github-twin

Item: github-twin
Rating: 69
Author: M8ven

A personal RAG MCP server that indexes your GitHub commits and review comments, surfacing them as retrieval hits to help Claude Code write or review code in your style.

→ ChristopherDavenport/github-twin · 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.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

🔐

You'll be asked for 4 credentials: GITHUB_TOKEN, ANTHROPIC_API_KEY, GEMINI_API_KEY, GOOGLE_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_TOKEN— 3. env var: a classic PAT works too; useful for CI /

configGT_PATHS__DATA_DIR— in your environment (or in ~/.claude.json's

configXDG_DATA_HOME— data_dir> is $/github-twin (or ~/.local/share/github-twin)

🔐 secretANTHROPIC_API_KEY— Anthropic (Claude) Distill / summarize / eval LLM. Best quality.

configGT_GEMINI_PROJECT— via GEMINI_API_KEY / GOOGLE_API_KEY, or via

configGT_GEMINI_LOCATION

🔐 secretGEMINI_API_KEY— Google (Gemini, API key) or GOOGLE_API_KEY Distill / summarize / eval LLM. Free tier is generous.

🔐 secretGOOGLE_API_KEY— Google (Gemini, API key) GEMINI_API_KEY or Distill / summarize / eval LLM. Free tier is generous.

configOTEL_EXPORTER_OTLP_ENDPOINT— export =http://localhost:4318

configOTEL_EXPORTER_OTLP_TRACES_ENDPOINT

configOTEL_SERVICE_NAME— export =github-twin # optional

// 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 6 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/christopherdavenport-github-twin-1yteqd)](https://m8ven.ai/mcp/christopherdavenport-github-twin-1yteqd)

commit: a078be83beae606725e48fe10227c6b7a5020662

code hash: 9f61d35d1a4dff20ffc12a6194e6f86f0c43ea71c8cb0869c052e877bfc345b8

verified: 7/29/2026, 9:34:54 AM

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