Developer Tools MCP servers
Git, CI/CD, IDEs, code analysis, and developer workflows.
883 servers
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.
langflow
langflow-ai
Langflow is a powerful tool for building and deploying AI-powered agents and workflows.
open-webui
open-webui
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
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
OpenBB
OpenBB-finance
Financial data platform for analysts, quants and AI agents.
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.
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)
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.
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
Scrapling
D4Vinci
🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!
chrome-devtools-mcp
ChromeDevTools
Chrome DevTools for coding agents
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.
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
awesome-copilot
github
Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.
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
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.
gpt-researcher
assafelovic
An autonomous agent that conducts deep research on any data using any LLM providers
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
agentscope
agentscope-ai
Build and run agents you can see, understand and trust.
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
newsnow
ourongxing
Elegant reading of real-time and hottest news
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.
page-agent
alibaba
JavaScript in-page GUI agent. Control web interfaces with natural language.
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.
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.
eigent
eigent-ai
Eigent: The Open Source Cowork Desktop to Unlock Your Exceptional Productivity. Local and Free Alternative to Claude Cowork.
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.
Skill_Seekers
yusufkaraaslan
Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection
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
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.
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
copilot-cli
github
GitHub Copilot CLI brings the power of Copilot coding agent directly to your terminal.
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!
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.
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.
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.
git-mcp
idosal
Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project
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.
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.
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.
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.
mcp
BrowserMCP
Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser
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.
ai-engineering-from-scratch
rohitg00
Learn it. Build it. Ship it for others.
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.
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.
UltraRAG
OpenBMB
[GitHub Trending #2] A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
mcp-playwright
executeautomation
Playwright Model Context Protocol Server - Tool to automate Browsers and APIs in Claude Desktop, Cline, Cursor IDE and More 🔌
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.
mcp-atlassian
sooperset
MCP server for Atlassian tools (Confluence, Jira)
Viper
FunnyWolf
Adversary simulation and Red teaming platform with AI
echarts-for-react
hustcc
⛳️ Apache ECharts components for React wrapper. 一个简单的 Apache echarts 的 React 封装。
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.
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)
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
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.
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.
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.
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.
PPTAgent
icip-cas
An Agentic Framework for Reflective PowerPoint Generation
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
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.
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
oh-my-pi
can1357
⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more
core
opensumi
A framework helps you quickly build AI Native IDE products. MCP Client, supports Model Context Protocol (MCP) tools via MCP server.
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.
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
SimpleMem
aiming-lab
SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal
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.
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.
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：
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.
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
ouroboros
Q00
Agent OS: Stop prompting. Start specifying.
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
ddgs
deedy5
A metasearch library that aggregates results from diverse web search services
nunu
go-nunu
A CLI tool for building Go applications.
mcp-proxy
sparfenyuk
A bridge between Streamable HTTP and stdio MCP transports
MCP-SuperAssistant
srbhptl39
Brings MCP to ChatGPT, DeepSeek, Perplexity, Grok, Gemini, Google AI Studio, OpenRouter, DeepSeek, T3 Chat and more...
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.
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
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.
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
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.
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.
witsy
Kochava-Studios
Witsy: desktop AI assistant / universal MCP client
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
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.
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。
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).
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
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
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.
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)
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
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.
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
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.
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
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!
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!
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.
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.
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.
cunzhi
imhuso
告别AI提前终止烦恼，助力AI更加持久
ShipSwift
signerlabs
AI-native SwiftUI component library with full-stack recipes — connect via MCP for instant access.
kotlin-sdk
modelcontextprotocol
The official Kotlin SDK for Model Context Protocol servers and clients. Maintained in collaboration with JetBrains
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
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。
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)
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.
web-eval-agent
refreshdotdev
An MCP server that autonomously evaluates web applications.
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
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.
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.
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
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.
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
RedNote-MCP
iFurySt
🚀MCP server for accessing RedNote(XiaoHongShu, xhs).
Awesome-MCP-Servers
YuzeHao2023
A curated list of Model Context Protocol (MCP) servers
keeper.sh
ridafkih
Calendar sync tool & universal calendar MCP server. Aggregate, sync and control calendars on Google, Outlook, Office 365, iCloud, CalDAV or ICS.
tools
strands-agents
A set of tools that gives agents powerful capabilities.
openops
openops-cloud
The batteries-included, No-Code FinOps automation platform, with the AI you trust.
MCPJungle
mcpjungle
Run all your MCP servers behind one endpoint
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.
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.
claude-delegator
jarrodwatts
Delegate tasks to Codex and Gemini directly from within Claude Code.
mcpm.sh
pathintegral-institute
CLI MCP package manager & registry for all platforms and all clients. Search & configure MCP servers. Advanced Router & Profile features.
davinci-resolve-mcp
samuelgursky
MCP server integration for DaVinci Resolve
OpenDerisk
derisk-ai
AI-Native Risk Intelligence Systems, OpenDeRisk——Your application system risk intelligent manager provides 7* 24-hour comprehensive and in-depth protection.
nuxt-mcp-dev
antfu
MCP server helping models to understand your Vite/Nuxt app better.
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.
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.
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
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.
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
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
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
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.
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.
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.
figma-mcp-go
vkhanhqui
Figma MCP for free users — no rate limits, full read/write, text to designs, designs to code
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
tradememory-protocol
mnemox-ai
Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, SHA-256 tamper detection, 17 MCP tools.
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.
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 🍒
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。
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
fim-one
fim-ai
LLM-powered Agent Runtime with Dynamic DAG Planning & Concurrent Execution
Sentient
existence-master
A personal AI assistant for everyone
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.
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.
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.
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
tool-ui
assistant-ui
UI components for AI interfaces
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.
reddit-mcp-buddy
karanb192
Clean, LLM-optimized Reddit MCP server. Browse posts, search content, analyze users. No fluff, just Reddit data.
cclsp
ktnyt
Claude Code LSP: enhance your Claude Code experience with non-IDE dependent LSP 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
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
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.
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。
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
Android-MCP
CursorTouch
MCP Server for interacting with Android Devices.
line-bot-mcp-server
line
MCP server that integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.
mcp-pointer
etsd-tech
MCP tool: let you point at DOM elements for your favorite agentic coding tool. Let AI see what you see.
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++.
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
mcp-mermaid
hustcc
❤️ Generate mermaid diagram and chart with AI MCP dynamically.
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.
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
haiku.rag
ggozad
Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling
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.
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
web-agent-protocol
OTA-Tech-AI
🌐Web Agent Protocol (WAP) - Record and replay user interactions in the browser with MCP support
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
director
fdmtl
MCP Playbooks for AI agents
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.
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
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
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.
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.
mcp-server-spec-driven-development
formulahendry
Spec-Driven Development MCP Server, not just Vibe Coding
agent
1mcp-app
A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.
mcp
baidu-maps
Baidu Map MCP Server
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。
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.
jadx-mcp-server
zinja-coder
MCP server for JADX-AI Plugin
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.
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
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.
apktool-mcp-server
zinja-coder
A MCP Server for APK Tool (Part of Android Reverse Engineering MCP Suites)
mcp-hfspace
evalstate
MCP Server to Use HuggingFace spaces, easy configuration and Claude Desktop mode.
claude-skills-mcp
K-Dense-AI
MCP server for searching and retrieving Claude Agent Skills using vector search
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
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.
hermes-mcp
cloudwalk
Elixir Model Context Protocol (MCP) SDK
abcoder
cloudwego
deep, reliable and confidential coding-context
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.
minthcm
minthcm
First AI‑enabled open-source Human Capital Management system that you can start using today.
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.
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
coolify-mcp
StuMason
MCP server for Coolify — 38 optimized tools for managing self-hosted PaaS through AI assistants
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.
opencode-studio
Microck
web GUI for securely managing local OpenCode configuration
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.
DebugMCP
microsoft
Gift your VS Code agent a real debugger: breakpoints, stepping, inspection.
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.
mcp_massive
massive-com
An MCP server for Massive.com Financial Market Data
skills-for-fabric
microsoft
A collection of skills and MCP systems to enable users of CLI, VSCode, Claude to operate over Microsoft Fabric
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
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.
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.
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.
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
alfanous
Alfanous-team
Alfanous is an Arabic search engine API provides the simple and advanced search in Quran , more features and many interfaces...
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.
embodied-claude
lifemate-ai
Claudeに身体性を与えるMCP群
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.
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.
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.
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.
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
xero-mcp-server
XeroAPI
An MCP server that integrates with the MCP protocol. https://modelcontextprotocol.io/introduction
CoWork-OS
CoWork-OS
Local-first personal agentic OS and everything app for coding, knowledge work, web design, automations, and artifacts.
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.
tableau-mcp
tableau
Tableau's official MCP Server. Helping Agents see and understand data.
semble
MinishLab
Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read
elementor-mcp
msrbuilds
WordPress plugin that turns Elementor into an MCP server — 97 AI-ready tools for building, editing, and managing page designs programmatically.
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.
mcp-telegram
dryeab
MCP Server for Telegram
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_code-gemini-mcp
RaiAnsar
Simplified Gemini for Claude Code.
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.
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.
claudemap
QuinnAho
google maps for vibecoders.
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
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.
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
awesome-claude-code-config
Mizoreww
Production-ready Claude Code configuration with self-improvement loop, multi-language rules, MCP integrations, and custom skills
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.
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
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.
awesome-osint-mcp-servers
soxoj
A curated list of OSINT MCP servers. Pull requests are welcomed!
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
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.
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.
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.
melrose
emicklei
interactive programming of melodies, producing MIDI
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
Remote-MCP
ssut
A type-safe solution to remote MCP communication, enabling effortless integration for centralized management of Model Context.
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.
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
osint-tools-mcp-server
frishtik
MCP server exposing multiple OSINT tools for AI assistants like Claude
wavefront
rootflo
🔥🔥🔥 Enterprise AI middleware, alternative to unifyapps, n8n, lyzr
markmap-mcp-server
jinzcdev
An MCP server for converting Markdown to interactive mind maps with export support (PNG/JPG/SVG).
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.
SharpToolsMCP
kooshi
A suite of MCP tools for AIs to analyze and modify C# solutions with high signal, Roslyn powered context.
Charles-mcp
heizaheiza
Charles Proxy MCP server for AI agents with live capture, structured traffic analysis, and agent-friendly tool contracts
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.
gistpad-mcp
lostintangent
📓 An MCP server for managing your personal knowledge, daily notes, and re-usable prompts via GitHub Gists
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.
litemcp
wong2
A TypeScript framework for building MCP servers elegantly
mcp
magicuidesign
Official Magic UI MCP 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.
monarch-mcp-server
robcerda
MCP Server for use with Monarch Money
comfy-pilot
ConstantineB6
MCP server + embedded terminal that lets Claude Code see and edit your ComfyUI workflows
mcp-dotnet-samples
microsoft
A comprehensive set of samples of creating and using MCP servers and clients with .NET
claude-code-playwright-mcp-test
terryso
A YAML-based Playwright MCP automation testing framework designed for Claude Code
rust-mcp-sdk
rust-mcp-stack
A high-performance, asynchronous toolkit for building MCP servers and clients in Rust.
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.
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.
PolyMCP
poly-mcp
Polymcp provides a simple and efficient way to interact with MCP servers using custom agents
awesome-claude-dxt
milisp
Awesome Claude Desktop Extensions (dxt) (not only Claude) mcpb
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.
toolbase
Toolbase-AI
A desktop application that adds powerful tools to Claude and AI platforms
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
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.
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
code-assistant
stippi
An LLM-powered, autonomous coding assistant. Also offers an MCP and ACP mode.
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
remote-mcp-server
gleanwork
Remote MCP Server that securely connects Enterprise context with your LLM, IDE, or agent platform of choice.
mcp-victoriametrics
VictoriaMetrics
The implementation of Model Context Protocol (MCP) server for VictoriaMetrics
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
ProxmoxMCP-Plus
RekklesNA
Use MCP and OpenAPI to safely control Proxmox VE VMs, LXCs, backups, and snapshots from LLMs and AI agents.
raindrop-mcp
adeze
Raindrop MCP Server
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.
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!
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-gateway
lightconetech
A gateway demo for MCP SSE Server
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.
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-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.
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.
claude_code-multi-AI-MCP
RaiAnsar
This MCP or multiple AI setup let claude code use Grok, Gemini and DeepSeek for reviewing and fixes
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
claudeus-wp-mcp
deus-h
Claudeus WordPress MCP Server
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.
charlotte
TickTockBent
Token-efficient browser MCP server — structured web pages for AI agents, not raw accessibility dumps
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.
N8N2MCP
Super-Chain
Convert N8N agent / workflow into MCP servers, you can use it in Claude / Cursor / Super Chain
mcp-arr
aplaceforallmystuff
MCP server for *arr media management suite
mcp-server
webflow
Model Context Protocol (MCP) server for the Webflow Data API.
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.
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.
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.
VisionCraft-MCP-Server
augmentedstartups
VisionCraft MCP delivers up-to-date, specialized computer vision and Gen-AI knowledge directly to Claude and other AI assistants.
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
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
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.
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.
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。
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.
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.
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
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
claude-emporium
Vvkmnn
🏛 [UNDER CONSTRUCTION] A (roman) claude plugin marketplace
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).
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
roundtable
askbudi
Zero-configuration MCP server that unifies multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through intelligent auto-discovery and standardized interface
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).
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.
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
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
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.
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.
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.
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.).
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
signal_bridge_remote
AletheiaVox
A remote MCP server that lets Claude control Bluetooth intimate hardware over the internet via Buttplug.io / Intiface Central.
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
slither-mcp
trailofbits
MCP server for Slither static analysis of Solidity smart contracts
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)
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.
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
mcp-server-solidworks
eyfel
This MCP server integrates with SolidWorks API and structuring it into Claude-compatible context streams.
formanator
timrogers
Submit and manage Forma (https://joinforma.com) claims from the command line and Model Context Protocol (MCP) clients
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.
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
ls-mcp
lirantal
List MCP Server configurations in your system used by AI applications like Cursor, Claude Desktop, VS Code and others
mcp-server-openai
pierrebrunelle
Query OpenAI models directly from Claude using MCP protocol.
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.
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.
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.
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.
computeruseprotocol
computeruseprotocol
Computer Use Protocol is a universal schema for AI agents to perceive and interact with any desktop UI.
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
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.
rust-mcp-schema
rust-mcp-stack
A type-safe implementation of the official Model Context Protocol (MCP) schema in Rust.
PII-Shield
gregmos
MCP + Skill for Claude Cowork for PII anonymization
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.
example-remote-server
modelcontextprotocol
A hosted version of the Everything server - for demonstration and testing purposes, hosted at https://example-server.modelcontextprotocol.io/mcp
railway-mcp
jason-tan-swe
An unofficial and community-built MCP server for integrating with https://railway.app
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.
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.
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.
MCP-server-Deepseek_R1
kamelirzouni
A Model Context Protocol (MCP) server implementation connecting Claude Desktop with DeepSeek's language models (R1/V3)
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
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
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
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.
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.
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.
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。
kamuicode-workflow
KentaHomma
Claude Code SDK & kamuicode MCP workflow templates for AI content generation
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.
Alph
Aqualia
Universal MCP Server Configuration Manager
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.
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.
Grapheteria
beubax
Grapheteria: A structured framework bringing uniformity to agent orchestration!
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-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
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
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.
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.
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
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.)
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.
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.
c0ntextKeeper
Capnjbrown
Automatic context preservation for Claude Code. Never lose work to compaction again. 7 hooks, 187 semantic patterns, 3 MCP tools.
mcp-gearbox
rohitsoni007
A modern desktop application for managing Model Context Protocol (MCP) servers across multiple AI agents
google-calendar-mcp
takumi0706
Google Calendar MCP server for Claude Desktop integration
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.
better-bear
KuvopLLC
better-bear — MCP server.
fossil-mcp
yfedoseev
The code quality toolkit for the agentic AI era. Find dead code, clones, and scaffolding across 15 languages. MCP server + CLI.
calculator-mcp-server
huhabla
A Model Context Protocol (MCP) server that provides Claude with advanced mathematical calculation capabilities
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
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)
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.
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.
excalidraw-skill
robonuggets
Excalidraw diagramming skill for Claude Code — 10 visual techniques, layout best practices, self-correcting diagrams via MCP
tokio-prompt-orchestrator
Mattbusel
Multi-core, Tokio-native orchestration for LLM pipelines.
weixin_claude_code
Dcatfly
WeChat Channel plugin for Claude Code — bidirectional messaging between WeChat and Claude Code via MCP protocol
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。
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.
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.
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.
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
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
evernote-mcp-server
brentmid
Evernote MCP server - allows LLMs that support MCP (like Claude Desktop) to query your notes in Evernote
1xn-vmcp
1xn-labs
vMCP - Virtual Model Context Protocol
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?)
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.
mcp-youtube
adhikasp
Model Context Protocol to fetch youtube transcript
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.
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
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。
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.
ModelContextProtocol.jl
JuliaSMLM
ModelContextProtocol.jl — MCP server.
mcp-claude-reviewer
rsokolowski
mcp-claude-reviewer — MCP server.
wmux
openwong2kim
Windows tmux alternative for AI agents — split terminals for Claude Code, Codex, Gemini CLI with MCP browser automation. No WSL required.
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 🏠🤖
python-notebook-mcp
UsamaK98
Lightweight Python Notebook MCP - Enable AI assistants to create, edit, and view Jupyter notebooks via Model Context Protocol
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
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
prism-mcp-rs
prismworks-ai
Enterprise-grade Rust implementation of Anthropic's MCP protocol
roampal-core
roampal-ai
Outcome-based persistent memory MCP server for Claude Code and OpenCode. Good advice promoted, bad advice demoted. pip install roampal.
hop
danmartuszewski
Fast, elegant SSH connection manager with a TUI dashboard and MCP server
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
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.
mcp-server
Aayush9029
MCP SERVER
arifos
ariffazil
ArifOS — Constitutional MCP kernel for governed AI execution. AAA architecture: Architect · Auditor · Agent. Built for the open-source agentic era.
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.
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。
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.
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.
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.
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
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.
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.
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.
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
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-rust-sdk
jeanlucthumm
The UNofficial Rust SDK for Model Context Protocol servers and clients
consul-mcp-server
kocierik
A consul MCP Server (modelcontextprotocol)
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.
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
netsuite-mcp-server
dsvantien
This project is officially listed on the https://github.com/modelcontextprotocol/servers , which showcases community-built and verified MCP servers.
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。
ModelContextProtocol
yueh0607
基于.NET Standard 2.0实现的MCP Server，兼容Unity，无Python
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
mcp-i-core
modelcontextprotocol-identity
MCP-I protocol reference implementation — delegation, proof generation, session lifecycle, and cryptographic identity for the Model Context Protocol
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.
ElBruno.ModelContextProtocol
elbruno
Semantic routing for MCP tools - .NET library that indexes MCP tool definitions and returns the most relevant tools via vector search
agents-wg
modelcontextprotocol
Staging grounds for the Agents Working Group
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).
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.
ModelContextProtocol.AspNetCore
gongap
MCP C# SDK 的 ASP.NET Core 扩展 （net6.0版本）
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.
ModelContextProtocol.jl
svilupp
ModelContextProtocol.jl — MCP server.
sdk
modelcontextprotocol-ui
Reference implementation of the SDK for embedded components
mcp-sequential-thinking
virtuald
Translation of https://github.com/modelcontextprotocol/servers/tree/main/src/sequentialthinking into golang
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.
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.
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。
experimental-ext-server-card
modelcontextprotocol
experimental-ext-server-card — MCP server.
ModelContextProtocol
JakeSax
A Swift implementation of Anthropic's Model Context Protocol (MCP)
astria-mcp
astriaai
ModelContextProtocol server for Astria
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
micronaut-mcp-tools-weather
sdelamo
MCP Weather demo as in https://modelcontextprotocol.io/quickstart/server
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.
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-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.
modelcontextprotocol
ogcincubator
BuildingBlock descriptions of the the elements of the Model Context Protocol. https://modelcontextprotocol.io/docs/getting-started/intro
modelcontextprotocol
gsinghk81
modelcontextprotocol — MCP server.
modelContextProtocol
belviskhoremk
modelContextProtocol — MCP server.
modelcontextprotocol
ingted
modelcontextprotocol — MCP server.
modelcontextprotocol
maaksystemsllc
modelcontextprotocol — MCP server.
modelcontextprotocol
douglasdl
modelcontextprotocol — MCP server.
modelcontextprotocol
sasakiblog26-lgtm
modelcontextprotocol — MCP server.
modelcontextprotocol
Armelsandjong
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.
MCPServer
RaF75region
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.
modelcontextprotocolservers
studyhubnetin-ui
Curated collection of production-ready MCP servers for Claude AI — GitHub, Notion, Sheets & more. The #1 Model Context Protocol integration hub.
yox-modelcontextprotocol
0xbn0xi0us
testing: https://github.com/modelcontextprotocol/typescript-sdk
modelcontextprotocol-servers
DoctorB00st
modelcontextprotocol-servers — MCP server.
mcp-servers-java
sddtc
java versions about modelcontextprotocol/servers
modelcontextprotocol_typescript-sdk
CorbettCajun
Mirror of https://github.com/modelcontextprotocol/typescript-sdk
modelcontextprotocol--python-sdk
repolex-forx
RDF parse data for modelcontextprotocol/python-sdk
modelcontextprotocol-rust-sdk
withpoly
modelcontextprotocol-rust-sdk — MCP server.
modelcontextprotocol-rust-sdk
itsaphel
a rust sdk for the model context protocol
mock_modelcontextprotocol_servers
yet-another-agent
mock_modelcontextprotocol_servers — MCP server.
modelcontextprotocol-python-sdk
jurgen-paul
modelcontextprotocol-python-sdk — MCP server.
modelContextProtocolServer
PranavJa1n
modelContextProtocolServer — MCP server.
ModelContextProtocol-Training
SubhabrataBarik
ModelContextProtocol-Training — MCP server.
https-github.com-modelcontextprotocol-servers
mmbilal27
https-github.com-modelcontextprotocol-servers — MCP server.
https-github.com-modelcontextprotocol-servers
Kye-AI-Kye
https-github.com-modelcontextprotocol-servers — MCP server.
warehouse-mcp
kwasek404
Warehouse home inventory - MCP server (Go, modelcontextprotocol/go-sdk)
https-github.com-modelcontextprotocol-servers
shabanaconnect-ux
https-github.com-modelcontextprotocol-servers — 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_PySDK
david-salignat
clone from https://github.com/modelcontextprotocol/python-sdk_PYSDK
mcp_client_python_getting_started
agentventure
mcp client (following getting started tutorial on modelcontextprotocol.io)
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-fetch-weather
IsseiSuar
Simple MCP server with a weather tool – built with @modelcontextprotocol/sdk.
mcp
typicalfo
mcp server using the tutorial here: https://modelcontextprotocol.io/quickstart/server
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
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).
https-github.com-ModelContextProtocol-universal-mcp-server
HenneForReal
https-github.com-ModelContextProtocol-universal-mcp-server — MCP server.
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.
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)
Perplexity-MCP
shivasymbl
Fork of perplexityai/modelcontextprotocol with Railway deployment + async polling pattern for sonar-deep-research
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)
mcp-client
scottlaw1
Lightly-modified MCP client from modelcontextprotocol.io example that can integrate with all MCP servers
hashlock-mcp-manifest
Hashlock-Tech
Public registry manifest for HashLock OTC MCP server. Published to registry.modelcontextprotocol.io via mcp-publisher.
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!
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
tiptap-apcore
aiperceivable
Let AI safely control your TipTap editor via the [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) and OpenAI Function Calling.
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-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-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.
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.
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.
.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/___/__/_/_/_/
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/).
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).
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/).
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.