Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞

Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.

An open-source AI agent that brings the power of Gemini directly into your terminal.

⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，

CowAgent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、拥有长期记忆并不断成长。同时支持飞书、钉钉、企微、QQ、微信公众号、网页等接入，可选择OpenAI/Claude/Gemini/DeepSeek/ Qwen/GLM/Kimi/LinkAI，能处理文本、语音、图片和文件，可快速搭建个人AI助手和企业数字员工。

Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors

GitHub's official MCP Server

🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!

The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra

An autonomous agent that conducts deep research on any data using any LLM providers

Chrome DevTools for coding agents

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

🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade archite

🔥 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。

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

🚀 The fast, Pythonic way to build MCP servers and clients.

A powerful coding agent toolkit providing semantic retrieval and editing capabilities (MCP server & other integrations)

A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you

Build and run agents you can see, understand and trust.

MCP for xiaohongshu.com

Trigger.dev – build and deploy fully‑managed AI agents and workflows

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.

小红书（XiaoHongShu、RedNote）链接提取/作品采集工具：提取账号发布、收藏、点赞、专辑作品链接；提取搜索结果作品、用户链接；采集小红书作品信息；提取小红书作品下载地址；下载小红书作品文件

Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!

Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection

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 colla

The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.

Yet another WebUI for Nginx

Official MCP Servers for AWS

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 boun

Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.

The most powerful Android RPA agent framework, next generation of mobile automation robots.

Build effective agents using Model Context Protocol and simple workflow patterns

Agent Framework For Fintech and Banks

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 asse

AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.

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.

Monitor browser logs directly from Cursor and other MCP compatible IDEs.

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。

🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.

Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.

Awesome MCP Servers - A curated list of Model Context Protocol servers

MCP 资源精选， MCP指南，Claude MCP，MCP Servers, MCP Clients

Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser

Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale

Adversary simulation and Red teaming platform with AI

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 .

⚡️AI Cloud OS: Open-source enterprise-level AI knowledge base and MCP (model-context-protocol)/A2A (agent-to-agent) management platform with admin UI, user management and Single-Sign-On⚡️, supports Ch

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

A simple, secure MCP-to-OpenAPI proxy server

A Python-based Xiaozhi AI for users who want the full Xiaozhi experience without owning specialized hardware.

An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool call

Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP Support

A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.

Exa MCP for web search and web crawling!

🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.

An Agentic Framework for Reflective PowerPoint Generation

A Model Context Protocol server for Excel file manipulation

Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator

Claude Code Guide - Setup, Commands, workflows, agents, skills & tips-n-tricks go from beginner to power user!

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.

Bulk port forwarding Kubernetes services for local development.

🔍 导出并模糊搜索 Telegram 聊天记录 | Export and fuzzy search your Telegram chat history

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Model Context Protocol(MCP) 编程极速入门

Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.

A single hub to find Claude Skills, Agents, Commands, Hooks, Plugins, and Marketplace collections to extend Claude Code, Claude Desktop, Agent SDK and OpenClaw

🔥 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% s

Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

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

A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.

MCP Aggregator, Orchestrator, Middleware, Gateway in one docker

An AI-enabled NAT Router/Firewall for the ESP32

A Model Context Protocol server for converting almost anything to Markdown

A Rust-native claw you can trust. One binary — sandboxed, secure, auditable. Voice, memory, MCP tools, and multi-channel access built-in.

A bridge between Streamable HTTP and stdio MCP transports

A metasearch library that aggregates results from diverse web search services

A Model Context Protocol server for searching and analyzing arXiv papers

Zero-dependency, token-efficient database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLite.

Shrimp Task Manager is a task tool built for AI Agents, emphasizing chain-of-thought, reflection, and style consistency. It converts natural language into structured dev tasks with dependency tracking

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 wi

Save or export your private and public Slack messages, threads, files, and users locally without admin privileges.

A unified hub for centrally managing and dynamically orchestrating multiple MCP servers/APIs into separate endpoints with flexible routing strategies

⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more

MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window for large file analysis and codebase understanding

🧩 MCP Gateway - A lightweight gateway service that instantly transforms existing MCP Servers and APIs into MCP servers with zero code changes. Features Docker deployment and management UI, requiring n

A secure low code honeypot framework, leveraging AI for System Virtualization.

Enable AI assistant clients like Cursor, Windsurf and Claude Desktop to control Unreal Engine through natural language using the Model Context Protocol (MCP).

A Unified MCP Server Management App (MCP Manager).

The most powerful MCP Slack Server with no permission requirements, Apps support, GovSlack, DMs, Group DMs and smart history fetch logic.

Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases and on-prem stores.

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

ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.

Dive is an open-source MCP Host Desktop Application that seamlessly integrates with any LLMs supporting function calling capabilities. ✨

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!

Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.

An official Qdrant Model Context Protocol (MCP) server implementation

Plugin for JADX to integrate MCP server

Just a Better Chatbot. Powered by Agent & MCP & Workflows.

Model Context Protocol (MCP) plugin to connect with Unity Editor — designed for Cursor, Claude Code, Codex, Windsurf and other IDEs

Creates short videos for TikTok, Instagram Reels, and YouTube Shorts using the Model Context Protocol (MCP) and a REST API.

The professional development environment for Claude Code. Tests enforced, context preserved, quality automated.

Make RSS 📰 great again with AI 🧠✨!! [网页监控工具-预定送会员：https://waitlist.dingding.glidea.app]

⛓️RuleGo is a lightweight, high-performance, embedded, next-generation component orchestration rule engine framework for Go.

Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered by Azure API Management and Microsoft Foundry 🚀

A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases

A command-line interface for interacting with MCP (Model Context Protocol) servers using both stdio and HTTP transport.

mcp-language-server gives MCP enabled clients access semantic tools like get definition, references, rename, and diagnostics.

A secure sandbox environment for malware developers and red teamers to test payloads against detection mechanisms before deployment. Integrates with LLM agents via MCP for enhanced analysis capabiliti

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.

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.

MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code.

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.

This MCP server allows Claude and other AI assistants to access your LinkedIn. Scrape LinkedIn profiles, companies and jobs, and perform job searches.

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

The Simple Agent Development Kit.

A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.

Neo4j Labs Model Context Protocol servers

🔌 Plug-and-play library to enable agents to call MCP and UTCP tools via code execution.

Connect AI models like Claude & GPT with robots using MCP and ROS.

The batteries-included, No-Code FinOps automation platform, with the AI you trust.

An MCP server that autonomously evaluates web applications.

文颜 MCP Server 可以让 AI 自动将 Markdown 文章排版后发布至微信公众号。

🚀MCP server for accessing RedNote(XiaoHongShu, xhs).

A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing

The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.

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.

A minimalistic MCP client with a good feature set.

Model Context Protocol for WinDBG

🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.

🎨 Vibe Design System - Official monday.com UI resources for application development in React.js

Local first codebase intelligence

A Model Context Protocol (MCP) server for Kubernetes. Install: npx kubectl-mcp-server or pip install kubectl-mcp-server

On-premises conversational RAG with configurable containers

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.

A security scanner for your LLM agentic workflows

The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and automa

The Grafbase GraphQL Federation Gateway

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.

A middleware to provide an openAI compatible endpoint that can call MCP tools

Self-hosted MCP Gateway for AI agents

Natural (2-way) voice conversations with Claude Code

This MCP server integrates with your Google Drive and Google Sheets, to enable creating and modifying spreadsheets.

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.

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.

A curated list of Model Context Protocol (MCP) servers

phpMyFAQ - Open Source FAQ web application for PHP 8.3+ and MySQL, PostgreSQL and other databases

🚀 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. | Joi

Helping coding agents never make mistakes working with public or private libraries without wasting the context window.

A MCP for searching and downloading academic papers from multiple sources like arXiv, PubMed, bioRxiv, etc.

Browse the web, directly from Cursor etc.

This is a 12306 ticket search server based on the Model Context Protocol (MCP).

Selfhosted notes app. Single golang binary, notes stored as markdown within SQLite, full-text search, very low resource usage

A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc. Also, works with Android Studio

A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.

MCP server for Apple Developer Documentation - Search iOS/macOS/SwiftUI/UIKit docs, WWDC videos, Swift/Objective-C APIs & code examples in Claude, Cursor & AI assistants

Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and much more.

Solidity Static Analyzer that easily integrates into your editor

The best way to create, deploy, and share MCP Servers

Ultimate Context Engineering Infrastructure, starting from MCPs and Integrations

A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI with persistent, graph-like structured memory across any model, s

A comprehensive collection of Model Context Protocol (MCP) servers

The open context engine for AI agents

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

📦️ A fast, secure MCP server that extends its capabilities through WebAssembly plugins.

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

The Bank API is a design reference project suitable to bootstrap development for a compliant and modern API.

Vibetest MCP - automated QA testing using Browser-Use agents

A CLI tool for building Go applications.

Wassette: A security-oriented runtime that runs WebAssembly Components via MCP

MCP server that indexes your codebase into a persistent knowledge graph. 64 languages, sub-ms queries, 99% fewer tokens than grep. Single Go binary, no Docker, no API keys.

An MCP proxy server that aggregates and serves multiple MCP resource servers through a single HTTP server.

Add Obsidian integrations like semantic search and custom Templater prompts to Claude or any MCP client.

MCP configuration to connect AI agent to a Linux machine.

An MCP Multimodal AI Agent with eyes and ears!

A self-hosted RSS reader and personal knowledge management tool.

Codebase intelligence for AI. Detects patterns & conventions + remembers decisions across sessions. MCP server for any IDE. Offline CLI.

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 codeb

A simple CLI to run LLM prompt and implement MCP client.

A NestJS module to effortlessly create Model Context Protocol (MCP) servers for exposing AI tools, resources, and prompts.

🔥🔒 Awesome MCP (Model Context Protocol) Security 🖥️

MCP server integration for DaVinci Resolve

An MCP server for interacting with Sentry via LLMs.

A code repository indexing tool to supercharge your LLM experience.

MCP server and CLI tool for searching and downloading documents from Anna's Archive

MCP server to deploy apps to Cloud Run

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.

MCP for Security: A collection of Model Context Protocol servers for popular security tools like SQLMap, FFUF, NMAP, Masscan and more. Integrate security testing and penetration testing into AI workfl

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.

TDA - Thread Dump Analyzer (for Java). Analyze your Thread Dumps with a GUI or use it as MCP Server.

A MCP (Model Context Protocol) server for interacting with dbt.

Debug your AI agents

🧠 An adaptation of the MCP Sequential Thinking Server to guide tool usage. This server provides recommendations for which MCP tools would be most effective at each stage.

Shell and coding agent on mcp clients

Convert Any OpenAPI V3 API to MCP Server

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-l

MCP Server for SearXNG

MCP server that integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.

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

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

Enterprise-ready MCP Gateway & Registry that centralizes AI development tools with secure OAuth authentication, dynamic tool discovery, and unified access for both autonomous AI agents and AI coding a

Shell and coding agent on mcp clients

MCP Server for SearXNG

Next.js Development for Coding Agent

MCP server for reverse engineering tasks in Ghidra 👩‍💻

🚀 Universal SDK for building next-gen MCP servers

🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases

Fantasy Premier League Kotlin/Compose Multiplatform sample

Google Search Console Insights with Claude AI for SEOs

🌐Web Agent Protocol (WAP) - Record and replay user interactions in the browser with MCP support

An MCP tool that connects Google Ads with Claude AI/Cursor and others, allowing you to analyze your advertising data through natural language conversations. This integration gives you access to campai

Advanced TradingView MCP Server for AI-powered market analysis. Real-time crypto & stock screening, technical indicators, Bollinger Band intelligence, and candlestick patterns. Works with Claude Desk

Simple, modular, and observable Go framework for backend applications.

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 flowcha

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

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

Backtrader-powered backtesting framework for algorithmic trading, featuring 20+ strategies, multi-market support, CLI tools, and an integrated MCP server for professional traders.

MCP tool: let you point at DOM elements for your favorite agentic coding tool. Let AI see what you see.

Official Jina AI Remote MCP Server

One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evaluation tools.

BioMCP: Biomedical Model Context Protocol

The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently

MaverickMCP - Personal Stock Analysis MCP Server

Official python implementation of UTCP. UTCP is an open standard that lets AI agents call any API directly, without extra middleware.

📄 Production-ready MCP server for PDF processing - 5-10x faster with parallel processing and 94%+ test coverage

Flow-Like: Strongly Typed Enterprise Scale Workflows. Built for scalability, speed, seamless AI integration and rich customization.

An MCP server to query any Postgres database in natural language.

Claude Code LSP: enhance your Claude Code experience with non-IDE dependent LSP integration.

AgentChat 是一个基于 LLM 的智能体交流平台，内置默认 Agent 并支持用户自定义 Agent。通过多轮对话和任务协作，Agent 可以理解并协助完成复杂任务。项目集成 LangChain、Function Call、MCP 协议、RAG、Memory、Milvus 和 ElasticSearch 等技术，实现高效的知识检索与工具调用，使用 FastAPI 构建高性能后端服务。

Clean, LLM-optimized Reddit MCP server. Browse posts, search content, analyze users. No fluff, just Reddit data.

An Unreal Engine plugin for LLM/GenAI models & MCP UE5 server. Includes OpenAI's GPT, Deepseek, Claude Sonnet/Opus APIs, Google Gemini 3, Alibaba Qwen, Kimi, and Grok 4.1, with plans to add TTS, Eleve

GitOps on Autopilot Mode

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 env

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-eage

A growing collection of MCP servers bringing offensive security tools to AI assistants. Nmap, Ghidra, Nuclei, SQLMap, Hashcat and more.

MCP Playbooks for AI agents

MCP Server for interacting with Android Devices.

A Model Context Protocol (MCP) server for ATLAS, a Neo4j-powered task management system for LLM Agents - implementing a three-tier architecture (Projects, Tasks, Knowledge) to manage complex workflows

Single-file memory layer for AI agents, sub mili-second RAG on Apple Silicon. Metal Optimized On-Device. No Server. No API. One File. Pure Swift

A VSCode extension that lets you find and install Agent Skills and MCP Apps to use with GitHub Copilot, Claude Code, and Codex CLI.

Standalone Roblox Studio MCP Server

MCP server that provides LLMs with tools for interacting with EVM networks

An MCP server for Azure DevOps

A centralized manager for Model Context Protocol (MCP) servers with dynamic server management and monitoring

MCPCAN is a centralized management platform for MCP services. It deploys each MCP service using a container deployment method. The platform supports container monitoring and MCP service token verifica

An MCP extension for Ghidra

My personal Claude Code and OpenAI Codex setup with battle-tested skills, commands, hooks, agents and MCP servers that I use daily.

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

SonarQube MCP Server

The only browser automation that bypasses anti-bot systems. AI writes network hooks, clones UIs pixel-perfect via simple chat.

A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.

An introduction to the world of AI Agents

Home Assistant MCP server agent. Enable Cursor, VS Code, Claude Code, or any MCP-enabled IDE to help you vibe-code and manage Home Assistant: create and debug automations, design dashboards, tweak the

❤️ Generate mermaid diagram and chart with AI MCP dynamically.

MCP server that execute applescript giving you full control of your Mac

Enable any LLM (e.g. Claude) to interactively debug any language for you via MCP and a VS Code Extension

Connect Cursor, Copilot & Claude AI directly to Cheat Engine via MCP. Automate reverse engineering, pointer scanning, and memory analysis using natural language.

MCP Server for Odoo

Obsidian Knowledge-Management MCP (Model Context Protocol) server that enables AI agents and development tools to interact with an Obsidian vault. It provides a comprehensive suite of tools for readin

Giving Claude ability to run code with E2B via MCP (Model Context Protocol)

Obsidian Knowledge-Management MCP (Model Context Protocol) server that enables AI agents and development tools to interact with an Obsidian vault. It provides a comprehensive suite of tools for readin

A local Apple Documentation crawler and MCP server. Written in Swift.

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++.

MCP Database Server is a new MCP Server which helps connect with Sqlite, SqlServer and Posgresql Databases

🤖 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!

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

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.

Model Context Protocol server for GraphQL

📈 提供股票、加密货币的数据查询和分析功能MCP服务器

A structural code search engine for Al agents.

Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling

Spec-Driven Development MCP Server, not just Vibe Coding

A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.

Lean & Secure Bot

A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.

An implementation of Model Context Protocol (MCP) server for Argo CD.

Cognitive memory for AI agents — FSRS-6 spaced repetition, 29 brain modules, 3D dashboard, single 22MB Rust binary. MCP server for Claude, Cursor, VS Code, Xcode, JetBrains.

Architectural intelligence layer for AI coding agents. Structural graph, architecture governance, multi-agent orchestration, vulnerability mapping. 139 commands, 101 MCP tools, 26 languages, 100% loca

Model Context Protocol (MCP) Server for Graphlit Platform

MCP for Unreal Engine 5

MCP server retrieving transcripts of YouTube videos

Alfanous is an Arabic search engine API provides the simple and advanced search in Quran , more features and many interfaces...

This is a Model Context Protocol (MCP) server that provides comprehensive financial data from Yahoo Finance. It allows you to retrieve detailed information about stocks, including historical prices, c

MCP-NixOS - Model Context Protocol Server for NixOS resources

A Model Context Protocol (MCP) server that provides tools for fetching and analyzing Reddit content.

Open-source calendar sync tool & universal calendar MCP server. Aggregate events from Google, Outlook, iCloud & CalDAV into one anonymized feed.

CoexistAI is a modular, developer-friendly research assistant framework . It enables you to build, search, summarize, and automate research workflows using LLMs, web search, Reddit, YouTube, and mappi

开盒即用的优雅管理mcp服务 | 结合Agent框架 | 作者听劝 | 已发布pypi | Vue页面demo

A server that integrates Linear's project management system with the Model Context Protocol (MCP) to allow LLMs to interact with Linear.

Sega Master System / Game Gear / SG-1000 emulator, debugger and embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.

MCP server for JADX-AI Plugin

First AI‑enabled open-source Human Capital Management system that you can start using today.

Govern & Secure your AI

Docfork - Up-to-date Docs for AI Agents.

Context-Engine MCP - Agentic Context Compression Suite

A MCP server that supports mainstream eBook formats including EPUB, PDF and more. Simplify your eBook user experience with LLM.

BloodHound-MCP-AI is integration that connects BloodHound with AI through Model Context Protocol, allowing security professionals to analyze Active Directory attack paths using natural language instea

MCP server for enabling LLM applications to perform deep research via the MCP protocol

MCP web research server (give Claude real-time info from the web)

Marmot helps teams discover, understand, and leverage their data with powerful search and lineage visualisation tools. It's designed to make data accessible for everyone.

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.

deep, reliable and confidential coding-context

An MCP server for Massive.com Financial Market Data

🌋 Build AI agents that seamlessly combine LLM reasoning with real-world actions via MCP tools — in just a few lines of TypeScript.

Control your Mac with detailed mouse, keyboard, screen, and window management capabilities.

An MCP server for loading skills (shim for non-claude clients).

Open-source control plane for your AI agents. Connect tools, hire agents, track every token and dollar

MeiGen-AI-Design-MCP — Turn Claude Code / OpenClaw into your local Lovart. Local ComfyUI, 1,400+ prompt library, multi-direction parallel generation.

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, a

Claude Code CLI integration for Unreal Engine 5.7 - Get AI coding assistance with built-in UE5.7 documentation context directly in the editor.

A Model Context Protocol Server that allows you to interact with your MacOS Calendar through natural language.

lunar.dev: Agent native MCP Gateway for governance and security

An MCP (Model Context Protocol) server implementation for Microsoft Teams integration, providing capabilities to read messages, create messages, reply to messages, mention members.

Elixir Model Context Protocol (MCP) SDK

An MCP server enabling AI assistants to interact with Anytype - your encrypted, local and collaborative wiki - to organize objects, lists, and more through natural language.

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

Create agentic AI workflows in ROBLOX Studio

A Model Context Protocol (MCP) server for stock traders

mcpc is a CLI client for MCP. It supports persistent sessions, stdio/HTTP, OAuth 2.1, JSON output for code mode, proxy for AI sandboxes, and much more.

Model Context Protocol server for DeepSeek's advanced language models

Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.

A MCP Server for APK Tool (Part of Android Reverse Engineering MCP Suites)

A plugin-based gateway that orchestrates other MCPs and allows developers to build upon it enterprise-grade agents.

Vibe coding should have human in the loop! interactive-mcp: Local, cross-platform MCP server for interact with your AI Agent

Discover Exceptional MCP Servers

12306 MCP Server​​ 是一个基于 ​​Model Context Protocol (MCP)​​ 的高性能火车票查询后端系统。它通过标准化接口提供官方 12306 的实时数据服务，包括余票查询、车站信息、列车经停站、中转换乘方案等核心功能。

An MCP server providing tools for image processing operations

An MCP Server for Chrome DevTools, following the Chrome DevTools Protocol. Integrates with Claude Desktop and Claude Code.

Home Assistant MCP Server

A Model Context Protocol (MCP) server that helps read GitHub repository structure and important files.

The Official Model Context Protocol (MCP) server for Kagi search & other tools.

🌍 Terraform Model Context Protocol (MCP) Tool - An experimental CLI tool that enables AI assistants to manage and operate Terraform environments. Supports reading Terraform configurations, analyzing p

Give your AI agents persistent memory — MCP server for semantic storage, knowledge graphs, and cross-session context

Telegram MCP for managing dialogs, messages, drafts, read statuses, and more.

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！

An advanced sequential thinking process using a Multi-Agent System (MAS) built with the Agno framework and served via MCP.

The open-source execution engine for AI agents. 412 modules, MCP-native, triggers, queue, versioning, metering.

Model Context Protocol server for secure command-line interactions on Windows systems

A SEC EDGAR MCP (Model Context Protocol) Server

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.

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

Query and Summarize your chat messages.

IAM Policy Autopilot is an open source static code analysis tool that helps you quickly create baseline AWS IAM policies that you can refine as your application evolves. This tool is available as a co

MCP implementation of Claude Code capabilities and more

Model Context Protocol (MCP) server that supports secure interaction with MySQL databases and has anomaly analysis capabilities.更加牛逼！更加好用！不仅止于mysql的增删改查功能； 还包含了数据库异常分析能力；且便于开发者们进行个性化的工具扩展

A list of open-source AI projects you can use to generate income easily.

Tableau's official MCP Server. Helping Agents see and understand data.

CAD MCP Server

MCP Server for Adobe After Effects. Enables remote control (compositions, text, shapes, solids, properties) via the Model Context Protocol using ExtendScript.

MCP Documentation Server - Bridge the AI Knowledge Gap. ✨ Features: Document management • Gemini integration • AI-powered semantic search • File uploads • Smart chunking • Multilingual support • Zero

A chatbot implementation compatible with MCP (terminal / streamlit supported)

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

🔍 A Model Context Protocol (MCP) server providing unified access to multiple search engines (Tavily, Brave, Kagi), AI tools (Perplexity, FastGPT), and content processing services (Jina AI, Kagi). Comb

Turn AI into a persistent, memory-powered collaborator. Universal MCP Server (supports HTTP, STDIO, and WebSocket) enabling cross-platform AI memory, multi-agent coordination, and context sharing. Bui

lightweight Python-based MCP (Model Context Protocol) server for local ComfyUI

A powerful Model Context Protocol (MCP) server providing comprehensive Google Maps API integration with LLM processing capabilities.

Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores per file, helping AI assistants understand the codebase. Automatically pa

An MCP server that executes Python code in isolated rootless containers with optional MCP server proxying. Implementation of Anthropic's and Cloudflare's ideas for reducing MCP tool definitions contex

MCP Server for Tree-sitter

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

A MCP server for our beloved terminal multiplexer tmux.

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, manag

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

MCP server and MCP Toolkit for Flutter and Dart VM - supports dynamic tooling

🦀 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.

An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number vali

An experimental MCP Server for foundry built for Solidity devs

A collection of servers which are deliberately vulnerable to learn Pentesting MCP Servers.

MCP server for Anki via AnkiConnect

Composer's MCP server lets MCP-enabled LLMs like Claude backtest trading ideas and automatically invest in them for you

A MCP server for the Discord integration. Enable your AI assistants to seamlessly interact with Discord. Enhance your Discord experience with powerful automation capabilities.

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 outlinin

** THIS REPO HAS MOVED TO https://github.com/langchain-ai/langchainjs/tree/main/libs/langchain-mcp-adapters ** Adapters for integrating Model Context Protocol (MCP) tools with LangChain.js application

Serverless AI agent using LangChain.js and Model Context Protocol (MCP) integration to order burgers from a burger restaurant

Hands-on crash course for the Model Context Protocol (MCP) with project-based branches on Streamable-HTTP, LangChain adapters, and Docker.

A PostgreSQL-backed archive generator that creates browsable HTML archives from link aggregator platforms including Reddit, Voat, and Ruqqus.

Local-first memory platform for AI coding agents. Git memory, reasoning memory, and cross-agent recall via MCP.

Free, open-source SQL Server performance monitoring. All the important stuff. Built-in MCP server for AI integration.

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.

Simplified Gemini for Claude Code.

Connect your AI to your APIs on Postman

Plane's Official Model Context Protocol Server 🔌 ⌨️ 🔥

Exploring the Model Context Protocol (MCP) through practical guides, clients, and servers I've built while learning about this new protocol.

A Desktop Chat App that leverages MCP(Model Context Protocol) to interface with other LLMs.

MCP server for Coolify — 38 optimized tools for managing self-hosted PaaS through AI assistants

Save thousands of lines of code by building universal, domain-agnostic Multi-Agent Systems (MAS) through high-level semantic orchestration. This repository provides a production-ready blueprint for th

Metorial MCP Index - An ever growing list of open source MCP servers 📁 🎉

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 ale

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

eShopLite is a set of reference .NET applications implementing an eCommerce site with features like Semantic Search, MCP, Reasoning models and more.