AI & ML MCP servers
LLM gateways, embeddings, model orchestration, and AI utilities.
513 servers
gemini-cli
google-gemini
An open-source AI agent that brings the power of Gemini directly into your terminal.
ruflo
ruvnet
🌊 The leading agent meta-harness for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning swarm intelligence, RAG integration, and native Claude Code / Codex Integration
context7
upstash
Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors
JeecgBoot
jeecgboot
AI 低代码平台「低代码 + 零代码」双驱动！低代码可一键生成前后端代码;零代码可 5 分钟搭建系统;AI Skills 一句话画流程、设计表单、生成整套系统。内置 AI聊天、知识库、流程编排、MCP插件等，兼容主流大模型。引领「AI 生成 → 在线配置 → 代码生成 → 手工合并->AI修改」开发模式，消除 Java 项目 80% 的重复工作，提效而不失灵活。
UI-TARS-desktop
bytedance
The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra
gpt-researcher
assafelovic
An autonomous agent that conducts deep research on any data using any LLM providers
blender-mcp
ahujasid
Open-source MCP to use Blender with any LLM
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
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。
code-review-graph
tirth8205
Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows.
FunASR
modelscope
Industrial-grade speech recognition toolkit: 170x realtime, 50+ languages, speaker diarization, emotion detection, streaming, and OpenAI-compatible API.
context-mode
mksglu
Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.
nuclear
nukeop
Streaming music player that finds free music for you
Qwen-Agent
QwenLM
Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.
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 / GLM）、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 / Codex / 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 aiguide，已升级为鱼皮 AI 导航网站
trigger.dev
triggerdotdev
Trigger.dev – build and deploy fully‑managed AI agents and workflows
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.
gateway
Portkey-AI
A blazing fast AI Gateway with integrated guardrails. Route to 1,600+ LLMs, 50+ AI Guardrails with 1 fast & friendly API.
fastapi_mcp
tadata-org
Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
unity-mcp
CoplayDev
Unity MCP acts as a bridge between AI assistants and your Unity Editor. Give your LLM tools to manage assets, control scenes, edit scripts, and automate tasks within Unity.
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.
QuantDinger
brokermr810
AI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, market data, and multi-agent research.vibe-trading ,trading-agents,ai-trader,ai-trading
mcp-go
mark3labs
A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.
xberg
xberg-io
A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured information from PDFs, Office documents, images, and 97+ formats. Available for Rust, Python, Ruby, Java, Go, PHP, Elixir, C#, R, C, TypeScript (Node/Bun/Wasm/Deno)- or use via CLI, REST API, or MCP server.
mcp-agent
lastmile-ai
Build effective agents using Model Context Protocol and simple workflow patterns
Upsonic
Upsonic
Build autonomous AI agents in Python.
lamda
firerpa
Android Full-Stack Device Control Platform: WebRTC/H.264 remote desktop, UI/OCR/image-matching automation, one-click MITM, built-in Frida, proxy/VPN/frp/P2P networking, MCP/Agent, 160+ APIs, designed for multi-device clusters and engineered deployments.
browser-tools-mcp
AgentDeskAI
Monitor browser logs directly from Cursor and other MCP compatible IDEs.
OmniRoute
diegosouzapw
Never stop coding. Free AI gateway: one endpoint, 160+ providers (50+ free), connect Claude Code, Codex, Cursor, Cline & Copilot to FREE Claude/GPT/Gemini. RTK+Caveman stacked compression saves 15-95% tokens, smart auto-fallback, MCP/A2A, multimodal APIs, Desktop/PWA.
cursor-talk-to-figma-mcp
grab
TalkToFigma: MCP integration between AI Agent (Cursor, Claude Code, Codex) and Figma, allowing Agentic AI to communicate with Figma for reading designs and modifying them programmatically.
firecrawl-mcp-server
firecrawl
🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.
unstract
Zipstack
LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows
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.
stitch-skills
google-labs-code
A library of Agent Skills designed to work with the Stitch MCP server. Each skill follows the Agent Skills open standard, for compatibility with coding agents such as Antigravity, Gemini CLI, Claude Code, Cursor.
Everywhere
Sylinko
On-screen aware AI assistant for your desktop. Uses current app context, multiple LLMs, and MCP tools to help you act across apps.
bifrost
maximhq
Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.
deepchat
ThinkInAIXYZ
🐬DeepChat - A smart assistant that connects powerful AI to your personal world
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.
XcodeBuildMCP
getsentry
A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.
UltraRAG
OpenBMB
A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
holaOS
holaboss-ai
Your super agent for work: local-first, learn your working context in mins and never forget it.
openagent
the-open-agent
⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting computer-use, browser-use and coding agent, demo: https://demo.openagentai.org
mobile-mcp
mobile-next
Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices)
claude-code-ultimate-guide
FlorianBruniaux
The most comprehensive Claude Code guide: agentic workflows, hooks, skills, MCP servers, quizzes, and production-ready templates. 430K+ lines.
Viper
FunnyWolf
Adversary simulation and Red teaming platform with AI
notebooklm-mcp-cli
jacob-bd
Programmatic access to Google NotebookLM — via command-line interface (CLI), Model Context Protocol (MCP) server, and AI agent skills.
mcp-ui
MCP-UI-Org
UI over MCP. Create next-gen UI experiences with the protocol and SDK!
Kiln
Kiln-AI
Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.
deep-research
u14app
Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.
httprunner
httprunner
HttpRunner 是一款开源的 API/UI 测试框架，简单易用，功能强大，具有丰富的插件化机制和高度的可扩展能力。
mcp-server-chart
antvis
🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.
AI-Infra-Guard
Tencent
A full-stack AI Red Teaming platform securing AI ecosystems via OpenClaw Security Scan, Agent Scan, Skills Scan, MCP scan, AI Infra scan and LLM jailbreak evaluation.
Continuous-Claude-v3
parcadei
Context management for Claude Code. Hooks maintain state via ledgers and handoffs. MCP execution without context pollution. Agent orchestration with isolated context windows.
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.
ha-mcp
homeassistant-ai
The Unofficial and Awesome Home Assistant MCP Server
Unity-MCP
IvanMurzak
AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient token usage, advanced tools. Any C# method may be turned into a tool by a single line. Works with Claude Code, Gemini, Copilot, Cursor and any other absolutely for free.
neo
neomjs
Neo.mjs is a self-evolving software organism: a professional end-to-end AI engineering team whose cross-model swarm inhabits live apps via Neural Link, Active Hybrid GraphRAG, DreamService, and self-healing loops.
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
lean-ctx
yvgude
Control what your AI can see. LeanCTX (Lean Context) is the context intelligence layer for AI agents — one local Rust binary that decides what they read, remembers what they learn, guards what they touch, and proves what they save. 60–90% fewer tokens as the receipt. 76 MCP tools, 30+ agents, local-first.
arxiv-mcp-server
blazickjp
A Model Context Protocol server for searching and analyzing arXiv papers
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。
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.
markdownify-mcp
zcaceres
A Model Context Protocol server for converting almost anything to Markdown
solon
opensolon
🔥 Java enterprise application development framework for full scenario: Restrained, Efficient, Open, Ecologicalll!!! 700% higher concurrency 50% memory savings Startup is 10 times faster. Packing 90% smaller; Compatible with java8 ~ java25; Supports LTS. (Replaceable spring)
agent-scan
snyk
Security scanner for AI agents, MCP servers and agent skills.
linkedin-mcp-server
stickerdaniel
Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs, and messages.
generative-ai
genieincodebottle
Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.
MCP-SuperAssistant
srbhptl39
Brings MCP to ChatGPT, DeepSeek, Perplexity, Grok, Gemini, Google AI Studio, OpenRouter, DeepSeek, T3 Chat and more...
papersgpt-for-zotero
papersgpt
A powerful Zotero AI and MCP plugin with ChatGPT, Gemini 3.5, Claude, DeepSeek V4, Grok, OpenRouter, Kimi 2.6, GLM 5, SiliconFlow, GPT-oss, Gemma 4, Qwen 3.7
brightdata-mcp
brightdata
A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.
jadx-ai-mcp
zinja-coder
Plugin for JADX to integrate MCP server
ai-agents-from-zero
didilili
🚀 2026 最系统的 AI Agent 速成指南｜智能体实战教程 · 完整学习路径 + 实战项目 + 面试题库 · 对标大模型应用开发工程师岗位 · 覆盖LangChain / LangGraph / Coze / Dify / MCP / skills / LLM / RAG / 提示词 · 企业级部署与微调 · 从0到企业级落地 + 从学习到上线项目 + 面试准备一体化
mcp-crawl4ai-rag
coleam00
Web Crawling and RAG Capabilities for AI Agents and AI Coding Assistants
DevDocs
cyberagiinc
Completely free, private, UI based Tech Documentation MCP server. Designed for coders and software developers in mind. Easily integrate into Cursor, Windsurf, Cline, Roo Code, Claude Desktop App
mcp-router
mcp-router
A Unified MCP Server Management App (MCP Manager).
korean-law-mcp
chrisryugj
국가법령정보MCP v4.4 | 법제처 42개 API → 9개 MCP 도구. 법령·판례·조례·조약 + 다단계 리서치(legal_research) + 정밀분석(legal_analysis: 인용검증·판례생사·행위시법·영향그래프) | 42 Korean legal APIs → 9 MCP tools
js-reverse-mcp
zhizhuodemao
AI Agent-first JS 逆向 MCP Server：有头 Chrome 调试、断点、网络/WebSocket 分析、Patchright 反检测，可选 CloakBrowser。
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.
witsy
Kochava-Studios
Witsy: desktop AI assistant / universal MCP client
AssetOpsBench
IBM
AssetOpsBench - Industry 4.0: A unified benchmark and framework for building, orchestrating, and evaluating domain-specific AI agents for Industry 4.0 asset operations and maintenance, with 460+ scenarios, 5 specialist agents (IoT, FMSR, TSFM, Work Order,...), and multi-agent orchestration blueprints (MetaAgent, AgentHive) over MCP.
skybridge
alpic-ai
Skybridge is a full-stack TypeScript framework for MCP Apps and ChatGPT Apps. Type-safe. React-powered. Platform-agnostic.
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
mcp-unity
CoderGamester
Model Context Protocol (MCP) plugin to connect with Unity Editor — designed for Cursor, Claude Code, Codex, Windsurf and other IDEs
Dive
OpenAgentPlatform
Dive is an open-source MCP Host Desktop Application that seamlessly integrates with any LLMs supporting function calling capabilities. ✨
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.
mcp
MicrosoftDocs
Official Microsoft Learn MCP Server and CLI tool – powering LLMs and AI agents with real-time, trusted Microsoft docs & code samples.
jarvis-registry
ascending-llc
Connect any AI copilot or autonomous agent to your enterprise tools — through a single, secure MCP/Agent gateway with built-in identity, access control, and full observability.
mcp-brasil
Mcp-Brasil
MCP Server para 70 APIs públicas brasileiras
webclaw
0xMassi
Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API, and MCP server.
NagaAgent
RTGS2017
A simple yet powerful agent framework for personal assistants, designed to enable intelligent interaction, multi-agent collaboration, and seamless tool integration.
Risuai
kwaroran
Make your own story. User-friendly software for LLM roleplaying
agency-orchestrator
jnMetaCode
🚀 One sentence → multi-AI-role collaboration → complete plan in minutes. Built on the agency-agents role library (216+ experts), zero-code YAML, web Studio + desktop app, 10 LLM providers (7 free). 基于 agency-agents 专家库，一句话调度多个 AI 专家自动协作，几分钟交付完整方案。
paperdebugger
PaperDebugger
A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing
agent-teams-ai
777genius
You're the boss, agents are your team. They handle tasks on their own, message each other, and review each other's work. You just watch the kanban board and give high-level commands. Codex/Claude/OpenCode(200+ models, 75+ LLM providers, free models no auth). Build your AI company with multiple teams.
trpc-agent-go
trpc-group
A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation, and observability.
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.
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)
burp-ai-agent
six2dez
Burp Suite extension that adds built-in MCP tooling, AI-assisted analysis, privacy controls, passive and active scanning and more
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.
boss-agent-cli
can4hou6joeng4
🤖 Local-assist BOSS Zhipin CLI for AI agents — search, welfare filtering, shortlist, JSON-envelope output; low-risk & compliant by default.
voicemode
mbailey
Natural voice conversations with Claude Code
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.
figma-mcp-go
vkhanhqui
Figma MCP for free users — no rate limits, full read/write, text to designs, designs to code
A2V
Devin-AXIS
A2V: Next-Gen AI Value Compute Protocol.
open-codex-computer-use
iFurySt
👾 Open Computer Use – Open-Source Alternative to Codex Computer Use
fast-mcp
yjacquin
A Ruby Implementation of the Model Context Protocol
LightAgent
wanxingai
LightAgent: Lightweight AI agent framework with memory, mcp & skill. Supports multi-agent collaboration, self-learning, and major LLMs (OpenAI/DeepSeek/Qwen). Open-source with MCP/SSE protocol integration.
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.
magic
polterguy
Fully Autonomous AI-based Software Development Assistant
ref-tools-mcp
ref-tools
Helping coding agents never make mistakes working with public or private libraries without wasting the context window.
Proxima
Zen4-bit
Multi-AI MCP Server - Connect ChatGPT, Claude, Gemini & Perplexity to your coding tools without any API
pentest-ai
0xSteph
Offensive-security MCP server with 205 wrapped tools, 17 specialist agents, and 60 SPA-aware probes for OWASP Top 10. CLI + MCP, BYO LLM. No API key needed on MCP path.
LycheeMem
LycheeMem
Lightweight Long-Term Memory for LLM Agents.
openops
openops-cloud
The batteries-included, No-Code FinOps automation platform, with the AI you trust.
arkon
nduckmink
Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to manage RAG contexts, access policies, and AI skills. Connect Claude and other LLMs via Model Context Protocol (MCP) for automated, secure organizational knowledge integration.
google-meta-ads-ga4-mcp
irinabuht12-oss
MCP server for Google Ads, Meta Ads & GA4 — works with ChatGPT, Claude, Cursor, n8n, Windsurf & more. 250+ tools for campaign management, analytics & optimization.
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.
deepseek-pp
zhu1090093659
DeepSeek Web browser extension: AI agent workspace with MCP tools, memory, Skills, automation, web search, and conversation export.
agentic-radar
splx-ai
A security scanner for your LLM agentic workflows
ThinkWatch
ThinkWatchProject
Enterprise AI bastion host for secure AI API and MCP access, with unified proxying, RBAC, audit logs, rate limiting, and cost tracking across OpenAI, Anthropic, Gemini, and self-hosted LLMs.
web-search-mcp
mrkrsl
A simple, locally hosted Web Search MCP server for use with Local LLMs
mcpm.sh
pathintegral-institute
CLI MCP package manager & registry for all platforms and all clients. Search & configure MCP servers. Advanced Router & Profile features.
mcp-searxng
ihor-sokoliuk
Private web search for AI assistants via SearXNG — supports Claude, Cursor, and any MCP client
pi-mcp-adapter
nicobailon
Token-efficient MCP adapter for Pi coding agent
MCP-Bridge
SecretiveShell
A middleware to provide an openAI compatible endpoint that can call MCP tools
mcp-framework
QuantGeekDev
The Typescript MCP Framework
cyberboss
WenXiaoWendy
一个接入微信的本地生活 Agent Bridge，让 Codex / Claude Code 拥有时间感、行踪感、随机唤醒和自主唤醒能力，用主动陪伴替代所有番茄钟和效率工具，自动记录日记、维护生活时间轴、发送文件和表情包，并调用 MCP / 本地工具。
flow-like
Rheosoph
Flow-Like: Strongly Typed Enterprise Scale Workflows. Built for scalability, speed, seamless AI integration and rich customization.
hyper-mcp
hyper-mcp-rs
📦️ A fast, secure MCP server that extends its capabilities through WebAssembly plugins.
VectorCode
Davidyz
A code repository indexing tool to supercharge your LLM experience.
alpaca-mcp-server
alpacahq
Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data analysis, and build strategies in plain English directly from your favorite LLM tools and IDEs
claude-video-vision
jordanrendric
Give Claude the ability to watch and understand videos — Claude Code plugin with frame extraction and multimodal audio analysis
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
scira-mcp-chat
zaidmukaddam
A minimalistic MCP client with a good feature set.
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)
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
UnrealClaude
Natfii
Claude Code CLI integration for Unreal Engine 5.7 - Get AI coding assistance with built-in UE5.7 documentation context directly in the editor.
context-space
context-space
Ultimate Context Engineering Infrastructure, starting from MCPs and Integrations
pdf-reader-mcp
SylphxAI
📄 Production-ready MCP server for PDF processing - 5-10x faster with parallel processing and 94%+ test coverage
OpenOSINT
OpenOSINT
AI-powered OSINT agent with interactive REPL, MCP server, and CLI. 16 tools. Works with Claude, GPT-4, or local models. For authorized security research only.
next-devtools-mcp
vercel
Next.js Development for Coding Agent
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.
mcp-client-for-ollama
jonigl
Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring all core MCP primitives (tools, prompts, resources), agent mode, multi-server, model switching, streaming responses, human-in-the-loop, thinking mode, model params config, system prompts, and saved preferences.
reverse-engineering-assistant
cyberkaida
MCP server for reverse engineering tasks in Ghidra 👩💻
yahoo-finance2
gadicc
Unofficial API for Yahoo Finance with CLI, MCP and Agent Skill
MCP-Kali-Server
Wh0am123
MCP configuration to connect AI agent to a Linux machine.
pentest-agents
H-mmer
Bug bounty agent framework for Claude Code, Codex, Gemini, Cursor, Windsurf, Copilot, and OpenClaw — 48 agents, 26 commands, 19 CLI tools, 2 MCP servers, autonomous hunt loops, exploit chain builder.
mcp-nixos
utensils
MCP-NixOS - Model Context Protocol Server for NixOS resources
reddit-mcp-buddy
karanb192
Clean, LLM-optimized Reddit MCP server. Browse posts, search content, analyze users. No fluff, just Reddit data.
vmlx
jjang-ai
vMLX - JANGTQ Uber Compressed MLX Models - L2 Disk Cache (survives restart) + L1 Paged (super fast ttft) + Hybrid SSM Scheduler + Cont Batching + etc!
codanna
bartolli
Local code intelligence MCP server and CLI for AI coding agents
jadx-mcp-server
zinja-coder
MCP server for JADX-AI Plugin
mcp-client-cli
adhikasp
A simple CLI to run LLM prompt and implement MCP client.
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。
MCP-Nest
rekog-labs
A NestJS module to effortlessly create Model Context Protocol (MCP) servers for exposing AI tools, resources, and prompts.
wcgw
rusiaaman
Shell and coding agent on mcp clients
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.
GhidrAssistMCP
symgraph
An native MCP server extension for Ghidra
heym
heymrun
Build AI workflows by prompt or visual canvas. Heym is source-available and self-hosted, with agents, RAG, MCP, HITL, observability, evals, token cost tracking and more.
Box
jegly
The most advanced, fully offline client-side AI suite on Android today.
UnrealGenAISupport
prajwalshettydev
Unreal Engine plugin for LLM/GenAI models & MCP UE5 server. OpenAI GPT-5, Deepseek R1, Claude Opus/Sonnet, Gemini 3, Grok 4, Alibaba Qwen, Kimi, ElevenLabs TTS, Inworld, OpenRouter, Groq, GLM, Ollama, Local, Meshy, Tripo, Hunyuan3D, Rodin, fal, Dashscope, Seedream. NPC AI, agentic, chat, 3D gen, TTS, multimodal, image gen. UnrealMCP/UnrealClaude
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
claude-code-cli
huangserva
这是 Claude Code 的 CLI 客户端主体（src/ 目录），即整个终端交互层的源码。具体包含： 1. CLI 入口与命令解析 — main.tsx（4684行）、entrypoints/（CLI 模式、SDK 模式、MCP 模式） 2. 终端 UI 渲染 — components/（144 个组件，用 React + Ink 渲染终端界面） 3. 工具系统 — tools/（43 个工具，Bash、文件读写编辑、Grep、Glob、Web 搜索等） 4. API 通信层 — services/api/（与 Anthropic 后端通信） 5. MCP 协议 6. 多 Agent/Team 协作 l 7. 认证与策略 8. 辅助服务 等
mda
sno-ai
MDA Open Spec — a Markdown superset for agent-facing documents. One .mda source compiles to drop-in SKILL.md, AGENTS.md, MCP-SERVER.md, and CLAUDE.md. JSON Schema validated, with typed dependency graph, footnote relationships, and Sigstore-anchored signatures. For agentskills.io and AAIF runtimes.
google-search
web-agent-master
A Playwright-based Node.js tool that bypasses search engine anti-scraping mechanisms to execute Google searches. Local alternative to SERP APIs with MCP server integration.
maverick-mcp
wshobson
MaverickMCP - Personal Stock Analysis MCP Server
line-bot-mcp-server
line
MCP server that integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.
bernstein
sipyourdrink-ltd
Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run
swarmclaw
swarmclawai
Open-source self-hosted AI agent runtime and multi-agent framework for autonomous agent swarms. Agent memory, MCP tools, schedules, delegation, and 23+ LLM providers (Claude, GPT, Gemini, OpenRouter, Ollama). A practical Claude Code and LangChain alternative.
sonarqube-mcp-server
SonarSource
Official SonarQube MCP Server for code quality and security in AI agents
dbt-mcp
dbt-labs
A MCP (Model Context Protocol) server for interacting with dbt.
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
multimodal-agents-course
the-ai-merge
An MCP Multimodal AI Agent with eyes and ears!
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
ospec
clawplays
Spec-driven, agentic workflow framework for AI coding agents. Turn a request into a verifiable goal loop — plan, act, verify — with durable specs and evidence in your repo. Works with Claude Code, Codex, Gemini, OpenCode, and plain CLI.
Mantic.sh
marcoaapfortes
A structural code search engine for Al agents.
haiku.rag
ggozad
Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling
claude-code-mastery
TheDecipherist
The complete guide to Claude Code: CLAUDE.md, hooks, skills, MCP servers, and commands
biomcp
genomoncology
BioMCP: Biomedical Model Context Protocol
concierge
concierge-hq
🚀 Universal SDK for building next-gen MCP servers
LLM-Agents-Ecosystem-Handbook
oxbshw
One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evaluation tools.
MakeMoneyWithAI
garylab
A list of open-source AI projects you can use to generate income easily.
memorix
AVIDS2
Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Code, Codex, Cursor, Windsurf, Gemini CLI, Antigravity, OpenClaw, Hermes Agent, Oh-my-Pi, Pi, Copilot, Kiro, OpenCode, and Trae.
ironcurtain
provos
A secure* runtime for autonomous AI agents. Policy from plain-English constitutions. (*https://ironcurtain.dev)
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.
agents
unifapi-agent
Open-source marketing agents for Claude, ChatGPT, Codex, OpenClaw & Hermes. One plugin: SEO audits, GEO / AI-visibility, local SEO, KOL pricing, social listening & competitive intelligence from read-only public data over MCP.
web-agent-protocol
OTA-Tech-AI
🌐Web Agent Protocol (WAP) - Record and replay user interactions in the browser with MCP support
apktool-mcp-server
zinja-coder
A MCP Server for APK Tool (Part of Android Reverse Engineering MCP Suites)
codex-mcp-server
tuannvm
MCP server wrapper for OpenAI Codex CLI that enables Claude Code to leverage Codex's AI capabilities directly.
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
mcp-remote-macos-use
baryhuang
The only general AI agent that does NOT requires extra API key, giving you full control on your local and remote MacOs from Claude Desktop App
prometheus-mcp-server
pab1it0
A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.
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.
telemem
TeleAI-UAGI
TeleMem is a high-performance drop-in replacement for Mem0, featuring semantic deduplication, long-term dialogue memory, and multimodal video reasoning.
blockrun-mcp
BlockRunAI
Live data for AI agents — search, research, markets, crypto, X/Twitter. Pay-per-call via x402 micropayments.
lunar
TheLunarCompany
lunar.dev: Agent native MCP Gateway for governance and security
claude-elixir-phoenix
oliver-kriska
Claude Code plugin for Elixir/Phoenix/LiveView — 20 specialist agents, Iron Laws enforcement, and Tidewave MCP integration. Plan features with parallel research agents, execute with automatic verification, review with 4-agent parallel audits, and capture learnings as reusable knowledge.
agent
1mcp-app
A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.
entroly
juyterman1000
Cut your Claude / OpenAI / Gemini bill 70–95% on AI coding. Local proxy that compresses context, keeps provider caches hot, and verifies LLM output ($0 hallucination guard). Drop-in for Cursor, Claude Code, Codex, Aider + 34 more and custom providers — 30s, no code changes
token-optimizer-mcp
ooples
Intelligent token optimization for Claude Code - achieving 95%+ token reduction through caching, compression, and smart tool intelligence
solon-ai
opensolon
Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java25. It can also be embedded in SpringBoot, jFinal, Vert.x, Quarkus, and other frameworks.
mcp-reddit
adhikasp
A Model Context Protocol (MCP) server that provides tools for fetching and analyzing Reddit content.
octocode
Muvon
Semantic code searcher and codebase utility
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!
groundhog
ghuntley
Groundhog's primary purpose is to teach people how Cursor and all these other coding agents work under the hood. If you understand how these coding assistants work from first principles, then you can drive these tools harder (or perhaps make your own!).
codeseek
CodeBendKit
Rust-powered code intelligence CLI for AI coding agents. Builds call graphs and hybrid semantic search indexes (Dense + Sparse + RRF + Reranker) across 7 languages. Ships as native MCP tools for Claude Code and Codex CLI.
skillz
intellectronica
An MCP server for loading skills (shim for non-claude clients).
memstack
cwinvestments
Structured skill framework for Claude Code | 128 skills, localhost dashboard with 3-agent orchestration, real-time streaming, MCP tools management, session memory, and project handoffs via markdown-based skills
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.
mcp-graphql
blurrah
Model Context Protocol server for GraphQL
clawdcursor
AmrDab
clawdcursor compiles whatever's on screen into one UI map — accessibility tree and OCR fused into stable, addressable elements, with a screenshot only when needed — then drives apps through reusable scripts, verifying every action and routing it through a single safety gate.
claude-skills-mcp
K-Dense-AI
MCP server for searching and retrieving Claude Agent Skills using vector search
mcp-hfspace
evalstate
MCP Server to Use HuggingFace spaces, easy configuration and Claude Desktop mode.
agent-study
Callous-0923
36章AI Agent全栈课程：从ReAct循环到Claude Code逆向、MCP/A2A协议、RAG、DSPy、生产可观测性——全部为可运行Python文件，面试导向。
amazon-sorftime-research-MCP-skill
liangdabiao
亚马逊选品 之 Listing全维度穿透分析报告 加上 全品类分析 ，关键词分析，差评分析 ，市场调研 等等。OpenClaw /claude code agent skill, amazon sorftime research MCP 智能体skill.基于 Sorftime MCP 服务和 Claude Skills 的亚马逊竞品分析工具集。
abcoder
cloudwego
deep, reliable and confidential coding-context
studio
decocms
Open-source control plane for your AI agents. Connect tools, hire agents, track every token and dollar
mcp-aktools
aahl
📈 提供股票、加密货币的数据查询和分析功能MCP服务器
azan-mcp
ahmedeltaher
Azan + Prayer Time + MCP + AI Agents + Islamic + Salah + A lightweight MCP library to calculate prayer times and trigger Azan with a single tool call. If you’re building an AI agent or prayer application, there’s no need to deal with astronomical calculations, timezones, or edge cases again.
evm-mcp-server
mcpdotdirect
MCP server that provides LLMs with tools for interacting with EVM networks
mcp-gateway
lasso-security
A plugin-based gateway that orchestrates other MCPs and allows developers to build upon it enterprise-grade agents.
graphlit-mcp-server
graphlit
Model Context Protocol (MCP) Server for Graphlit Platform
minthcm
minthcm
Open-source HCM system for managing HR processes with AI agents. Full data ownership, MCP/A2A-native, no vendor lock-in.
hol-guard
hashgraph-online
AI antivirus for developer agents: protect Codex, Claude Code, Cursor, Gemini, OpenCode, plugins, skills, MCP servers, and AI harnesses before tools run.
ebook-mcp
onebirdrocks
A MCP server that supports mainstream eBook formats including EPUB, PDF and more. Simplify your eBook user experience with LLM.
mcp-google-map
cablate
A powerful Model Context Protocol (MCP) server providing comprehensive Google Maps API integration with LLM processing capabilities.
mcp_massive
massive-com
An MCP server for Massive.com Financial Market Data
boltmcp
boltmcp
boltmcp — MCP server.
claude-ai-mcp
anthropics
Report issues related to MCP integration with Claude here.
gptr-mcp
assafelovic
MCP server for enabling LLM applications to perform deep research via the MCP protocol
interactive-mcp
ttommyth
Vibe coding should have human in the loop! interactive-mcp: Local, cross-platform MCP server for interact with your AI Agent
Octopoda-OS
RyjoxTechnologies
The open-source memory operating system for AI agents. Persistent memory, semantic search, loop detection, agent messaging, crash recovery, and real-time observability.
agent-trade-kit
okx
OKX trading MCP server — connect AI agents to spot, swap, futures, options & grid bots via the Model Context Protocol.
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.
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.
mcp_flutter
Arenukvern
MCP Toolkit for Flutter AI Agent Driven Development (MCP/CLI + custom client side tools) - via closed feedback loop (visual & semantic snapshot) and high client side customization adaptable for any Flutter app. Nowadays it is often called as agentic harness.
agent-harness-generator
ruvnet
🛠️ The meta-harness for AI agents — scaffold your own focused, branded agent harness with its own npx CLI, MCP server, memory, learning loop, and witness-signed releases. Works with Claude Code, Codex, pi.dev, Hermes, OpenClaw, and RVM (hardware-isolated sandbox).
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.
mcp-server-odoo
ivnvxd
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.
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.
notebook-intelligence
plmbr
A JupyterLab extension supporting Claude Code, Copilot, Ollama, and OpenAI-compatible LLMs, with MCP, skills, plugins, and notebook agents.
mcp-linker
milisp
mcp store manager, add & syncs MCP server configurations across clients like Claude code, Cursor💡mcphub
rosetta
griddynamics
Meta-prompting, context engineering, and centralized instructions management for AI coding agents
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.
hass-mcp
voska
Control and query Home Assistant from Claude and other LLMs — a Model Context Protocol (MCP) server.
AgentRecall-MCP
Goldentrii
Correction-first persistent memory for AI agents. MCP server + SDK + CLI. Compounds across sessions.
llm-context.py
cyberchitta
Share code with LLMs via Model Context Protocol or clipboard. Rule-based customization enables easy switching between different tasks (like code review and documentation). Includes smart code outlining.
flyto-core
flytohub
The open-source execution engine for AI agents. 412 modules, MCP-native, triggers, queue, versioning, metering.
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.
synapse-ai
synapseorch-ai
Build AI agents that actually do things. Synapse is an open-source platform for creating, connecting, and orchestrating AI agents powered by any LLM — local, cloud or CLIs.
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.
mcp-manager
amxv
simple web ui to manage mcp (model context protocol) servers in the claude app
flama
vortico
The production framework for Predictive and Generative AI. Serve any model as an API in one line, with OpenAI/Anthropic/Ollama-compatible endpoints, a built-in chat UI, and native MCP.
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.
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
oreilly-ai-agents
sinanuozdemir
An introduction to the world of AI Agents
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.
sudocode
sudocode-ai
Lightweight agent orchestration dev tool that lives in your repo
erickwendel-contributions-mcp
ErickWendel
A Model Context Protocol (MCP) server that provides tools to query Erick Wendel's contributions across different platforms
DashClaw
ucsandman
🛡️The governance runtime for AI agents. Intercept actions, enforce guard policies, require approvals, and produce audit-ready decision trails.
ultra-mcp
RealMikeChong
100x Your Claude Code, Gemini CLI, Cursor and/or any coding tools with MCP client support
claude-code-teams-mcp
cs50victor
use claude code's agent teams orchestraction with any harness
ProxmoxMCP-Plus
RekklesNA
Use MCP and OpenAPI to safely control Proxmox VE VMs, LXCs, backups, and snapshots from LLMs and AI agents.
coding-tools-mcp
xyTom
Give any AI agent the ability to code
SpotifyScraper
AliAkhtari78
Extract public Spotify data — tracks, albums, artists, playlists, podcasts & lyrics — without the official API. Sync + async, typed models, one dependency.
Charles-mcp
heizaheiza
Charles Proxy MCP server for AI agents with live capture, structured traffic analysis, and agent-friendly tool contracts
wikipedia-mcp
Rudra-ravi
A Model Context Protocol (MCP) server that retrieves information from Wikipedia to provide context to LLMs.
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.
lavern
AnttiHero
An agentic law firm. Yours. 67 specialist AI agents that review documents through evidence-backed debate, with mandatory human gates and a 10-pass verification loop. Apache 2.0.
cc-statusline
NYCU-Chung
A comprehensive statusline dashboard for Claude Code — session info, quota bars, agent tracker, MCP health, message history, and more.
cli
modelstudioai
Official Model Studio CLI（阿里云百炼 CLI）built for AI Agent frameworks, exposing models, search, multimodal, and workflow capabilities as structured tool calls.
mcp-dev-latam
codespar
Open-source MCP servers for Latin American commerce — Pix, NF-e, banking, fiscal, logistics, and messaging across Brazil, Mexico, Argentina, Colombia, Chile, and Peru. MIT, on npm.
AIGuide
Snailclimb
AI 应用开发、AI 编程实战与面试指南，涵盖 LLM、Agent、RAG、MCP、Claude Code、Codex 等核心技术与工程实践。
cryptocurrency.cv
nirholas
Free crypto news API - real-time aggregator for Bitcoin, Ethereum, DeFi, Solana & altcoins. No API key required. RSS/Atom feeds, JSON REST API, historical archive with market context, embeddable widgets, ChatGPT plugin, Claude MCP server, SDKs (Python, TypeScript, Go, React, PHP). AI/LLM ready. Vibe coding friendly. Open source.
YourMemory
sachitrafa
Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.
claudemap
QuinnAho
google maps for vibecoders.
claude_code-gemini-mcp
RaiAnsar
Simplified Gemini for Claude Code.
mcp-echarts
hustcc
🧬 Generate visual charts using ECharts with AI MCP dynamically, used for chart generation and data analysis.
anki-mcp-server
nailuoGG
MCP server for Anki via AnkiConnect
qveris-agent-toolkit
QVerisAI
Open-source toolkit for the QVeris capability routing network: CLI, MCP server, Python SDK, skills, and REST API docs for agents to discover, inspect, call, and audit real-world tools.
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
mcp-twikit
adhikasp
A Model Context Protocol (MCP) server for interacting with Twitter.
claude-context-local
FarhanAliRaza
Code search MCP for Claude Code. Make entire codebase the context for any coding agent. Embeddings are created and stored locally. No API cost.
claude-gemini-mcp-slim
cmdaltctr
Lightweight MCP integration bringing Google's Gemini AI capabilities to Claude Code with 1M+ token context window, smart model selection, and powerful code analysis tools
penpot-mcp
montevive
Penpot MCP server
open-reverselab
LING71671
Open-source reverse engineering lab: 197-article knowledge base + MCP tools + CTF/APK/PE automation toolchain. Agent-native.
nowledge-mem
nowledge-co
Memory and context manager just works.
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).
memtrace-public
syncable-dev
Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · Hermes · VS Code · Windsurf.
Corbell
Corbell-AI
AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.
mcp-server-wazuh
gbrigandi
MCP Server for Wazuh SIEM
OnionClaw
christinminor459
Provide AI agents with full Tor network access and dark web data through a zero-config OpenClaw skill or standalone tool.
markmap-mcp-server
jinzcdev
An MCP server for converting Markdown to interactive mind maps with export support (PNG/JPG/SVG).
openaccountants
openaccountants
Open-source tax & accounting skills for AI agents. 1,000+ research-verified skills across 192 jurisdictions — 130+ countries plus every US state. Accountant-verified versions via the MCP connector. Upload to Claude/ChatGPT or connect via MCP.
gemini-mcp
RLabs-Inc
MCP Server that enables Claude code to interact with Gemini
servicenow-mcp
aartiq
Production-ready ServiceNow MCP server — 450+ tools + 26 AI capabilities, multi-transport (stdio/SSE/HTTP), A2A protocol, dynamic schema discovery & BYOK. Connect Claude, ChatGPT, Gemini, Cursor & any AI to ServiceNow. Part of the NowAIKit suite.
wmux
openwong2kim
Windows tmux alternative for AI agents — split terminals for Claude Code, Codex, Gemini CLI with MCP browser automation. No WSL required.
AgentCrew
saigontechnology
Chat application with multi-agents system supports multi-models and MCP
Remote-MCP
ssut
A type-safe solution to remote MCP communication, enabling effortless integration for centralized management of Model Context.
node9-proxy
node9-ai
The Execution Security Layer for the Agentic Era. Providing deterministic "Sudo" governance and audit logs for autonomous AI agents.
codex-control-plane-mcp
aresyn
Durable MCP control plane for long-running Codex Desktop tasks
ghost-mcp
MFYDev
A Model Context Protocol (MCP) server for interacting with Ghost CMS through LLM interfaces like Claude. Allow you to control your Ghost blog by simply asking Claude etc.
wavefront
rootflo
🔥🔥🔥 Enterprise AI middleware, alternative to unifyapps, n8n, lyzr
utcp-mcp
universal-tool-calling-protocol
All-in-one MCP server that can connect your AI agents to any native endpoint, powered by UTCP
mcp-guardian
eqtylab
Manage / Proxy / Secure your MCP Servers
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.
comfyui-mcp
artokun
Claude Code plugin + MCP server for ComfyUI — 88 tools, 14 AI skills (Flux, WAN, LTX video, Qwen), live graph editing from your Claude session. Generate images & video, manage models and custom nodes.
MCP-Checklists
MCP-Manager
MCP-Checklists — MCP server.
best-of-Agent-Harnesses
RyanAlberts
🏆 Curated, ranked list of AI agent harnesses (100+) — plus an MCP server, llms.txt & JSON so agents can recommend them too. Rescored weekly.
sunpeak
Sunpeak-AI
Server-agnostic MCP testing framework and full-stack MCP App framework for ChatGPT Apps, Claude Connectors, and more.
mcp-server-siri-shortcuts
dvcrn
MCP for calling Siri Shorcuts from LLMs
agentor
CelestoAI
Open source version of Claude Managed Agents. Fastest way to build and deploy reliable AI agents, MCP tools and agent-to-agent.
superset-mcp
aptro
connect to 50+ data stores via superset mcp server. Can use with open ai agent sdk, Claude app, cursor, windsurf
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.
claude-code-handbook
ThamJiaHe
Comprehensive guide for writing professional Claude Standard prompts with MCP, Skills, and Superpowers integration. Official Anthropic best practices for Claude 4.x models.
mengram
alibaizhanov
Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.
claude-historian-mcp
Vvkmnn
📜 An MCP server for conversation history search and retrieval in Claude Code
claude-prompts
minipuft
MCP prompt template server: hot-reload, thinking frameworks, quality gates
OpenLore
clay-good
Deterministic, local-first memory & governance for AI coding agents.
agentql-mcp
tinyfish-io
Model Context Protocol server that integrates AgentQL's data extraction capabilities.
mcp-dock
OldJii
MCP Server & Config Manager for 14 AI Clients — Cursor, VS Code, Claude Code, Gemini CLI, Windsurf, Zed, TRAE, Kiro, JetBrains & more. 8500+ servers, 4400+ skills.
domscribe
patchorbit
Domscribe is a pixel-to-code development tool that bridges the gap between running web applications and their source code.
open-browser-use
iFurySt
🔮 Platform-neutral Browser Use for AI agents: real Chrome automation with a CLI + SDKs, no lock-in, dead simple.
omega-memory
omega-memory
Persistent memory for AI coding agents
piia-engram
Patdolitse
Local-first AI memory you can see, edit, and override — portable across Claude Code, Codex, Cursor, Windsurf, and other MCP coding tools.
hanzi-browse
hanzili
let any ai agent use the local browser
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.
LMStudio-MCP
infinitimeless
A Model Control Protocol (MCP) server that allows Claude to communicate with locally running LLM models via LM Studio.
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.
agentic-ai
mahmoudrabie
Agentic AI research papers, benchmarks, frameworks, and tools curated across 24 domains.
hypertool-mcp
toolprint
Dynamically expose tools from proxied servers based on an Agent Persona
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
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
glance
DebugBase
AI-powered browser automation MCP server for Claude Code. Navigate, click, screenshot, test — all from your terminal.
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.
opendocswork-mcp
Aimino-Tech
Rust-native MCP server for Office document processing (Excel, Word, PowerPoint). Sub-millisecond, local-first, open source.
mcp-audit
apisec-inc
See what your AI agents can access. Scan MCP configs for exposed secrets, shadow APIs, and AI models. Generate AI-BOMs for compliance.
carboncode
Yapie0
Carbon Code 是一款类似 Claude Code 的代码开发工具，也是中国第一个基于 DeepSeek 的代码开发工具，Token 成本节省 90% 以上。它可以实现自动任务拆分、自动开发、MCP 测试，以及与 Claude、Codex 等多 Agent 协作，能力接近 Claude Sonnet 4.6
claude_code-multi-AI-MCP
RaiAnsar
This MCP or multiple AI setup let claude code use Grok, Gemini and DeepSeek for reviewing and fixes
mcp-taiwan-legal-db
lawchat-oss
台灣司法院判決 + 全國法規資料庫 MCP server · Query Taiwan legal data from any MCP AI agent
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.
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.
Claude-Patent-Creator
RobThePCGuy
USPTO patent creation system with MCP server + Claude Code plugin. Hybrid RAG search over MPEP/USC/CFR, BigQuery access to 76M+ patents, automated 35 USC 112 compliance checks, prior art search, diagram generation. GPU-accelerated with skills and autonomous agents.
ETOS-LLM-Studio
Eric-Terminal
A native LLM client for iOS & Apple Watch. Run local GGUF models offline via llama.cpp, or connect to OpenAI/Claude/Gemini. Features local RAG, Model Context Protocol (MCP) tools, Siri Shortcuts, and cross-device sync. Built with Swift.
Zhihu-Collections-MCP
JasonJarvan
将知乎收藏夹（公开和私密）批量导出为 Markdown 格式文件. 支持配置收藏夹列表并批量下载, 支持基于URL自动去重, 支持下载专栏和图片, 支持自定义保存路径, 支持调试和错误日志. **同时提供 MCP Server**，可被 AI Agent (如 Claude Code) 直接调用，为大模型提供保存知乎收藏夹的能力。
agent-bridge
quilin-ai
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。
skills
LLMQuant
Reusable Skills for LLMQuant Agent, Claude Code, Claude.ai, Cursor, Hermes Agent, OpenClaw and Codex, grounded in LLMQuant Data
Matryoshka
yogthos
MCP server for token-efficient large document analysis via the use of REPL state
aura
mezmo
AURA is an agentic harness that turns an LLM model into a reliable, autonomous service capable of executing real SRE work. AURA provides the guardrails, API servers, state management, authentication, streaming, error handling, and tool integrations necessary to run AI SRE agents safely in production.
coplay-unity-plugin
CoplayDev
Unity plugin for Coplay
mcp-shodan
w0h1v
MCP server for Shodan — search internet-connected devices, IP reconnaissance, DNS lookups, and CVE/CPE vulnerability intelligence. Works with Claude Code, Codex, Gemini CLI, and Claude Desktop.
SecureMCP
makalin
SecureMCP is a security auditing tool designed to detect vulnerabilities and misconfigurations in applications using the [Model Context Protocol (MCP)](https://modelcontextprotocol.io/introduction). It proactively identifies threats like OAuth token leakage, prompt injection vulnerabilities, rogue MCP servers, and tool poisoning attacks.
arbor
Anandb71
Graph-native code intelligence that replaces embedding-based RAG with deterministic program understanding.
ZotSeek
introfini
AI semantic search for Zotero, with a built-in MCP server for AI agents (Claude Code, Codex). Find papers by meaning. 100% local and private.
open-claude-in-chrome
noemica-io
Claude in Chrome, reverse-engineered and open-source. No domain blocklist. Any Chromium browser. Same 18 MCP tools, same performance.
vfs
TrNgTien
Reduce AI agent token usage by 98% via Virtual Function Signatures. MCP server for Cursor & Claude Desktop. Supports Go, TypeScript, Python, Rust, Java, Swift, Kotlin, C# and more.
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.
claude-ipc-mcp
jdez427
AI-to-AI communication protocol for Claude, Gemini, and other AI assistants
skynet-agent
esinecan
An Open Source, Claude Code Like Tool, With RAG + Graph RAG + MCP Integration, and Supports Most LLMs (Incomplete But Functional & Usable)Autonomous LLM agent: ChromaDB semantic RAG + Neo4j knowledge-graph sync + MCP tool-call gateway.
multi-llm-mcp
mai-yyy
一个让 Claude Code 调用 Codex 干活，并可以同时调用多个模型（GPT、Kimi、DeepSeek 等）的 MCP 工具。
clarilayer
clarilayer
Stop re-explaining your data to your AI every session. The individual-analyst context layer, delivered over MCP (Claude Code / Cursor / Codex).
N8N2MCP
Super-Chain
Convert N8N agent / workflow into MCP servers, you can use it in Claude / Cursor / Super Chain
agentic-engineering-handbook
keyuchen21
The definitive OpenAI, Claude, MCP, Harness, Evals, and Production Agent Systems learning roadmap.
mcp-image
shinpr
MCP server for AI image generation and editing with automatic prompt optimization and quality presets. Powered by Gemini (Nano Banana 2 & Pro), with optional OpenAI GPT Image support.
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.
mcp-streamable-http
invariantlabs-ai
Example implementation of MCP Streamable HTTP client/server in Python and TypeScript.
excalidraw-architect-mcp
BV-Venky
Turn your architecture into a living, queryable knowledge graph - and render it as beautiful auto-laid-out Excalidraw diagrams. An MCP server for Cursor, Claude Code & Windsurf. Offline, no API keys.
mcp-local-rag
nkapila6
"primitive" RAG-like web search model context protocol (MCP) server that runs locally. ✨ no APIs ✨
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.
agentic-tools
meta-quest
Agent Skills for Meta Quest/Horizon OS VR Development
safari-mcp
achiya-automation
Native Safari browser automation for AI agents. 80 tools via AppleScript — zero overhead, keeps logins, runs silently in background. Drop-in alternative to Chrome DevTools MCP with 40-60% less CPU/heat on Apple Silicon.
gtm-mcp-server
paolobietolini
An MCP server for Google Tag Manager. Connect it to your LLM, authenticate once, and start managing GTM through natural language.
mcp-svelte-docs
spences10
🔍 MCP server that lets you search and access Svelte documentation with built-in caching
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.
roampal
roampal-ai
Memory that learns what works.
gopher-mcp
GopherSecurity
MCP C++ SDK - Model Context Protocol implementation in CPP with enterprise-grade security, observability and connectivity.
unreal-mcp
GenOrca
Unreal Engine MCP Server: Control UE5 with Claude & AI Agents. Supports Python and C++ for custom tool development.
brave-search-mcp
mikechao
An MCP Server implementation that integrates the Brave Search API, providing, Web Search, Local Points of Interest Search, Image Search, Video Search, News Search and LLM Context Search capabilities
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.
go-utcp
universal-tool-calling-protocol
Official Go implementation of the UTCP
academic-search-mcp-server
afrise
Academic Paper Search MCP Server for Claude Desktop integration. Allows Claude to access data from Semantic Scholar and Crossref.
roundtable
askbudi
Zero-configuration MCP server that unifies multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through intelligent auto-discovery and standardized interface
native-devtools-mcp
sh3ll3x3c
MCP server for computer use & browser automation - screenshot, OCR, click, type, find_text, Chrome/Electron CDP, template matching. macOS, Windows & Android. Works with Claude, Cursor, and any MCP client.
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-OS
rohanmistry231
A concise Claude reference bundle for developers, covering commands, MCP servers, plugins, tools, workflows, and agent frameworks in one place. Designed for fast discovery and practical integration.
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-reticle
soth-ai
Reticle intercepts, visualizes, and profiles JSON-RPC traffic between your LLM and MCP servers in real-time, with zero latency overhead. Stop debugging blind. Start seeing everything.
uxc
holon-run
A unified CLI for discovering and invoking tools across OpenAPI, MCP, GraphQL, gRPC, and JSON-RPC
windbg-ext-mcp
NadavLor
WinDbg-ext-MCP bridges your favorite LLM client (like Cursor, Claude, or VS Code) with WinDbg, enabling real-time, AI assisted kernel debugging. Write prompts in your AI coding assistant and receive instant, context-aware analysis and insights from your live kernel debugging session.
flowlens-mcp-server
magentic
FlowLens is an open-source MCP server that gives your coding agent (Claude Code, Cursor, Copilot, Codex) full browser context for in-depth debugging and regression testing.
deliberation
antonbabenko
Ask Codex, Gemini, Grok, and 400+ OpenRouter models (Qwen, Kimi, DeepSeek) for second opinions or arbiter-mediated consensus. One MCP server for Claude Code, Codex, Cursor, Kiro, OpenCode. Measures which models earn their seat.
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.
deep-code-reasoning-mcp
evalops
A Model Context Protocol (MCP) server that provides advanced code analysis and reasoning capabilities powered by Google's Gemini AI
itasca-mcp
yusong652
MCP server connecting AI agents to ITASCA engines (PFC, FLAC, 3DEC, MPoint, MassFlow) — run numerical simulations through natural conversation
neurolink
juspay
Streams are the future of AI powered by unlimited free tokens.
mcp-gemini-assistant
peterkrueck
MCP Gemini - Coding Assistant for Claude Code
fred-mcp-server
stefanoamorelli
Open-source FRED MCP Server (Federal Reserve Economic Data)
resale-agent-skill-hub
madguyevans-creator
AI-powered multi-platform C2C resale toolkit — 8 Claude Code skills + MCP server for automating second-hand selling
projectmem
riponcm
Local-first memory layer for AI coding agents. Captures issues, attempts, decisions, and cross-project library gotchas — your AI starts experienced, not amnesiac. Native MCP server verified across Claude Desktop, Cursor, Antigravity, and Codex. 100% local · no cloud · no telemetry · MIT.
erpnext-mcp-server
rakeshgangwar
Connect AI assistants to your ERPNext instance via the Model Context Protocol (MCP) using the official Frappe API.
creative-ad-agent
DV0x
Multi-agent system for generating Meta/Instagram ad creatives using Claude SDK and Nano Banana MCP
cligate
codeking-ai
Private AI assistant, AI agent, and unified model proxy for Claude Code, Codex CLI, Gemini CLI & OpenClaw. Skills, MCP, tools, channels, tasks,model routing, accounts, keys, logs, dashboard.
fennara-godot-ai
fennaraOfficial
AI chat and agent tooling for Godot, with MCP support, local runtime, and native editor integration.
shokunin
EliasOulkadi
職人 Shokunin 62 AI agent skills for OpenCode, Claude Code, Cursor, Windsurf. ChromaDB memory, MCP servers, declarative self-updates. Multi-model, open source, zero cost.
oxylabs-mcp
oxylabs
Official Oxylabs MCP integration
mcp-quickstart
G12789
Forge a working, testable, publishable MCP server in 30s. TypeScript or Python, with example tools, the Inspector and tests included.
agenticros
agenticros
ROS plugin for OpenClaw, Claude (Code,Desktop,Dispatch), Google Gemini, MCP, etc.
MediaWiki-MCP-Server
ProfessionalWiki
Model Context Protocol (MCP) Server to connect your AI with any MediaWiki
okx-agent-trade-kit
dex-original
okx trading bot okx agent mcp cli cryptocurrency okx api automated trading typescript okx trading bot model context protocol cursor ai trading crypto spot futures okx trading bot npm pnpm okx mcp open source quant defi cex okx trading bot algorithmic trading crypto bot okx trading bot okx api mcp okx trading bot crypto mcp
mcp_on_ruby
nagstler
💎 A Ruby implementation of the Model Context Protocol
50-essential-mcp-servers
Moh4696
a curated, browsable reference of 50 essential MCP servers for claude, gemini & codex — install commands, official links, and the gotchas that matter
houtini-lm
houtini-ai
MCP server that saves Claude Code tokens by delegating bounded tasks to local or cloud LLMs. Works with LM Studio, Ollama, vLLM, DeepSeek, Groq, Cerebras.
pluggedin-app
VeriTeknik
The Crossroads for AI Data Exchanges. A unified, self-hostable web interface for discovering, configuring, and managing Model Context Protocol (MCP) servers—bringing together AI tools, workspaces, prompts, and logs from multiple MCP sources (Claude, Cursor, etc.) under one roof.
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.
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
notebooklm-mcp
roomi-fields
Google NotebookLM over MCP + a local HTTP REST API. Citation-backed Q&A, audio/video/content generation, multi-account rotation. For Claude Code, Codex, Cursor, n8n, Zapier, Make.
skills-compat-manager
hnaymyh123-henry
Cross-platform compatibility layer for AI agent skills — pre-flight dependency checks, MCP-native, works with Claude Code, Cursor, Codex CLI, OpenCode and more
crawl4ai-mcp-server
sadiuysal
🕷️ A lightweight Model Context Protocol (MCP) server that exposes Crawl4AI web scraping and crawling capabilities as tools for AI agents. Similar to Firecrawl's API but self-hosted and free. Perfect for integrating web scraping into your AI workflows with OpenAI Agents SDK, Cursor, Claude Code, and other MCP-compatible tools.
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
open-multi-agent-kit
dmae97
Evidence-gated runner for Codex, Claude Code, OpenCode, and local coding agents. Routes tasks into scoped DAG lanes with replayable artifacts.
ebay-mcp
YosefHayim
Open source local MCP server providing AI assistants with comprehensive access to eBay's Sell APIs. Includes 325 tools for inventory management, order fulfillment, marketing campaigns, analytics, developer tools, and more.
trace-mcp
nikolai-vysotskyi
MCP server for Claude Code and Codex. One tool call replaces ~42 minutes of agent exploration
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-shell
sonirico
Give hands to AI. MCP server to run shell commands securely, auditably, and on demand.
mcpick
spences10
Claude Code extension manager — MCP servers, plugins (skills, hooks, agents), and marketplaces
MCP-Packet-Tracer
Mats2208
AI-powered Cisco Packet Tracer automation using MCP. Generate, validate and deploy full network topologies (OSPF, DHCP, EIGRP, RIP) from natural language prompts.
claude-emporium
Vvkmnn
🏛 [UNDER CONSTRUCTION] A (roman) claude plugin marketplace
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.
totem
thebriangao
Model Context Protocol server giving Claude (or any MCP client) full read + write access to your Whoop fitness data via the private reverse-engineered iOS API. 47 tools: recovery, sleep, strain, HRV trends, Strength Trainer, journal, Whoop Coach, and smart alarm. TypeScript + zod, auto-refresh Cognito auth.
Go-High-Level-MCP-2026-Complete
BusyBee3333
GoHighLevel MCP Server — Update #2 (2026-06-11): easy setup commands + high-level curated CRM agent tools. Full update history in UPDATE_LOG.md.
clinicaltrialsgov-mcp-server
cyanheads
Search ClinicalTrials.gov trials, retrieve study details and results, and match patients to eligible trials via MCP. STDIO or Streamable HTTP.
mcp-server
bitDive
BitDive Model Context Protocol (MCP) server. The Autonomous Quality Loop for AI agents. Provides real runtime context, before/after trace comparison, and integration testing workflows.
claude-code-source-all-in-one
wuwangzhang1216
Always up-to-date open-source mirror of Claude Code (currently v2.1.152). Run from source with Claude subscription/API, ChatGPT subscription (GPT-5.5 / GPT-5.4), OpenAI-compatible providers, or local Ollama. 18 deep-dive architecture articles included. For educational and reference purposes only.
mcp-server-openai
pierrebrunelle
Query OpenAI models directly from Claude using MCP protocol.
MCPTest
NanGePlus
MCP功能测试,编写LLM(支持OpenAI接口风格的大模型)应用程序调用MCP。MCP(模型上下文协议)是Claude开源的一种开放协议，可实现LLM应用程序与外部数据源和工具之间的无缝集成。
agent-starter
raintree-technology
Declarative agent config for Claude Code, Codex, and Cursor: an agent.json manifest for skills, MCP servers, and stack profiles, synced to each agent's native config, plus 29 hand-maintained skills.
Easy-Deal
xszyou
就算有一套完全自动赚钱的工具，你也会经常盯着它。你跟专业交易员对比，差别在于是否看得懂。而EasyDeal 就是解决这个问题的一套框架，提供一组MCP工具，接入 openclaw、Claude Code, Fay等agent后，在MT5交易环境可以协同各种策略工作，监控策略的执行、为你解答各种问题、指导你做出突发处理，甚至直接帮你修改策略代码。
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.
anilist-mcp
yuna0x0
AniList MCP server for accessing anime and manga data
Kagi-Session2API-MCP
KSroido
Free Kagi Search MCP server — access search and summarizer via session tokens, no API key needed. Works with Claude Desktop, Cursor, Windsurf, Hermes and any MCP client.
reevesagents
mertkayacs
Control different agents with agents. Free, local, workspace for AI agents. Let one agent (Claude Code, Codex, Hermes, DeepSeek, Kimi, ...) spawn and drive others over MCP. No API keys, no changes to your Agent.md or Claude.md. TUI, Web UI, CLI, MCP in one package.
Sephera
Reim-developer
Fast local-first Rust CLI for codebase metrics, AST-compressed LLM context bundles, and built-in MCP server.
pitlane-mcp
eresende
Token-efficient navigation substrate for AI coding agents. Index code once and retrieve only the symbols you need.
camofox-mcp
redf0x1
Anti-detection browser MCP server for AI agents — navigate, interact, and automate the web without getting blocked
agentic-pymol
Arcadia-Science
A Model Context Protocol (MCP) server that exposes PyMOL as a typed tool surface to your agent (Claude Code/Desktop, Codex, or any MCP-compatible client)
choturobo
vishalmysore
Integrate Arduino-based robotics (using the NodeMCU ESP32 or Arduino Nano 368 board) with AI using the MCP (Model Context Protocol) framework from Claude Anthropic
seo-skills
seranking
Claude SEO Skills — production Claude Agent Skills for the SE Ranking MCP server. Content briefs, AI Search share of voice, audits, backlink gaps, keyword clusters, schema, sitemap, GEO, and more.
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
masquerade
postralai
The Privacy Firewall for LLMs
serac
serac-labs
Serac — open-source AI build agent for ServiceNow. 400+ MCP tools, bring-your-own LLM keys (Claude/GPT/Gemini/Ollama). Read a story, ship the update set.
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.
helm-ai-kernel
Mindburn-Labs
Fail-closed execution firewall for AI agents: quarantine MCP tools, proxy OpenAI-compatible requests, emit signed receipts, and verify EvidencePacks offline.
claude-code-toolkit
stefan-jansen
Production-tested commands, skills, and workflow patterns for Claude Code. Developed through 6+ months of daily use. Includes explore→plan→next→ship workflow, session handoffs, MCP integrations, and domain skills. Copy what works, adapt to your needs.
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.
cc-equity-research
prof-little-bear
Turn Claude Code into an equity-research agent: 24 analysis skills (Anthropic's open-source bundle + community), a single data MCP, and a personalization layer for investors at any level.
agents
amtiYo
One .agents source of truth to sync MCP servers, skills, and instructions across Codex, Claude Code, Gemini CLI, Cursor, Copilot, and Antigravity.
matryca-plumber
MarcoPorcellato
Local-first AI daemon for Logseq OG: background semantic indexing, link hygiene, and agent-ready CLI/MCP — edits Markdown on disk (no cloud, no Logseq API). Karpathy LLM-Wiki inspired.
OpenGUI
akemmanuel
Desktop AI command center for OpenCode, Claude Code, Codex, and Pi. Multi-project AI coding sessions with streaming chat, prompt queue, model switching, and MCP tools.
gargantua
inceptyon-labs
Native macOS system cleaner with YAML-driven safety rules, local AI explainability via MLX, and an MCP server for agent-controlled cleanup workflows.
mcp-openmemory
baryhuang
Simple standalone MCP server giving Claude the ability to remember your conversations and learn from them over time.
line-oa-mcp-ultimate
wasintoh
Talk to your LINE Official Account through AI. 48 tools (34 messaging + 14 LINE Shopping) — broadcasts, rich menus, Flex, coupons, insights, plus products, orders & checkout links. Works with Claude Cowork, Claude Code, Cursor & any MCP host. Zero infrastructure, free-tier ready.
boilerplate-mcp-server
aashari
TypeScript Model Context Protocol (MCP) server boilerplate providing IP lookup tools/resources. Includes CLI support and extensible structure for connecting AI systems (LLMs) to external data sources like ip-api.com. Ideal template for creating new MCP integrations via Node.js.
youtube-connector-mcp
ShellyDeng08
MCP server for YouTube — search videos, channels, playlists, and transcripts. Works with Claude, Cursor, Windsurf, and any MCP client.
opencode-mcp
AlaeddineMessadi
MCP server for OpenCode AI — 70 tools, 10 resources, 5 prompts. Use npx opencode-mcp with Claude Desktop, Claude Code, Cursor, Windsurf, or any MCP client.
crash-mcp
nikkoxgonzales
MCP server for structured and efficient reasoning with step validation, branching, and revisions.
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.
pdf-mcp
jztan
An MCP server that lets Claude Code and other AI agents work through large PDFs without overflowing their context — search by meaning or keyword, read only the pages that matter, and cleanly pull out tables, images, and scanned text, even from multi-column and Japanese layouts.
notebooklm-mcp-secure
Pantheon-Security
Secure NotebookLM MCP Server - Query Google NotebookLM from Claude/AI agents with 17 security hardening layers
agenti
nirholas
Give any AI agent a crypto wallet. Agents deserve access to money. Pay x402 APIs, receive USDC, check balances — autonomously. Works with Claude, LangChain, AutoGen, CrewAI, and any MCP client. EVM + Solana.
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!
eda-agent
salitronic
Open-source MCP server for Altium Designer. 290+ tools for schematic, PCB, library & project automation over a persistent DelphiScript bridge: design review, audits, SVG render, connectivity-driven auto-placement, panelization, and an autonomous design-plan executor. Apache-2.0.
darknet-mcp-server
badchars
66-tool MCP server for dark web intelligence — breach data, ransomware tracking, Tor .onion access, malware analysis, blockchain intel, exploit search, stealer logs
Alph
Aqualia
Universal MCP Server Configuration Manager
nutrient-dws-mcp-server
PSPDFKit
A Model Context Protocol (MCP) server implementation that integrates with the Nutrient Document Web Service (DWS) Processor API, providing powerful PDF processing capabilities for AI assistants.
mobile-mcp
runablehq
A Model Context Protocol (MCP) server that provides mobile automation capabilities.
stock-sdk-mcp
chengzuopeng
股票行情 MCP + Skills 完整解决方案，支持 OpenClaw、Cursor、Claude Desktop、Antigravity、Gemini/Codex CLI 等主流 AI 工具。
claude-world-studio
claude-world
AI-powered content pipeline: trend discovery → research → social publishing. Built with Claude Agent SDK + MCP.
ads-mcp
amekala
MCP server for managing ad campaigns across Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads. 100+ tools for campaign creation, performance analysis, keyword research, and budget optimization. Works with ChatGPT, Claude, Gemini CLI, Cursor, Codex, and Windsurf.
codexray
iohub
A Repository-Aware, Knowledge-Learning local MCP that understands your codebase in Real Time powered by Hybrid Semantic + Full-Text Engine, both supports claude code and codex
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.
tiger_cowork
Sompote
A self-hosted AI workspace unifying chat, code execution, parallel multi-agent orchestration, and project management. Each agent runs on a distinct provider — OpenAI-compatible APIs, Claude Code, or Codex CLI. MCP servers extend the toolbox. Built for 100+ tool-call sessions with context compression and checkpoint recovery.
c0ntextKeeper
Capnjbrown
Automatic context preservation for Claude Code. Never lose work to compaction again. 7 hooks, 187 semantic patterns, 3 MCP tools.
plumb-mcp
tathagat22
Local Figma MCP server with no REST rate limits, no metered tool-call quotas, and a verification loop. Drop-in alternative to Figma's Dev Mode MCP and Framelink for Claude Code, Cursor, Windsurf — works on every plan including Free.
multicli
osanoai
Gemini, Codex, Claude, and OpenCode all in a single MCP tool for use by any coding agent.
Claude-Code-Video-Toolkit
wilwaldon
Skills, MCP servers, and tools for producing video with Claude Code. Covers programmatic video (Remotion, Manim), screen recording, YouTube clipping, and FFmpeg post-processing.
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, skills and managed agents.
mcp
supadata-ai
Official Supadata MCP Server - Adds powerful video & web scraping to Cursor, Claude and any other LLM clients.
bioinformatics-agent-skills
variomeanalytics
MCP server for bioinformatics agent skills — query a knowledge graph of 78 bioinformatics workflows directly from Claude Code
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.name
nirholas
Give AI agents access to money 💰1,100+ MCP tools — swap, bridge, stake, lend, trade, and deploy across most blockchains. The open MCP gateway where AI meets DeFi. Trade crypto, swap across DEXs, bridge chains, stake tokens, lend, track whales, read market news, analyze smart contracts, pay other agents autonomously via x402.
ext-tasks
modelcontextprotocol
Status: Experimental. This repository provides a reference for the tasks extensions to the MCP protocol, allowing for long-running operations, such as Agent communication, in MCP.
ElBruno.ModelContextProtocol
elbruno
Semantic routing for MCP tools - .NET library that indexes MCP tool definitions and returns the most relevant tools via vector search
mcp-excel-reader-server
softgridinc-pte-ltd
A MS excel server based on modelcontextprotocol
tappay-agent-wallet
TapPay
TapPay Agent Wallet 透過 [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) 提供一組工具，讓 AI Agent 能夠代替使用者完成線上信用卡付款——從身份驗證、卡片綁定確認到產生一次性虛擬卡號，全程由 Agent 自動完成。
unreal-mcp-skills
soatori
UE MCP skill - Agent guidance skill for Unreal Engine ModelContextProtocol toolset
arcade-mcp-ts
ArcadeAI
TypeScript framework for building MCP servers with built-in OAuth (21 providers), secret injection, middleware, multi-user JWT auth, and worker routes. Wraps @modelcontextprotocol/sdk.
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。
ModelContextProtocol
JakeSax
A Swift implementation of Anthropic's Model Context Protocol (MCP)
ModelContextProtocol-Agent-Example
patsab
ModelContextProtocol-Agent-Example — MCP server.
mcp-client-gemini
4ourlab
MCP Client implementation for Gemini models. Reference: https://modelcontextprotocol.io
becuz
mickymultani
becuz is an agent-agnostic [MCP](https://modelcontextprotocol.io) server. When you and a coding agent (Claude Code, Cursor, Copilot-via-MCP, …) settle a meaningful decision — a library choice, a schema, an API shape, an infra call — the agent records it through becuz.
modelcontextprotocol
stutibimali
MCP Chat is a command-line interface application that enables interactive chat capabilities with AI models through the Anthropic API. The application supports document retrieval, command-based prompts, and extensible tool integrations via the MCP (Model Control Protocol) architecture.
weather-mcp
GiordanPretelin
a weather MCP following Anthropic's https://modelcontextprotocol.io/docs/develop/build-server
mcpkit
AcidSailor
Go library of shared primitives for building MCP servers on the official modelcontextprotocol/go-sdk
anthropic-mcp-demo
angryfoxx
Demo for mcps that follows anthropic documents here: https://modelcontextprotocol.io/docs/develop/build-server
demoMCPServers
SecureCoKevinWu
This is a fork on ModelContextProtocol servers. Voice Agent MCP and SequentialThinking are work on SSE.
create-mcp-server
ralf9090
Scaffold a new MCP (Model Context Protocol) server in seconds. The modern replacement for the deprecated @modelcontextprotocol/create-server.
mcp-server-ts
dsmithco
Minimal MCP server in TypeScript. Exposes get_time and text_stats tools over stdio. Built on the official @modelcontextprotocol/sdk.
mcp-server-list-info-extract
feliperyan
Use Anthropic Claude to classify the entries under the official MCP server list at modelcontextprotocol/server by industry or business type
tiptap-apcore
aiperceivable
Let AI safely control your TipTap editor via the [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) and OpenAI Function Calling.