GitHub Stars MCP Server

@ccbikai

Basic information

About GitHub Stars MCP Server

A Cloudflare-powered MCP (Model Context Protocol) Server that allows you to search and query your GitHub starred repositories using natural language.

#mcp#github-stars#cloudflare#autorag#cloudflare-agents

GitHub Stars MCP Server config

No standard config provided

This server doesn't expose a parseable MCP config block in its README. See the repository for install instructions.

Repository

GitHub Stars MCP Server tools

Tool list not available yet

This listing does not currently have a tool list to display. This does not mean the server has no tools; check its documentation for supported capabilities.

We auto-extract tools from the README. The maintainer can list them under a ## Tools heading to populate this section.

Overview

What is GitHub Stars MCP Server?

A Cloudflare-powered MCP Server that lets you search and query your GitHub starred repositories using natural language. It fetches starred repos, extracts their READMEs, uploads the data to Cloudflare R2, and creates embeddings via Cloudflare AutoRAG for semantic search.

How to use GitHub Stars MCP Server?

Set up prerequisites (Node.js v22, pnpm, GitHub token with repo scope, Cloudflare account). Configure GitHub Secrets and Cloudflare environment variables. Deploy to Cloudflare Workers (using pnpm deploy). Then interact via any MCP-compatible client using Streamable HTTP at your worker URL, passing the MCP_API_KEY in the Authorization: Bearer header. Use the tool search_github_stars with a natural language query parameter.

Key features of GitHub Stars MCP Server

Automatically fetches and processes GitHub starred repositories
Scheduled weekly updates via GitHub Actions
Stores repository metadata and README content
Provides semantic search through Cloudflare AutoRAG
Exposes MCP-compatible API for AI agent integration

Use cases of GitHub Stars MCP Server

Search your starred repos using natural language queries
Find repos by topic or content without remembering names
Integrate with AI agents to query your personal GitHub stars
Keep an updated, searchable index of all your starred repositories

Frequently asked questions

What are the prerequisites?

Node.js (v22 recommended), PNPM, a GitHub Personal Access Token with the `repo` scope, and a Cloudflare account.

How often are starred repositories updated?

The GitHub Action runs weekly to fetch and process your starred repositories, then rebuilds the AutoRAG index.

How is the MCP server secured?

It requires API key authentication. You must include the `MCP_API_KEY` in the `Authorization: Bearer` header of each request.

Where is the data stored?

Repository metadata and README content are stored in Cloudflare R2. Embeddings for search are created and managed by Cloudflare AutoRAG.

What transport does the server use?

Streamable HTTP at the deployed Cloudflare Workers URL.

Comments

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