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The best MCP servers to use in 2026

Last updated
Sep 11, 2026
Projects considered
108
Commits reviewed
0 of 108

Model Context Protocol servers expose tools, data and APIs to AI assistants through a single standard interface. This collection covers servers, clients and the libraries used to build them.

Mostly written in C, Go, TypeScript, Python and JavaScript.

How this list is ranked. By total GitHub stars at the last daily refresh — a popularity signal, not a measure of quality, fit or safety. Star counts in the AI category are known to be inflated by fake-star campaigns, so each row leads with push activity and license instead. No commit in this collection has completed security review yet, so treat every entry as unreviewed discovery metadata.
  1. 1DeusData organisation mark

    codebase-memory-mcp

    DeusData/codebase-memory-mcp

    High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

    Pushed yesterday.MIT LicenseCPlugins48.0k+436
  2. 2github organisation mark

    github-mcp-server

    github/github-mcp-server

    GitHub's official MCP Server

    Pushed yesterday.MIT LicenseGoPlugins34.2k+188
  3. 3apify organisation mark

    apify-mcp-server

    apify/apify-mcp-server

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

    Pushed yesterday.MIT LicenseTypeScriptPlugins14.5k+1.1k
  4. 4tadata-org organisation mark

    fastapi_mcp

    tadata-org/fastapi_mcpSlowing

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

    Last push 11 months ago.MIT LicensePythonPlugins12.0k
  5. 5mcp-use organisation mark

    mcp-use

    mcp-use/mcp-use

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

    Pushed yesterday.MIT LicenseTypeScriptPlugins10.8k+27
  6. 6awslabs organisation mark

    mcp

    awslabs/mcp

    Open source MCP Servers for AWS

    Pushed yesterday.Apache License 2.0PythonPlugins9.9k+29
  7. 7firecrawl organisation mark

    firecrawl-mcp-server

    firecrawl/firecrawl-mcp-server

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

    Pushed yesterday.MIT LicenseJavaScriptPlugins7.8k+58
  8. 8bethington organisation mark

    ghidra-mcp

    bethington/ghidra-mcp

    Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading, convention enforcement, batch operations, Ghidra Server integration, and Docker deployment.

    Pushed 2 days ago.Apache License 2.0JavaPlugins6.1k+152
  9. 9atilaahmettaner organisation mark

    tradingview-mcp

    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 global exchanges. Hosted or self-host.

    Pushed 5 days ago.MIT LicensePythonPlugins5.2k+45
  10. 10haris-musa organisation mark

    excel-mcp-server

    haris-musa/excel-mcp-server

    A Model Context Protocol server for Excel file manipulation

    Pushed yesterday.MIT LicensePythonPlugins4.3k+5
  11. 11stickerdaniel organisation mark

    linkedin-mcp-server

    stickerdaniel/linkedin-mcp-server

    Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs, and messages.

    Pushed 2 days ago.Apache License 2.0PythonPlugins4.1k+80
  12. 12taylorwilsdon organisation mark

    google_workspace_mcp

    taylorwilsdon/google_workspace_mcp

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

    Pushed 4 days ago.MIT LicensePythonPlugins3.5k+48
  13. 13blazickjp organisation mark

    arxiv-mcp-server

    blazickjp/arxiv-mcp-server

    A local MCP server for agent literature work. Original-LaTeX section reads, BibTeX from arXiv metadata, and topic watches. Papers stay on disk. Search is optional.

    Pushed 27 days ago.Apache License 2.0PythonPlugins3.3k+17
  14. 14zinja-coder organisation mark

    jadx-ai-mcp

    zinja-coder/jadx-ai-mcp

    Plugin for JADX to integrate MCP server

    Pushed 16 days ago.Apache License 2.0JavaPlugins3.0k+31
  15. 15ChromeDevTools organisation mark

    chrome-devtools-mcp

    ChromeDevTools/chrome-devtools-mcp

    Chrome DevTools for coding agents

    Pushed yesterday.Apache License 2.0TypeScriptPlugins54.7k+473
  16. 16czlonkowski organisation mark

    n8n-mcp

    czlonkowski/n8n-mcp

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

    Pushed yesterday.MIT LicenseTypeScriptPlugins23.2k+52
  17. 17xpzouying organisation mark

    xiaohongshu-mcp

    xpzouying/xiaohongshu-mcp

    MCP for xiaohongshu.com

    Pushed 2 days ago.Apache License 2.0GoPlugins16.9k+250
  18. 18mrexodia organisation mark

    ida-pro-mcp

    mrexodia/ida-pro-mcp

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

    Pushed 1 months ago.MIT LicensePythonPlugins13.3k+151
  19. 19AgentDeskAI organisation mark

    browser-tools-mcp

    AgentDeskAI/browser-tools-mcp

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

    Pushed 6 days ago.MIT LicenseTypeScriptPlugins7.3k+1
  20. 20BrowserMCP organisation mark

    mcp

    BrowserMCP/mcp

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

    Pushed yesterday.Apache License 2.0TypeScriptPlugins7.3k+57
  21. 21exa-labs organisation mark

    exa-mcp-server

    exa-labs/exa-mcp-server

    Exa MCP for web search and web crawling!

    Pushed yesterday.MIT LicenseTypeScriptPlugins5.2k+29
  22. 22IvanMurzak organisation mark

    Unity-MCP

    IvanMurzak/Unity-MCP

    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.

    Pushed yesterday.Apache License 2.0C#Plugins4.6k+41
  23. 23antvis organisation mark

    mcp-server-chart

    antvis/mcp-server-chart

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

    Pushed 2 months ago.MIT LicenseTypeScriptPlugins4.4k+6
  24. 24PrefectHQ organisation mark

    fastmcp

    PrefectHQ/fastmcp

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

    Pushed yesterday.Apache License 2.0PythonPlugins28.3k+77
  25. 25activepieces organisation mark

    activepieces

    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

    Pushed yesterday.OtherTypeScriptPlugins25.4k+116
  26. 26modelcontextprotocol organisation mark

    python-sdk

    modelcontextprotocol/python-sdk

    The official Python SDK for Model Context Protocol servers and clients

    Pushed yesterday.MIT LicensePythonPlugins24.7k+63
  27. 27Evil0ctal organisation mark

    Douyin_TikTok_Download_API

    Evil0ctal/Douyin_TikTok_Download_API

    🚀 Self-hosted TikTok & Douyin scraper and no-watermark video downloader — async REST API, MCP server, CLI and web console for posts, profiles, comments and playlists. Self-healing identity pool, PostgreSQL archive, one docker compose up. 抖音、TikTok 数据采集与无水印视频下载 API,自托管,支持 MCP 调用与 Docker 一键部署。

    Pushed 2 days ago.Apache License 2.0PythonPlugins21.1k+186
  28. 28budtmo organisation mark

    docker-android

    budtmo/docker-android

    Android in docker solution with noVNC supported, video recording and mcp server

    Pushed 2 days ago.OtherPythonPlugins16.1k+36
  29. 29modelcontextprotocol organisation mark

    typescript-sdk

    modelcontextprotocol/typescript-sdk

    The official TypeScript SDK for Model Context Protocol servers and clients

    Pushed 4 days ago.OtherTypeScriptPlugins13.7k+38
  30. 300x4m4 organisation mark

    hexstrike-ai

    0x4m4/hexstrike-aiSlowing

    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.

    Last push 3 months ago.MIT LicensePythonPlugins13.3k+202
  31. 31getsentry organisation mark

    XcodeBuildMCP

    getsentry/XcodeBuildMCP

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

    Pushed 3 days ago.MIT LicenseTypeScriptPlugins6.5k+23
  32. 32TabularisDB organisation mark

    tabularis

    TabularisDB/tabularis

    Open-source desktop SQL workspace for PostgreSQL, MySQL/MariaDB, SQLite and 15+ more databases like DuckDB, ClickHouse, Redis and Firestore. Built-in MCP server for Claude, Cursor and Devin, SQL notebooks and visual EXPLAIN.

    Pushed yesterday.Apache License 2.0TypeScriptPlugins5.4k+59
  33. 33modelcontextprotocol organisation mark

    csharp-sdk

    modelcontextprotocol/csharp-sdk

    The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft.

    Pushed yesterday.OtherC#Plugins4.6k+14
  34. 34modelcontextprotocol organisation mark

    rust-sdk

    modelcontextprotocol/rust-sdk

    The official Rust SDK for the Model Context Protocol

    Pushed yesterday.OtherRustPlugins4.1k+29
  35. 35skyhook-io organisation mark

    radar

    skyhook-io/radar

    The missing open-source Kubernetes UI with a built-in MCP server for AI agents. See what's broken, why, and what changed. Issues, Topology, event timeline, Helm, GitOps, live service traffic, and cluster audits - all in one Go binary.

    Pushed yesterday.Apache License 2.0GoPlugins4.0k+102
  36. 36bytebase organisation mark

    dbhub

    bytebase/dbhub

    Token conscious database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLite.

    Pushed yesterday.MIT LicenseTypeScriptPlugins3.8k+49
  37. 37modelcontextprotocol organisation mark

    java-sdk

    modelcontextprotocol/java-sdk

    The official Java SDK for Model Context Protocol servers and clients. Maintained in collaboration with Spring AI

    Pushed yesterday.MIT LicenseJavaPlugins3.8k+16
  38. 38wesammustafa organisation mark

    Claude-Code-Everything-You-Need-to-Know

    wesammustafa/Claude-Code-Everything-You-Need-to-Know

    A practical Claude Code guide with clear mental models and copy-paste examples — setup, prompt engineering, slash commands, skills, hooks, subagents, agent teams, and MCP servers. Beginner path to power-user depth. Featured in Awesome Claude Code.

    Pushed yesterday.MIT LicensePythonPlugins3.5k+29
  39. 39Vexa-ai organisation mark

    vexa

    Vexa-ai/vexa

    Open-source meeting transcription API for Google Meet, Microsoft Teams & Zoom. Auto-join bots, real-time WebSocket transcripts, MCP server for AI agents. Self-host or use hosted SaaS.

    Pushed yesterday.Apache License 2.0PythonPlugins2.9k+28
  40. 40n8n-io organisation mark

    n8n

    n8n-io/n8n

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

    Pushed yesterday.OtherTypeScriptPlugins209.4k+701

Showing the top 40 of 108. Search the full catalog.