Data / Repositories / MCP tools
MCP tools repositories on GitHub: 48 ranked by stars
48 public repositories tagged MCP tools are on GitHub, with 167,528 stars between them; 32 had a push in the last 30 days. Most are written in TypeScript (17), Python (17), Go (5). The most starred: mksglu/context-mode (28,910), PrefectHQ/fastmcp (28,071), activepieces/activepieces (25,049).
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Every repository, most starred first
| Repository | What it is | Language | Stars | Forks | License | Last push | Read |
|---|---|---|---|---|---|---|---|
| mksglu/context-mode | Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks. | TypeScript | 28,910 | 2,031 | Oct 14 | Oct 14 | |
| PrefectHQ/fastmcp | The fast, Pythonic way to build MCP servers and clients. | Python | 28,071 | 2,473 | Apache-2.0 | Oct 14 | Oct 14 |
| 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 | TypeScript | 25,049 | 4,337 | Oct 14 | Oct 14 | |
| 0x4m4/hexstrike-ai | 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… | Python | 12,786 | 2,612 | MIT | Aug 3 | Oct 14 |
| mcp-use/mcp-use | The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents. | TypeScript | 10,756 | 1,506 | MIT | Oct 13 | Oct 14 |
| awslabs/mcp | Open source MCP Servers for AWS | Python | 9,779 | 1,806 | Apache-2.0 | Oct 14 | Oct 14 |
| yzfly/Awesome-MCP-ZH | MCP 资源精选， MCP指南，Claude MCP，MCP Servers, MCP Clients | 7,730 | 913 | MIT | Sep 20 | Oct 14 | |
| breaking-brake/cc-wf-studio | CC Workflow Studio | TypeScript | 5,398 | 569 | Oct 7 | Oct 14 | |
| atilaahmettaner/tradingview-mcp | TradingView MCP server — real-time market data, technical analysis, screeners & backtesting for Claude, ChatGPT, Cursor & any MCP client. Stocks, crypto, forex & futures across… | Python | 5,057 | 1,000 | MIT | Oct 14 | Oct 14 |
| zebbern/claude-code-guide | Claude Code Guide - Setup, Commands, workflows, agents, skills & tips-n-tricks from beginner to power user! | Python | 4,661 | 470 | MIT | Oct 10 | Oct 14 |
| GH05TCREW/pentestagent | PentestAgent is an AI agent framework for black-box security testing, supporting bug bounty, red-team, and penetration testing workflows. | Python | 3,180 | 629 | MIT | Oct 12 | Oct 14 |
| feder-cr/invisible_playwright_mcp | Playwright MCP server undetected by anti-bots and captchas: AI agent browses the web on anti-detect stealth Firefox, Python, undetected browser automation, scraping, computer use. | Python | 2,752 | 447 | MIT | Oct 13 | Oct 15 |
| metatool-ai/metamcp | MCP Aggregator, Orchestrator, Middleware, Gateway in one docker | TypeScript | 2,706 | 438 | MIT | Jun 22 | Oct 14 |
| nitrocloudofficial/nitrostack | The full-stack TypeScript framework to build, test, and deploy production-ready MCP servers and AI-native apps. | TypeScript | 2,459 | 1,423 | Apache-2.0 | Oct 14 | Oct 14 |
| stacklok/toolhive | ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers. | Go | 2,283 | 319 | Apache-2.0 | Oct 14 | Oct 14 |
| MCPJam/inspector | Testing and evaluation platform to chat, inspect, and debug MCP servers, MCP apps, and ChatGPT apps. | TypeScript | 2,258 | 295 | Oct 14 | Oct 14 | |
| vybenetwork/solana-mcp-vybe | Public Solana MCP registry metadata for Vybe Solana API | 1,886 | 100 | Sep 21 | Oct 14 | ||
| matlab/matlab-mcp-server | 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… | Go | 1,662 | 136 | Sep 25 | Oct 14 | |
| MiniMax-AI/MiniMax-MCP | Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs. | Python | 1,585 | 287 | MIT | Aug 20 | Oct 14 |
| mxsm/rocketmq-rust | Apache RocketMQ built in Rust — faster, safer, and more memory-efficient. Powering high-performance messaging for the AI era, with AI Agent, MCP, and AI-SRE capabilities. | Rust | 1,524 | 279 | Apache-2.0 | Oct 11 | Oct 11 |
| matlab/simulink-agentic-toolkit | The Simulink Agentic Toolkit gives your AI agent both the tools and the expertise to work effectively with Simulink and Model-Based Design. | HTML | 1,226 | 114 | Oct 7 | Oct 14 | |
| ArcadeAI/arcade-mcp | MCP Server Framework and Tool Development library for building custom capabilities into agents. | Python | 1,051 | 120 | MIT | Oct 14 | Oct 14 |
| jonigl/mcp-client-for-ollama | 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… | Python | 830 | 126 | MIT | Oct 13 | Oct 14 |
| bartolli/codanna | Local code intelligence MCP server and CLI for AI coding agents | Rust | 755 | 70 | Apache-2.0 | Oct 11 | Oct 14 |
| ryaker/outlook-mcp | MCP server for Claude to access Outlook data via Microsoft Graph API | JavaScript | 444 | 163 | Mar 30 | Oct 14 | |
| drfccv/mcp-server-12306 | 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。 | Python | 409 | 59 | MIT | Sep 30 | Oct 14 |
| itsmostafa/system-one-connector | System One MCP connector to evaluate anything fast and cheap. Give your AI agent direct access to models like: Jev, D1, CLM and Laya | Go | 350 | 41 | MIT | Oct 9 | Oct 15 |
| vinkius-labs/mcpfusion | MCP Fusion - The TypeScript framework for secure MCP servers. | TypeScript | 256 | 25 | Apache-2.0 | Sep 20 | Oct 14 |
| mcpHQ/awesome-mcp-servers | A curated catalog of Model Context Protocol (MCP) servers for discovering and integrating AI tools, data sources, and services. Explore MCP servers across databases, developer… | JavaScript | 189 | 154 | MIT | Oct 13 | Oct 14 |
| adeze/raindrop-mcp | Raindrop MCP Server | TypeScript | 188 | 29 | MIT | Oct 13 | Oct 14 |
| rawveg/ollama-mcp | An MCP Server for Ollama | TypeScript | 175 | 35 | AGPL-3.0 | Aug 13 | Oct 14 |
| taskade/mcp | 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. | TypeScript | 168 | 53 | MIT | Oct 9 | Oct 14 |
| jbeno/cursor-notebook-mcp | Model Context Protocol (MCP) server designed to allow AI agents within Cursor to interact with Jupyter Notebook (.ipynb) files | Python | 161 | 17 | Nov 8, 2025 | Oct 14 | |
| imbenrabi/Financial-Modeling-Prep-MCP-Server | A Model Context Protocol (MCP) implementation for Financial Modeling Prep, enabling AI assistants to access and analyze financial data, stock information, company fundamentals… | TypeScript | 150 | 54 | Apache-2.0 | Oct 14 | Oct 14 |
| mcpgod/cli | Fine-grained control over model context protocol (MCP) clients, servers, and tools. Context is God. | TypeScript | 115 | 10 | MIT | Jun 14, 2025 | Oct 14 |
| MiniMax-AI/MiniMax-Coding-Plan-MCP | Specialized MiniMax Model Context Protocol (MCP) server designed for coding-plan users, featuring AI-powered search and vision analysis APIs optimized for code development… | Python | 101 | 31 | MIT | Aug 20 | Oct 14 |
| ComPDFKit/compdf-mcp | A lightweight MCP (Model Context Protocol) server for integrating ComPDF AI with Claude Desktop, enabling AI-powered intelligent document processing and data extraction from PDFs… | Python | 97 | 8 | Apache-2.0 | Aug 6 | Oct 14 |
| jztan/redmine-mcp-server | MCP server connecting AI assistants to Redmine: issues, projects, wikis, time tracking, agile boards, and CRM, with OAuth2 multi-user support | Python | 84 | 39 | MIT | Oct 14 | Oct 14 |
| INo-xious/stockbit-mcp | Model Context Protocol (MCP) server for Stockbit (Indonesian / IDX market) — broker summary / bandarmology, quotes, top movers, orderbook, fundamentals, sentiment, your portfolio… | TypeScript | 54 | 19 | MIT | Oct 13 | Oct 14 |
| Open-Dev-Society/kitbash | Tells your AI agent which parts of your idea already exist on GitHub, which to adapt, and which to just write — every repo verified live. MCP server, Claude Code plugin, and agent… | TypeScript | 52 | 2 | GPL-2.0 | Oct 11 | Oct 14 |
| PixVerseAI/PixVerse-MCP | Official PixVerse Model Context Protocol (MCP) server that enables interaction with powerful AI video generation APIs. | Python | 52 | 14 | MIT | Oct 22, 2025 | Oct 14 |
| ivelin-web/tempo-mcp-server | MCP server for managing Tempo worklogs in Jira | TypeScript | 46 | 36 | MIT | Jul 3 | Oct 14 |
| Teamwork/mcp | Teamwork.com MCP server | Go | 27 | 19 | MIT | Oct 14 | Oct 14 |
| abordage/awesome-mcp | Curated list of Model Context Protocol (MCP) servers, clients, and frameworks. Automatically updated daily. | 26 | 108 | MIT | Oct 14 | Oct 14 | |
| Sidd27/infrawise | MCP server for AWS infrastructure analysis — DynamoDB, Lambda, SQS, SNS, S3, API Gateway, PostgreSQL, MySQL, MongoDB, Kafka & IaC drift. Works with Claude Code, Cursor, and GitHub… | TypeScript | 22 | 5 | MIT | Oct 13 | Oct 14 |
| gunbun33/mcp-servers | Production-ready Model Context Protocol (MCP) servers in Python, Go, and Rust for VS Code integration. Enables AI systems to interact with tools via standardized interfaces. | Go | 7 | 2 | MIT | Oct 12 | Oct 14 |
| roverbird/mcpub | Open MCP endpoint directory: list any remote MCP server. No gatekeepers, no GitHub repo, no human review. If your modelcontextprotocol endpoint responds, it's listed! | Rust | 1 | 2 | Unlicense | Jun 4 | Oct 14 |
| Jethva-Parthiv/my-github-mcp-server | A production-ready Model Context Protocol (MCP) server built in Python using FastMCP, exposing granular GitHub Pull Request and repository operations as AI-executable tools. | Python | 0 | 0 | Sep 7 | Oct 14 |
By language
- TypeScript 17
- Python 17
- Go 5
- Rust 3
Related topics
- MCP server 43
- MCP 41
- Model Context Protocol 22
- AI 12
- Claude 11
- Claude Code 11
- MCP client 11
- AI agents 9
- LLM 7
- MCP clients 6
- Cursor 6
- Agent skills 5
Read from GitHub by SpecStream between October 11, 2026 and October 15, 2026; each row shows the day its repository was read. Stars and pushes change every day, and the GitHub page is the current one. Forks and archived repositories are left out.