GitMCP is an automatic MCP server for every GitHub repo
GitMCP is a free, open-source, zero-setup remote MCP server that enables AI agents, such as Cursor and Windsurf, to access up-to-date documentation and code for any GitHub repository. We've just introduced a new quick-start feature that allows you to give GitMCP a spin by chatting with any GitHub repo documentation instantly in your browser. Replace github.com with gitmcp.io in the URL to use GitMCP just as AI agents do. Add GitMCP as a remote MCP server to your favorite IDE to empower your AI agent while you code, drastically improving its capabilities with live, accurate context! Example:…
GitMCP is an automatic MCP server for every GitHub repo launched on April 3, 2025 with 185 votes, #203 of 7,818 launches that month and more than 95% of that year's launches. The site was still online in September 2026, 1 year on.
In plain words
GitMCP is a dev tool that automatically creates an MCP server for any GitHub repository. It enables developers to interact with their code repositories programmatically through a standardized interface. The tool eliminates manual setup by automatically generating MCP servers, making it useful for developers who want to integrate their GitHub repos with MCP-compatible applications and workflows.
written from the facts on this page · September 2026
From the sources
Instantly create an MCP server for any GitHub project
Simply change the domain from github.com or github.io to gitmcp.io and get instant AI context for any GitHub repository. Configure your AI tool to use the GitMCP URL as a custom MCP server. Your AI now understands your repository's context for more accurate and helpful responses. GitMCP works seamlessly with GitHub Pages . Here's an example: GitMCP works with any public GitHub repository . Here's an example: GitMCP creates a dedicated Model Context Protocol (MCP) server for any GitHub project, enabling AI assistants to understand your code in context. AI assistants gain a deep context of the code repo, reading llms.txt , llms-full.txt , readme.md and more, making their responses more…from gitmcp.io
In the maker’s words, at launch
GitMCP is a free, open-source, zero-setup remote MCP server that enables AI agents, such as Cursor and Windsurf, to access up-to-date documentation and code for any GitHub repository. We've just introduced a new quick-start feature that allows you to give GitMCP a spin by chatting with any GitHub repo documentation…
Does a similar job
all alternatives →
GuMCP – Open-source MCP servers, hosted for free2025 · github.com · ▲79Hello! We open sourced all our current MCP servers to platforms like Slack, Google sheets, Linear, Perplexity and will be contributing a few more integrations every day to the project. problems we're hoping to solve: - Many people are creating MCP servers for the same apps. They're scattered across different repos but flavors of the same thing. We're making one standardized mono project for all MCP servers. - Startups are charging for hosting MCP servers. This is blocking tons of people from being able to play around with MCP casually. We're hosting them for free. - Non-technical people…
Ghidra MCP Server – 110 tools for AI-assisted reverse engineeringFeb 2026 · github.com · ▲298Ghidra 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. - bethington/ghidra-mcp
Secure MCP Framework by Arcade.devNov 2025 · arcade.dev · ▲272Skip migration and launch MCP with built-in Auth
A simple Go web server with logging, tracing, health check2018 · gist.github.com · ▲318GitHub Gist: instantly share code, notes, and snippets.
- WMWe made an MCP Server so Cursor can build things from REST API docs2025 · npmjs.com · ▲102
More ai this month
the category →
Paintings by AI models: programs run through a simulation of oil paint.
AI · 20d ago · stillwet.art
PixVerse R2▲381A real-time world model you can explore and change
AI · 29d ago · world.pixverse.video
Source: Show HN post ↗ · launch text quoted in part
Launched alongside, April 2025
the whole month →
Hi everyone, I built PyXL — a hardware processor that executes a custom assembly generated from Python programs, without using a traditional interpreter or virtual machine. It compiles Python -> CPython Bytecode -> Instruction set designed for direct hardware execution. I’m sharing an early benchmark: a GPIO test where PyXL achieves a 480ns round-trip toggle — compared to 14-25 micro seconds on a MicroPython Pyboard - even though PyXL runs at a lower clock (100MHz vs. 168MHz). The design is stack-based, fully pipelined, and preserves Python's dynamic typing without static type restrictions.…
Dev tools · 2025 · runpyxl.com
The Unsure Calculator is an online tool that lets you calculate with numbers you’re not sure about.
Life & fun · 2025 · filiph.github.io
https://the-pocket.github.io/Tutorial-Codebase-Knowledge/
AI · 2025 · github.com
