GraphSense MCP Server

Enables natural language queries about JavaScript/TypeScript codebases using graph and vector search. Allows finding functions by semantic description, callers, callees, and function details.

→ faraazahmad/graphsense · listed on glama

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// key findings

⚠️

Known vulnerabilities in dependencies: 6 high

Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.

✅

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 4 credentials: ANTHROPIC_API_KEY, NEO4J_PASSWORD, PINECONE_API_KEY, POSTGRES_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.

🔐 secretANTHROPIC_API_KEY— Claude API key

configCORS_ORIGIN

configHEALTH_CHECK_TIMEOUT

configLOG_LEVEL

configNEO4J_AUTH

🔐 secretNEO4J_PASSWORD

configNEO4J_URI

configNEO4J_USERNAME

🔐 secretPINECONE_API_KEY— Pinecone API key

🔐 secretPOSTGRES_PASSWORD

configPOSTGRES_URL

configRATE_LIMIT_MAX

configRATE_LIMIT_WINDOW

// 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/faraazahmad-graphsense-6r27db)](https://m8ven.ai/mcp/faraazahmad-graphsense-6r27db)

commit: cc75ab1f6c47ba7c0d6fb7b3d577e29222c29866

code hash: 48dd1db1c288dadc5fc7af39aa23a365740cf898a62c2c8b92a18a7dd0373288

verified: 6/15/2026, 12:44:26 PM

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