Debug Companion MCP

Enables AI coding agents to debug Python projects by running pytest, extracting failure locations, displaying code context around failures, and optionally requesting fix suggestions from Gemini.

→ shanirap/MCP-SERVER · listed on glama

Is this your MCP?

Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find.

Install from

Glama

M8ven verifies MCPs across every public registry — install directly from whichever one you prefer.

// 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 1 credential: GEMINI_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.

🔐 secretGEMINI_API_KEY— enable Gemini analysis (optional)

configGEMINI_MODEL

configMCP_ALLOWED_ROOTS— pytest runs with a timeout + output cap, and file access is restricted to the server root unless explicitly allowlisted via .

// 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/shanirap-mcp-server-na3k0f)](https://m8ven.ai/mcp/shanirap-mcp-server-na3k0f)

commit: c2260408a6334ead5fe11e1fd77c876d50461853

code hash: 7990ee082facb40eff830b1fc4d0fcda9864e08f905dbdd951627db2ce6539a0

verified: 6/18/2026, 11:12:12 AM

view raw JSON →