AI Project Explorer

Item: AI Project Explorer
Rating: 69
Author: M8ven

Enables AI assistants to discover and interact with GitHub repositories through standardized MCP tools, allowing exploration and retrieval of project information without direct API calls.

→ shravanthivr/ai-project-explorer · 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 3 credentials: GITHUB_TOKEN, MCP_SERVER_AUTH_TOKEN, OPENAI_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.

configHOST— 0.0.0.0 No Bind address for HTTP server

configPORT— 8000 No Bind port for HTTP server

configGITHUB_REQUEST_TIMEOUT_SECONDS— 10 No GitHub request timeout

🔐 secretGITHUB_TOKEN— (unset) No GitHub token (raises rate limit to 5 000/hr)

configMAX_REPOSITORIES— 30 No Maximum repositories returned

configMAX_README_CHARACTERS— 30000 No README truncation limit

🔐 secretMCP_SERVER_AUTH_TOKEN— export =your-token # if auth is enabled

🔐 secretOPENAI_API_KEY

configMCP_SERVER_URL— export =http://localhost:8000

configREMOTE_CLIENT_GITHUB_USER— export =your-github-username

configALLOWED_GITHUB_USERNAME— For local development, leave unset to allow lookups

// 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/shravanthivr-ai-project-explorer-1gx09w)](https://m8ven.ai/mcp/shravanthivr-ai-project-explorer-1gx09w)

commit: 6088ade2d1fd40064f992a7dd53d3bdee664dedf

code hash: ea00639d7494584d43dd03ac6da0453aa87e93147854e601fdc8e2c786cc7016

verified: 7/29/2026, 9:15:16 AM

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