CodePilot

Item: CodePilot
Rating: 71
Author: M8ven

An autonomous AI software engineer and MCP server that uses LangGraph and a hybrid RAG index to autonomously edit, test, and debug codebases.

→ Tanmaygangurde20/CodePilot · listed on glama

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Install from

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.

// required environment variables

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

configOLLAMA_BASE_URL

configLLM_PROVIDER

configLLM_MODEL— qwen2.5-coder:1.5b

// 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 4 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/tanmaygangurde20-codepilot-1y1op0)](https://m8ven.ai/mcp/tanmaygangurde20-codepilot-1y1op0)

commit: 88426d065864bca9a85854e2bd9f232c4a05be88

code hash: 6935ffe63a0da489bb35098bb36998c1b4b4935832713ee4b4927ede84f30d64

verified: 7/18/2026, 8:03:22 AM

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