Codebase Intelligence MCP Server

A production-grade MCP server providing advanced code intelligence capabilities such as semantic search, dependency analysis, and natural language Q&A across multiple programming languages.

→ Saptak-cyber/Mcp-Server-CodeBase-Intelligence · 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: QDRANT_API_KEY, NEO4J_PASSWORD

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.

configQDRANT_URL— "": "your-qdrant-url",

🔐 secretQDRANT_API_KEY— "": "your-api-key",

configQDRANT_COLLECTION_NAME

configNEON_DATABASE_URL

configNEO4J_URI

configNEO4J_USERNAME

🔐 secretNEO4J_PASSWORD

// 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 3 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/saptak-cyber-mcp-server-codebase-intelligence-kwqffd)](https://m8ven.ai/mcp/saptak-cyber-mcp-server-codebase-intelligence-kwqffd)

commit: a106d047b54540618906f9aafc07b08ba1924a93

code hash: 6ad06596cb19a0aa592fe180e2d0f0d6ff1f6583350edb95634fea98c72d3095

verified: 6/22/2026, 12:12:19 PM

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