GitHub Stars MCP Server

Item: GitHub Stars MCP Server
Rating: 74
Author: M8ven

Enables managing GitHub starred repositories with semantic search and RAG-based Q&A, along with optional Gitea backup.

→ harunme/github-star-mcp · listed on glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

🔐

You'll be asked for 2 credentials: GITHUB_STAR_GITHUB_TOKEN, GITHUB_STAR_ANTHROPIC_API_KEY

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

🔐 secretGITHUB_STAR_GITHUB_TOKEN— "": "your_token",

configGITHUB_STAR_GITHUB_USERNAME— "": "your_user",

🔐 secretGITHUB_STAR_ANTHROPIC_API_KEY

configGITHUB_STAR_ANTHROPIC_MODEL

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 5 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/harunme-github-star-mcp-2q5fnn)](https://m8ven.ai/mcp/harunme-github-star-mcp-2q5fnn)

commit: 71e5555efdbc3b935a070ec0fb18fe5976409a79

code hash: 6bdd88e817839bcbd2b2f3ea348243e4b1990690e5b4328ca09e139a8cbb4872

verified: 6/24/2026, 10:04:45 AM

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