Stargraph

Item: Stargraph
Rating: 45
Author: M8ven

Enables evidence-first analytics over GitHub starred repositories, including search, similarity comparison, explanation, and clustering via MCP tools.

→ arkaigrowth/stargraph · 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 2 credentials: GH_TOKEN, GITHUB_TOKEN

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.

🔐 secretGH_TOKEN— The GitHub token is read only from the GITHUB_TOKEN or environment

🔐 secretGITHUB_TOKEN— "$GITHUB_TOKEN" node dist/src/cli.js sync --limit 50 --deep-limit 50 --json

configSTARGRAPH_DATA_DIR

configSTARGRAPH_DB

// 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 1 concrete improvement 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/arkaigrowth-stargraph-1lawks)](https://m8ven.ai/mcp/arkaigrowth-stargraph-1lawks)

commit: 8e92b12b9974f042ed057a3505a8168a5a512cb5

code hash: d037e42f63482d3587ddc9e9cfd767c85fe6bb6ccad55861aebf51fcc52fb3b8

verified: 7/21/2026, 8:52:58 AM

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