCP server.
modelcontextprotocol
gambop
modelcontextprotocol — MCP server.
modelcontextprotocol
ingted
modelcontextprotocol — MCP server.
modelcontextprotocol
maaksystemsllc
modelcontextprotocol — MCP server.
ModelContextProtocol
francoisbonnard
Model Context Protocol experiments
modelcontextprotocol
douglasdl
modelcontextprotocol — MCP server.
ModelContextProtocol
rsankar23
MCP Experimentation
modelcontextprotocol
alexiscastrocasco-dev
modelcontextprotocol — MCP server.
ModelContextProtocol
emreokanbaskaya1
ModelContextProtocol — MCP server.
ModelContextProtocol
newmancroos
ModelContextProtocol — MCP server.
ModelContextProtocol
RavishankarDuMCA10
ModelContextProtocol — MCP server.
modelcontextprotocol
shubhankit999
modelcontextprotocol — MCP server.
ModelContextProtocol
BlackNihonkai
ModelContextProtocol — MCP server.
modelcontextprotocol
Zeeshanunique
modelcontextprotocol — MCP server.
modelcontextprotocol
transdocs-org
MCP 中文文档（定时同步，非官方）
ModelContextProtocol
yashmaurya01
ModelContextProtocol — MCP server.
modelcontextprotocol
ycanns
modelcontextprotocol — MCP server.
ModelContextProtocol
miguelxp12
Un protocolo para gestionar el contexto de modelos
ModelContextProtocol
NilanjanaC
This repo have all MCP Server and Client related content
ModelContextProtocol
Megha2004
ModelContextProtocol — MCP server.
ModelContextProtocol
ravooruaiml-sys
ModelContextProtocol — MCP server.
ModelContextProtocol
JayavanthEficens
ModelContextProtocol — MCP server.
modelcontextprotocol
d33disc
modelcontextprotocol — MCP server.
ModelContextProtocol
wifineural
ModelContextProtocol — MCP server.
modelcontextprotocol
greigj
modelcontextprotocol — MCP server.
ModelContextProtocol
VikasPrajapati1998
MCP
modelcontextprotocol
sasakiblog26-lgtm
modelcontextprotocol — MCP server.
ModelContextProtocol
Arsalan7861
ModelContextProtocol — MCP server.
ModelContextProtocol
manishmawat
MCP related code repo
ModelContextProtocol
guyvdn
Developer Guide on Model Context Protocol
modelcontextprotocol
AIBlockOfficial
An MCP server for the AIBlock API
modelContextProtocol
ritikjain51
Here's all about Model Context Protocol
ModelContextProtocol
rakeshvchandran
ModelContextProtocol — MCP server.
ModelContextProtocol
craigcerto
Model Context Protocol Implementation for a Central AI Platform with Hub/Spoke Application Clients
modelcontextprotocol
DannyHoo
modelcontextprotocol — MCP server.
modelcontextprotocol
sportscanner
This repository holds Sportscanner MCP that connects to the crawler database; and can give Agentic workflows access to available bookings across London
modelcontextprotocol
Armelsandjong
modelcontextprotocol — MCP server.
modelcontextprotocol
FrankGenGo
modelcontextprotocol — MCP server.
Modelcontextprotocol
karnewarbhumi-art
Modelcontextprotocol — MCP server.
ModelContextProtocol
sharadkrsingh3687
ModelContextProtocol — MCP server.
ModelContextProtocol
NishantKJani
Using MCP to connect to my stock broking account
modelContextProtocol
sforsanjnarao
modelContextProtocol — MCP server.
ModelContextProtocol
lecoxsportif
Building my own MCP server - a clone of Context7
modelcontextprotocol
4arturas
modelcontextprotocol — MCP server.
modelcontextprotocol
nunonicolau
modelcontextprotocol — MCP server.
ModelContextProtocol
karatasliserhat
ModelContextProtocol — MCP server.
ModelContextProtocol
EchoFUN
ModelContextProtocol — MCP server.
ModelContextProtocol
DangerousDarlow
ModelContextProtocol — MCP server.
modelcontextprotocol
umeshbatra13
modelcontextprotocol — MCP server.
modelcontextprotocol
amitgupta2005
modelcontextprotocol — MCP server.
ModelContextProtocol
mksien83
ModelContextProtocol — MCP server.
modelContextProtocol
0226chester
modelContextProtocol — MCP server.
Try-mcp-location-server-demo
nisalgunawardhana
This project demonstrates a Model Context Protocol (MCP) server for managing locations using .NET 8 and the ModelContextProtocol library.
CanvasLMS-ModelContextProtocol
PewterZz
CanvasLMS-ModelContextProtocol — MCP server.
MCPServer
RaF75region
modelcontextprotocol
weathersofusa
KSKKSC123
modelcontextprotocol
mcp
KSKKSC123
modelcontextprotocol
ReadyPerfectly.ModelContextProtocol
ongzhixian
ReadyPerfectly ModelContextProtocol
mcp-wif-zig
openSVM
generate modelcontextprotocol servers in zig with ease modelcontextprotocol.io
modelcontextprotocol-getweather-example
tomconn
modelcontextprotocol getweather example
mcp_server
mcp-org-copilot
https://modelcontextprotocol.io/
MCP
ANNNgellalala
基于https://modelcontextprotocol.io 文档的ModelContextProtocol实现
MCPPlayground
refactoralligator
Playing around with ModelContextProtocol
awesome-mcp
weekend-project-space
awesome modelcontextprotocol resouce list
mcp-schema
qbq-systems
Synchronization with the upstream https://github.com/modelcontextprotocol/modelcontextprotocol server every 5 minutes.
modelcontextprotocolapiadapter
PaulStobbe
Model Context Protocol API Adapter
mcp-server-csharp-quickstart
tsubakimoto
https://modelcontextprotocol.io/quickstart/server
modelcontextprotocolservers
studyhubnetin-ui
Curated collection of production-ready MCP servers for Claude AI — GitHub, Notion, Sheets & more. The #1 Model Context Protocol integration hub.
demo-mcp
kharenzze
A demo using @modelcontextprotocol/sdk
modelcontextprotocol-tutorial
os1ma
modelcontextprotocol-tutorial — MCP server.
rescript-mcp
em
ReScript bindings for @modelcontextprotocol packages
spec.modelcontextprotocol
mcpcn
spec.modelcontextprotocol — MCP server.
yox-modelcontextprotocol
0xbn0xi0us
testing: https://github.com/modelcontextprotocol/typescript-sdk
modelcontextprotocol-servers
DoctorB00st
modelcontextprotocol-servers — MCP server.
modelcontextprotocol.io
JFB1972
modelcontextprotocol.io — MCP server.
SmartModelcontextprotocol
jurgen-paul
SmartModelcontextprotocol — MCP server.
modelcontextprotocol-security
khemegha
modelcontextprotocol-security — MCP server.
modelcontextprotocol-quickstart
shuaihuadu
modelcontextprotocol-quickstart — MCP server.
MCP-modelcontextprotocol
Shaikmoeen785
MCP-modelcontextprotocol — MCP server.
mcp-quickstart
chanrute
https://modelcontextprotocol.io/quickstart/server
modelcontextprotocol-webcam
tamakiii-sandbox
modelcontextprotocol-webcam — MCP server.
mcp-servers-java
sddtc
java versions about modelcontextprotocol/servers
my-modelcontextprotocol
StephenDenisEdwards
my-modelcontextprotocol — MCP server.
collibra_mcp_chip_recent_ver
jvongphasouk
upgraded with go get modelcontextprotocol
modelcontextprotocol-servers
panchovial-max
modelcontextprotocol-servers — MCP server.
modelcontextprotocol-hackathon
PIN-AI
modelcontextprotocol-hackathon — MCP server.
modelcontextprotocol-servers
71126225
Model Context Protocol Servers
mcp-client-for-azure-functions
tsubakimoto
https://github.com/modelcontextprotocol/csharp-sdk
d-modelcontextprotocol
leoustc
Distributed Model Context Protocol to Scale AI Internet
modelcontextprotocol_project
mishra7731
modelcontextprotocol_project — MCP server.
modelcontextprotocol-servers
adisuryanathan
modelcontextprotocol-servers — MCP server.
modelcontextprotocol-go-sdk
x86ed
Go SDK for Model Context Protocol servers and clients
modelcontextprotocol_servers
rajareddykr
modelcontextprotocol_servers — MCP server.
modelcontextprotocol-issue
Miaoxingren
modelcontextprotocol-issue — MCP server.
modelcontextprotocol_typescript-sdk
CorbettCajun
Mirror of https://github.com/modelcontextprotocol/typescript-sdk
modelcontextprotocol-java-sdk
ArturSkowronski
modelcontextprotocol-java-sdk — MCP server.
ensequethink
brdigetrlol
Modified version of modelcontextprotocol sequentialthinking server.
mcptest
vicperdana
Random repo to test ModelContextProtocol functionality
modelcontextprotocol-quickstart-resources
jurgen-paul
modelcontextprotocol-quickstart-resources — MCP server.
modelcontextprotocol--python-sdk
repolex-forx
RDF parse data for modelcontextprotocol/python-sdk
modelcontextprotocol-rust-sdk
withpoly
modelcontextprotocol-rust-sdk — MCP server.
modelcontextprotocol-weather-server
gonghaima
modelcontextprotocol-weather-server — MCP server.
ModelContextProtocol-
waelby99
getting started
modelcontextprotocol-rust-sdk
itsaphel
a rust sdk for the model context protocol
mcp-tutorial
wafuwafu13
https://modelcontextprotocol.io/quickstart/server#node
modelcontextprotocol-security.io
khemegha
modelcontextprotocol-security.io — MCP server.
modelcontextprotocol_python-sdk
CorbettCajun
Mirror of https://github.com/modelcontextprotocol/python-sdk
mock_modelcontextprotocol_servers
yet-another-agent
mock_modelcontextprotocol_servers — MCP server.
my-mcp-servers
keitasunaga
Customized MCP Servers based on modelcontextprotocol/servers
mcp-learning
excel007
follow https://modelcontextprotocol.io/docs/learn/architecture
mcp-python-study
itorly
https://modelcontextprotocol.io/docs/develop/build-server
tezlab-cli
vimal-venugopal16
CLI and ModelContextProtocol interface to tezlab
mcp-client
mordsm
based on https://modelcontextprotocol.io/quickstart/client
mcp-tutorial
lynnshaoyu
following some tutorials from https://modelcontextprotocol.io/
modelcontextprotocol-registry-research
chambridge
Research on the modelcontextprotocol/registry consider the deployment and management aspects in a kubernetes environment.
modelcontextprotocol-python-sdk
jurgen-paul
modelcontextprotocol-python-sdk — MCP server.
modelcontextprotocol-local-search
ahmadkhan100
A Model Context Protocol server for vector search over local files using transformers.js and FAISS
contrib--modelcontextprotocol-python-sdk
a-organvm
Contribution tracking: modelcontextprotocol/python-sdk PR #2361
java8-mcp
Yangxm1997
[io.modelcontextprotocol] & [spring-ai] for Java 8
ModelContextProtocol-POC
joshuamitchell192
ModelContextProtocol-POC — MCP server.
base44-mcp
maorfr
MCP (ModelContextProtocol) server for https://base44.app
weather-mcp
duranbe
https://modelcontextprotocol.io/docs/develop/build-server
-modelcontextprotocol-web-content-pick
kilicmu
A MCP tool for extracting structured content from web pages with customizable selectors and crawling options
mcp-server-typescript-template
zubhav
MCP Server Template using @modelcontextprotocol Typescript SDK
MooseMCP
NicolasAnquetil
An implementatio of the ModelContextProtocol for Moose
ModelContextProtocol.UI
AldousHuxy
ModelContextProtocol.UI — MCP server.
mcp_nodejs
alair-s
one mcp server by express and @modelcontextprotocol
ModelContextProtocol_Project
MehediHasan-75
ModelContextProtocol_Project — MCP server.
ModelContextProtocolBasic
deustchkinder
LLM'lerin üzerine agent'lar ve karmaşık iş akışları oluşturmamızı sağlayan bir protokol.
ModelContextProtocolDemo
acamit
Demo For MCP server and client
modelContextProtocolServer
PranavJa1n
modelContextProtocolServer — MCP server.
ModelContextProtocol-MCP-
Kiriti-aajad
ModelContextProtocol-MCP- — MCP server.
mcp-server-postgresql
trombini77
PostgreSQL MCP Server - cloned from modelcontextprotocol/servers-
testMCP
azoom-yongrok-choi
make MCP server for Test by modelcontextprotocol
ModelContextProtocol-Demo
Manish-Kumar-27
ModelContextProtocol-Demo — MCP server.
ModelContextProtocol-Training
SubhabrataBarik
ModelContextProtocol-Training — MCP server.
ModelContextProtocol_test
nairsidharthh
ModelContextProtocol_test — MCP server.
DockerAI_ModelContextProtocol
pibabu
DockerAI_ModelContextProtocol — MCP server.
AI-ModelContextProtocol
aravindt
AI-ModelContextProtocol — MCP server.
ModelContextProtocol-MCP
swastikmaiti
Model Context Protocol
modelcontextprotocol__python-sdk.0c00fdc7
Eternity-gaga
Mirror of modelcontextprotocol/python-sdk at commit 0c00fdc783165b73748bba57f310819ddcf6f030
ModelContextProtocol-Langchain
sreekolla
ModelContextProtocol-Langchain — MCP server.
McpBasicSample
acandaldev
MCP Basic Test Implementation with Microsoft SDK ModelContextProtocol
MCP-ModelContextProtocol-MUL
PixelPanda-official
MCP-ModelContextProtocol-MUL — MCP server.
v3_tutorial_making_mcp_server
arnealb
https://modelcontextprotocol.io/docs/develop/build-server
ModelContextProtocol-note-assistant
TRIPLE-A332
ModelContextProtocol-note-assistant — MCP server.
ModelContextProtocolCsharpSDK
michelmsft
ModelContextProtocolCsharpSDK — MCP server.
https-github.com-modelcontextprotocol-servers
mmbilal27
https-github.com-modelcontextprotocol-servers — MCP server.
Axendo.ModelContextProtocol.Umbraco
AxendoNL
Axendo.ModelContextProtocol.Umbraco — MCP server.
https-github.com-modelcontextprotocol-servers
Kye-AI-Kye
https-github.com-modelcontextprotocol-servers — MCP server.
gunshi-mcp
rektide
Get gratis CLI interfaces while writing @modelcontextprotocol servers.
claude-mcp-weather
lyuhau
Canonical setup from https://modelcontextprotocol.io/quickstart/server
mcp-typescript-server-examples
mikelovesrobots
Just messing around in typescript learning @modelcontextprotocol/sdk
warehouse-mcp
kwasek404
Warehouse home inventory - MCP server (Go, modelcontextprotocol/go-sdk)
ModelContextProtocol-.net-implementation
artemgilmanov
ModelContextProtocol-.net-implementation — MCP server.
https-github.com-modelcontextprotocol-servers
shabanaconnect-ux
https-github.com-modelcontextprotocol-servers — MCP server.
php.sdk.modelcontextprotocol.io-ly
MythosMyAss
php.sdk.modelcontextprotocol.io-ly — MCP server.
ModelContextProtocol_Thais_API
AbderahmaneYOUSFI
Serveur MCP (Model Context Protocol) pour l'intégration de l'API de l'hotel Thaïs avec Claude Desktop.
ModelContextProtocol_DemoServer
urabexon
ModelContextProtocol_DemoServer — MCP server.
mcp-time
r0mdau
Go implementation of the modelcontextprotocol/servers python time example
mcp-transport-nats
ganawaj
A NATS Transport implementation for modelcontextprotocol/go-sdk
MCP.Client.Dev
cyberkoolman
How to create MCP Client using ModelContextProtocol sdk
python-sdk-replit-template-1763507787139
mattppal
Replit-ready template generated from modelcontextprotocol/python-sdk
my-mcp-demo-modelcontextprotocol.io-typescript
srirams1003
my-mcp-demo-modelcontextprotocol.io-typescript — MCP server.
reliefweb-mcp-server
elijah-tynes
ModelContextProtocol (MCP) server for ReliefWeb humanitarian information service
ModelContextProtocol.NetBuildIssue
johns10
ModelContextProtocol.NetBuildIssue — MCP server.
Code-Analyzer-using-ModelContextProtocol
shitijseth
Get suggestions for code improvement in a repo using Model Concept Protocol (MCP)
mcp-test
VirusPC
Some interesting code about MCP[https://modelcontextprotocol.io/introduction]
MCP_PySDK
david-salignat
clone from https://github.com/modelcontextprotocol/python-sdk_PYSDK
MCPRegistry
gwexler-msft
A MCP Registry that follows modelcontextprotocol/registry API specs
mcp_client_python_getting_started
agentventure
mcp client (following getting started tutorial on modelcontextprotocol.io)
mcp-dev
KosukeUchida
mcpを試す https://modelcontextprotocol.io/quickstart/server
php.sdk.modelcontextprotocol.io-t1
MythosMyAss
php.sdk.modelcontextprotocol.io-t1 — MCP server.
sample-calculator-mcp-server
dungnt7
Sample codebase to learn about Microsoft's ModelContextProtocol (MCP) framework
mcp_basic_typescript
Movin-T
ModelContextProtocol Server and Client project using the Typescript SDK
python-mcp
r0x0d
Upstream rpm repository for https://github.com/modelcontextprotocol/python-sdk
modelcontextprotocol__python-sdk.2628e01f
autocode07
modelcontextprotocol__python-sdk.2628e01f — MCP server.
mcp-client-claude
4ourlab
MCP Client implementation for Claude models. Reference: https://modelcontextprotocol.io
mcpfs
jeswin
Quick port of modelcontextprotocol/server-filesystem to http streaming
mcp-client-gpt
4ourlab
MCP Client implementation for GPT models. Reference: https://modelcontextprotocol.io
mcp-client
LucianoMO101
Hier maak ik een MCP Client via de modelcontextprotocol.io.
build-an-mcp-server
pamelagilmour
Follow along at https://modelcontextprotocol.io/docs/develop/build-server
mcp-ktor-route-problem
schedin
A how-to-reproduce-repo for bug modelcontextprotocol/kotlin-sdk#94
mcp-server-java
i23098
Simple Hello World server using https://github.com/modelcontextprotocol/java-sdk
mcp-tools-php
kuroneko913
A from-scratch implementation of the ModelContextProtocol to deepen my understanding.
fetch-mcp-server
Tisik79
Klonovaný MCP server pro fetch ze zdrojového repozitáře modelcontextprotocol/servers
mcp
Ajsalemo
An MCP client and server quick start from modelcontextprotocol.io
mcp-fetch-weather
IsseiSuar
Simple MCP server with a weather tool – built with @modelcontextprotocol/sdk.
try_claude_mcp_server
jjitch
Try out https://modelcontextprotocol.io/docs/develop/build-server#rust
mcp
typicalfo
mcp server using the tutorial here: https://modelcontextprotocol.io/quickstart/server
modelContextProtocol-concept-and-component-and-example
jeonck
Interactive web application showcasing Model Context Protocol concepts, components, and real-world examples
git-clone-git-github.com-ppl-ai-modelcontextprotocol
yusukebb-cyber
git-clone-git-github.com-ppl-ai-modelcontextprotocol — MCP server.
mcp-memory-proxy
beamwarden
MCP server that wraps @modelcontextprotocol/server-memory with per-project namespace isolation
weather-mcp
joji000
build weather mcp following quickstart from modelcontextprotocol.io for learn MCP
mcp-quickstart-server
MacoTasu
https://modelcontextprotocol.io/quickstart/server を試しました
mcp-sequential-thinking
amalikn
Standalone Sequential Thinking MCP server promoted from modelcontextprotocol/servers/src/sequentialthinking
mcp-client
abg011
Sample MCP client from https://modelcontextprotocol.io/docs/develop/build-client#python
CustomMcpAI-ModelContextProtocol-GithubApi-TS
ArlandMv
Proyecto inicial utilizando el Protocolo de Contexto de Modelo (MCP) para conectar IA con la API de GitHub mediante TypeScript, con el objetivo de exponer datos de repositorios de forma estandarizada para modelos de lenguaje (LLMs).
spacetimeMCP
lessuselesss
An Experiment in porting the ModelContextProtocol over to spacetimedb's archetecture
https-github.com-ModelContextProtocol-universal-mcp-server
HenneForReal
https-github.com-ModelContextProtocol-universal-mcp-server — MCP server.
mcp_server_node_getting_started
agentventure
mcp quick start tutorial for node: https://modelcontextprotocol.io/quickstart/server#node
java-sdk-migrated-java17-20260130-122314
sorimdevs-tech
Migrated from https://github.com/modelcontextprotocol/java-sdk (Java 17 → Java 17)
https-github.com-modelcontextprotocol-servers-tree-main-src-github
Kent972
https-github.com-modelcontextprotocol-servers-tree-main-src-github — MCP server.
mcp-client
joji000
build mcp-client follow quickstart from modelcontextprotocol.io for learn mcp client
google-drive-mcp
mikegcoleman
MCP server for Google Drive integration - extracted from modelcontextprotocol/servers-archived
MCP-Demos
ausosagie
Follows the demos for MCP Clients and Servers from modelcontextprotocol.io
mcp-https-github.com-ModelContextProtocol-Security-audit-db
khemegha
mcp-https-github.com-ModelContextProtocol-Security-audit-db — MCP server.
fast-mcp
DToppingWW
A demo MCP server from https://github.com/modelcontextprotocol/python-sdk guide
sequential-thinking-vis
jslamartina
A VS Code and Cursor extension to visualize and track the [@modelcontextprotocol/server-sequential-thinking](https://github.com/modelcontextprotocol/servers/tree/main/src/sequential-thinking) process in real-time.
java-sdk-migrated-java17-20260130-123328
sorimdevs-tech
Migrated from https://github.com/modelcontextprotocol/java-sdk (Java 18 → Java 17)
mcp-tutorial
mishrasunny-coder
This tutorial is followed from https://modelcontextprotocol.io/docs/develop/build-server
build-mcp-server-tutorial
tgrhg
MCPサーバー作成サンプル(https://modelcontextprotocol.io/docs/develop/build-server)
weather-mcp
GiordanPretelin
a weather MCP following Anthropic's https://modelcontextprotocol.io/docs/develop/build-server
mcpserver-hosting
ModelContextProtocol-Security
MCP Server hosting guidance and information
mcp-memory-server
dustinspace217
Knowledge-graph-based persistent memory MCP server. Forked from @modelcontextprotocol/server-memory.
mcp
forrest321
base mcp server from the tutorial at https://modelcontextprotocol.io/quickstart/server#node
mcpserver-marketplace
ModelContextProtocol-Security
MCP Server Marketplace guidance and information
demo-mcp-server
hjfender
Learning how to configure an MCP server from https://modelcontextprotocol.io/quickstart/server
mcp-server-demo
nuke66
https://github.com/modelcontextprotocol/python-sdk?tab=readme-ov-file#mcp-python-sdk
mcp-weather
ahead-labs-open-source
Sample MCP server from the official documentation at https://modelcontextprotocol.io/quickstart/server.
DotNetMcpServer2
jamesburton
A Model Context Protocol server implementation for dotnet commands using the ModelContextProtocol NuGet package
godoc-mcp-plus
Deadlywolf712
Polished Go MCP server for Go documentation, built on the official modelcontextprotocol/go-sdk.
mcp-onesearch-api-poc
bdobyns
A proof of concept for onesearch-api using the naked @modelcontextprotocol/sdk (for node.js).
Perplexity-MCP
shivasymbl
Fork of perplexityai/modelcontextprotocol with Railway deployment + async polling pattern for sonar-deep-research
McpToolsSdkBased
srogmann
Some MCP-tools (search files, read file, edit file, ...) based on io.modelcontextprotocol.sdk
hdefazio.mcp_fetch
hdefazio
Ansible collection providing the Fetch MCP server (from the modelcontextprotocol project) for Execution Environments.
mcp-server-weather
one-repo-to-rule-them-all
A simple mcp weather server from MCP official documentation: https://modelcontextprotocol.io/docs/develop/build-server
mcp-logseq
varunity
An AI bridge for Logseq graphs using the [Model Context Protocol (MCP)](https://modelcontextprotocol.io)
typescript-sdk-rn
JXnan
The MCP SDK, which has been modified based on the modelcontextprotocol, is suitable for React Native.
mcp-client
scottlaw1
Lightly-modified MCP client from modelcontextprotocol.io example that can integrate with all MCP servers
anthropic-mcp-demo
angryfoxx
Demo for mcps that follows anthropic documents here: https://modelcontextprotocol.io/docs/develop/build-server
hashlock-mcp-manifest
Hashlock-Tech
Public registry manifest for HashLock OTC MCP server. Published to registry.modelcontextprotocol.io via mcp-publisher.
mcp-server-tamplate
gustta03
Template TypeScript para criacao de servidores MCP (Model Context Protocol) usando o SDK oficial @modelcontextprotocol/sdk
demoMCPServers
SecureCoKevinWu
This is a fork on ModelContextProtocol servers. Voice Agent MCP and SequentialThinking are work on SSE.
mcp-server-clipboard
modelcontextprotocol-ce
A MCP server to interact with Server Clipboard, research purpose only!
mcpserver-security-tools
ModelContextProtocol-Security
Lists and information about MCP server security tools
forge-mcp
randyquaye
Claude Code plugin for building enterprise-grade MCP servers — guided discovery, security audits, code generation using @modelcontextprotocol/sdk
mcp-angular-client
thomasgpeters
this client uses angular and typescript with modelcontextprotocol/sdk to do mcp discovery and tool execution.
bear-mcp
autonomee
Bear Notes MCP server — search, read, create, and browse Bear notes by tag. Built with Bun + @modelcontextprotocol/sdk
testmcpserver1
jhunbaclaan
little tester for learning mcps; i followed the tutorial from https://modelcontextprotocol.io/docs/develop/build-server
weather-mcp
nurbxfit
A simple MCP server example Based on the official [MCP documentation](https://modelcontextprotocol.io/quickstart/server#node)
quickstart_mcpserver_vibe_coding
vgrund
Trying Vibe Coding using Cursor. I just asked Claude Sonnet to follow: https://modelcontextprotocol.io/quickstart/server#windows
MCP-Next.js
sattarrasouli
A Next.js project with MCP using mcp-handler and @modelcontextprotocol/sdk to test multiple tools in real-time
MCPServer_WeatherApi
bhargavmuppalla
This is the java version of building MCP Weather server. Part of tutorial https://modelcontextprotocol.io/quickstart/server#java
mcpm
Willfwalker
A package manager for [MCP servers](https://modelcontextprotocol.io). One command to install any MCP server into any AI tool.
create-mcp-server
ralf9090
Scaffold a new MCP (Model Context Protocol) server in seconds. The modern replacement for the deprecated @modelcontextprotocol/create-server.
deploy-mcp-server
Eklps
这是一个基于 [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) 的前端部署工具
mcp-inspector-desktop-app
berniezhao
An Electron desktop wrapper for "@modelcontextprotocol/inspector" (MCP Inspector), ready to use with double-click, no Node/npm pre-installation required.
tiptap-apcore
aiperceivable
Let AI safely control your TipTap editor via the [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) and OpenAI Function Calling.
mcp-server-list-info-extract
feliperyan
Use Anthropic Claude to classify the entries under the official MCP server list at modelcontextprotocol/server by industry or business type
macos-mcp-server
jcanizalez
Native macOS MCP server in Swift. Screenshots, clipboard, app control, Spotlight, notifications, system info. Built with official modelcontextprotocol/swift-sdk.
MCP-Hello-World
ramazanaltintop
Example project for getting started with ModelContextProtocol (MCP) in .NET. Includes setup instructions and a basic "Hello World" application using MCP Inspector.
app-service-mcp-app-sample
seligj95
Sample MCP App with interactive weather widget hosted on Azure App Service. Built with ASP.NET Core and the ModelContextProtocol C# SDK.
AiTasker
OhhhThatVarun
A lightweight task and project management server built in Go, designed for AI agent integration via the [Model Context Protocol (MCP)](https://modelcontextprotocol.io/).
mcp-sdk-client-ssejs
mybigday
Client transport alternative of @modelcontextprotocol/sdk/client base on sse.js. The main purpose is make it working on React Native with llama.rn.
wt-mcp
attentiondotnet
An MCP server that helps reference and manage Windows Terminal settings and other terminal-related customizations. Built with C# and the ModelContextProtocol C# SDK.
mcp-adapter
xenixo
**mcp-adapter** is a production-grade CLI tool for discovering, installing, and running [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) servers through a unified interface.
mcp-csharp-starter
SamMorrowDrums
A starter MCP server in C# using the official ModelContextProtocol SDK 0.5.0-preview.1. Features tools, resources, prompts with annotations and enums.
mcpServer
ashutosh0088
I made this mcp server that I ran on my claude using this documentation https://modelcontextprotocol.io/docs/develop/build-server#claude-for-desktop-integration-issues
reasoning-agents-framework
ashishkhar
A modular framework for building multi-agent reasoning systems using the [A2A protocol](https://github.com/google/a2a) and [MCP tools](https://modelcontextprotocol.io/).
alfred
JEleniel
lfred is a local-only [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) stdio server that provides deterministic, workspace-scoped tools for common “agent in a repo” workflows.
MCP-Demo2
jayapradaap
This is the replica of MCP Server for weather forecasting given by Anthropic Claude in their official website : https://modelcontextprotocol.io/docs/develop/build-server #opensource
mcp-dotnet-course
LiorSherbaty
An interactive, browser-based course for building a **Model Context Protocol (MCP)** server and client in **.NET**, using the official [MCP C# SDK](https://github.com/modelcontextprotocol/csharp-sdk).
simple-mcp-agent
AhmedAburady
A simple AI agent that uses [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) to connect LLMs with external tools. This example uses Firecrawl for web scraping capabilities.
ai-workflow-orchestrator-docs
ravinderji
A lightweight, Spring Boot–friendly plugin framework** to orchestrate complex AI workflows — integrating multiple LLMs, tools, and [MCP (Model Context Protocol)](https://modelcontextprotocol.io/) services with zero boilerplate
mcp-contributor
hbschlac
Claude Code skill for contributing upstream to the Model Context Protocol (MCP) governance org — spec, SDKs, docs. LLM-ingestible synthesis of modelcontextprotocol.io governance docs with automated drift detection.
aria2-mcp
kinmeic
A [Model Context Protocol (MCP)](https://modelcontextprotocol.io) server for [aria2](https://aria2.github.io/) download manager. This server allows AI assistants to interact with aria2 through a standardized interface.
MemPalace-Go
argylelabcoat
A Go implementation of [MemPalace](https://github.com/milla-jovovich/mempalace) — a memory system for AI assistants that implements the [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) over stdio.
better-memory-mcp
guinacio
Enhanced MCP memory server with advanced graph operations: observation-level search, relation filtering, neighbor traversal, subgraph extraction, and path finding. Fork of @modelcontextprotocol/memory with significantly expanded query capabilities.
calculator
sumit-saha
This project demonstrates a simple use of the [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) to perform basic mathematical operations using a custom MCP server and a Streamlit client UI.
informix-mcp
blakecodes
A [Model Context Protocol](https://modelcontextprotocol.io/) server for IBM Informix databases. Connects via JDBC using `jaydebeapi`, so no Informix Client SDK installation is needed -- just a JDBC driver JAR and Java.
mcp-server-supabase
walshe
This project demonstrates how to use the [Model Context Protocol (MCP)](https://modelcontextprotocol.org/) with a Supabase backend. It provides a local development environment for experimenting with MCP, Supabase, and Postgres.
mcp-servers-custom
thompsonoloko-droid
Model Context Protocol servers. This repository is a collection of *reference implementations* for the [Model Context Protocol](https://modelcontextprotocol.io/) (MCP), as well as references to community-built servers and additional resources.
.github
VGM9
/being/the-home-office/of-dssscc-as-darien-sirirus-s-serious-cybernetics-corporation/vscode/copilot/chat/division/AS/VSC.GHC.MCP/AS/VSCode.GitHubCopilot.ModelContextProtocol/AS/VGM9/OF/DSSCC.AWG26/___/__/_/_/_/
new-SFMC-MCP
seuba
A [Model Context Protocol (MCP)](https://modelcontextprotocol.io) server for **Salesforce Marketing Cloud (SFMC)**. Connects Claude (and any MCP-compatible AI) to your SFMC instance via both the REST and SOAP APIs.
MCP_Test
DvCud
MCP created for Chatbots to test and give output for ongoing cryptocurrencies prices. Tech used - Node.js - Axios (Web requests) - Cheerio (DOM scraping) - zod (for validation) - @modelcontextprotocol/sdk (^1.7.0)
mcp-http-bridge
arunshenoy99
A generic STDIO-to-HTTP bridge for [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) servers. This tool connects STDIO-based MCP clients (like Cursor, Claude Desktop) to HTTP-based MCP server endpoints.
filesystem-mcp
abdielou
Context-safe MCP filesystem server with pagination. Fork of @modelcontextprotocol/server-filesystem with offset/limit on all list/search/read tools to prevent large directories from blowing up LLM context windows.
nestjs-apcore
aiperceivable
NestJS adapter for the apcore AI-Perceivable module ecosystem. Turn your existing NestJS services into AI-callable [MCP](https://modelcontextprotocol.io/) tools and OpenAI-compatible function definitions — with zero changes to your business logic.
datadog-mcp
Schatzman
Evidence-driven MCP server that exposes DataDog as **tools**, **resources**, and **prompts**. Uses the official [DataDog API](https://docs.datadoghq.com/api/latest/) and [MCP Python SDK](https://modelcontextprotocol.github.io/python-sdk/).
weather-server-mcp
aashimajaiswal
A server that can be used to call function that give current weather status in Claude Desktop. Following this tutorial: https://modelcontextprotocol.io/quickstart/server#why-claude-for-desktop-and-not-claude-ai
adb-mcp-controller
owen-6936
A high-performance Model Context Protocol (MCP) server for Android automation. Features a plugin-based architecture for specialized tasks like mobile game solving, system monitoring, and UI testing. Built with TypeScript and the @modelcontextprotocol/sdk.
k8s-sre-agent
AmulThantharate
**KubeSentinel** is a production-grade **Kubernetes SRE Agent** built on the [Model Context Protocol (MCP)](https://modelcontextprotocol.io/). It empowers AI assistants (Claude, Cursor, etc.) with the ability to observe, diagnose, and remediate Kubernetes clusters autonomously and safely.
personal-server-filesystem
dotnetdavid
A clean reference implementation for building vault-scoped filesystem servers using @modelcontextprotocol/server-filesystem. Features deterministic Docker build, strict Obsidian vault isolation, and TOML configuration for LM Studio and PyCharm clients. Licensed under Apache License 2.0.
mcp-document-reader
klpanagi
A Model Context Protocol (https://modelcontextprotocol.io) server for extracting text from office documents. Supports DOCX, XLSX, PPTX, PDF, ODT, ODS, ODP, and RTF. Pure TypeScript, zero system dependencies. Powered by officeparser (https://github.com/harshankur/officeParser).
mcp_codebase_knowledege
KUSH42
A [Model Context Protocol](https://modelcontextprotocol.io/) server that gives LLM agents structured access to architectural decisions, code patterns, and project conventions. Backed by BM25 search with stemming, stopword removal, and document-length normalization - no embedding model required.
llm-mcp-agent
deivixadams
🧠 LLM-MCP Agent: Agente conversacional con herramientas inteligentes vía MCP. Este proyecto implementa un agente conversacional basado en **modelos de lenguaje locales (Ollama)** que interactúa dinámicamente con **herramientas externas expuestas mediante el protocolo [Model Context Protocol (MCP)](https://modelcontextprotocol.io/).
openweathermap-mcp-server
abhayymishraa
A lightweight MCP server using Bun to fetch current and 5-day weather data from OpenWeatherMap APIs. Built with @modelcontextprotocol/sdk, Zod for validation, and Axios for API calls. Provides tools to get weather info by latitude and longitude over stdio transport.
tencent_ima_mcp
hdsz25
基于 [Model Context Protocol](https://modelcontextprotocol.io/) 的 IMA知识库 本地服务，支持通过 CLI 工具（Cortex Code、Cline、Continue 等）调用 IMA 知识库的全部功能
WeatherSync-AI
HarshilDoshi153
A lightweight MCP server that fetches real-time weather data from OpenWeather.org based on city names. Built with @modelcontextprotocol/sdk, this tool allows LLM-based agents (like those in Cursor IDE) to retrieve current weather conditions such as temperature, humidity, wind speed, and pressure.
Boomi-mcp-server
AshwathDAzur
A [Model Context Protocol (MCP)](https://modelcontextprotocol.io) server that connects Claude AI directly to your **Boomi AtomSphere** account. It exposes Boomi integration platform operations as natural-language tools — letting you list processes, trigger executions, inspect atoms, and diagnose errors by simply talking to Claude.
okta-mcp-server
apaseay
An AI-powered Okta IT automation server built with [Claude Code](https://claude.ai/code) and the [Model Context Protocol (MCP)](https://modelcontextprotocol.io/). Enables natural language IT operations — provisioning users, auditing MFA compliance, managing groups, and more — all via conversation with Claude.
codeanalyst_agent
baner29
An advanced AI-powered Code Analyst that leverages the [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) and Google's Gemini 3 Pro model to connect directly to your GitHub repositories. It scans, analyzes, and answers complex questions about your codebase, acting as an expert developer and data analyst paired with you.
AI-Agent-using-mcp-server
kanishka2195
AI Agent Twitter Bot is a Node.js-based CLI tool that uses ModelContextProtocol (MCP) to interact with users and perform tasks like tweeting via the Twitter API v2. It supports actions like posting tweets and adding numbers, with secure token handling using dotenv. Ideal for educational use, it brings AI-powered automation to your terminal.
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