Topics / #mcp-servers

MCP servers projects on GitHub

Server implementations exposing tools over the Model Context Protocol.

As of , the most-starred MCP servers projects on GitHub are awesome-mcp-servers (96.5K stars), fastmcp (28.1K stars) and gateway (13.2K stars). GitHub.Locker tracks 11 MCP servers repositories with 175.7K stars combined. The fastest-growing on October 16 was awesome-mcp-servers, with +77 stars in a day.

11Projects
175.7KStars in total
+179Stars in a day
Browse in the catalog →github.com/topics/mcp-servers ↗

Hot right now

Most stars gained in a day · Oct 16

+77

awesome-mcp-servers

punkpeye/awesome-mcp-servers · ★ 96.5K

A curated, community-maintained list of MCP (Model Context Protocol) servers — tools that let AI agents and LLM apps connect to external data sources, APIs, and services.

+59

awesome-remote-mcp-servers

punkpeye/awesome-remote-mcp-servers · ★ 1.4K

A curated, categorized directory of remote MCP (Model Context Protocol) servers that you connect to over the network instead of running locally, covering everything from CRM and databases to browser automation and payments.

+14

claude-code-ultimate-guide

FlorianBruniaux/claude-code-ultimate-guide · ★ 6.2K

A deep, 430K+ line guide to Claude Code covering agentic workflows, hooks, skills, MCP servers, security, and production practices, paired with runnable templates and quizzes to learn from.

+10

fastmcp

PrefectHQ/fastmcp · ★ 28.1K

FastMCP is an open-source Python framework for building MCP (Model Context Protocol) applications — the layer that connects LLMs to tools and data. It covers servers, clients, and interactive apps.

The all-time top

11 projects · by stars

  1. #1 · punkpeye/awesome-mcp-servers

    awesome-mcp-servers

    A curated, community-maintained list of MCP (Model Context Protocol) servers — tools that let AI agents and LLM apps connect to external data sources, APIs, and services.

    96.5K
  2. #2 · PrefectHQ/fastmcp

    fastmcp

    FastMCP is an open-source Python framework for building MCP (Model Context Protocol) applications — the layer that connects LLMs to tools and data. It covers servers, clients, and interactive apps.

    28.1K
  3. #3 · Portkey-AI/gateway

    gateway

    An open-source AI gateway that routes your requests to 1,600+ language, vision, audio and image models across 45+ providers through one fast, friendly API, with guardrails, caching, retries and fallbacks built in.

    13.2K
  1. 4

    fastapi_mcp

    12Ktadata-org/fastapi_mcp · Python

    FastAPI-MCP turns your existing FastAPI endpoints into Model Context Protocol (MCP) tools, so AI agents like Claude or Cursor can call your API directly, with authentication built in.

  2. 5

    mcp-use

    10.8Kmcp-use/mcp-use · TypeScript

    mcp-use is a fullstack TypeScript framework for MCP (Model Context Protocol): it lets you build, test, and ship MCP servers, interactive MCP Apps for ChatGPT and Claude, and headless servers for AI agents.

  3. 6

    claude-code-ultimate-guide

    6.2KFlorianBruniaux/claude-code-ultimate-guide · Python

    A deep, 430K+ line guide to Claude Code covering agentic workflows, hooks, skills, MCP servers, security, and production practices, paired with runnable templates and quizzes to learn from.

  4. 7

    mcp

    4.6Kgoogle/mcp

    This repo is Google's curated collection of its official Model Context Protocol (MCP) servers, plus guidance for deploying MCP servers on Google Cloud and a couple of example agent projects.

  5. 8

    x64dbg-mcp-server

    2.5Kduty1g/x64dbg-mcp-server · Zig

    x64dbg-MCP Server is a native plugin for the x64dbg debugger that exposes its full functionality over HTTP via the Model Context Protocol (MCP), letting any MCP-compatible AI assistant programmatically set breakpoints, step through code, read memory, dump registers, and more.

  6. 9

    awesome-remote-mcp-servers

    1.4Kpunkpeye/awesome-remote-mcp-servers

    A curated, categorized directory of remote MCP (Model Context Protocol) servers that you connect to over the network instead of running locally, covering everything from CRM and databases to browser automation and payments.

  7. 10

    awesome-mcp-servers

    191mcpHQ/awesome-mcp-servers · JavaScript

    A hand-curated, link-checked catalog of Model Context Protocol (MCP) servers — tools that let AI applications connect to databases, developer tools, browsers, cloud services and more.

  8. 11

    docker

    165decionis/docker · Go

    Decionis for Docker is an execution-authority layer for AI agents: before an agent performs a sensitive action like deploying infrastructure or calling a privileged MCP tool, it checks a deterministic policy and returns PROCEED, HOLD, or BLOCK.

Often tagged together