code-grapher

Enables Claude to intelligently analyze and query codebases using knowledge graphs, supporting natural language code search, relationship discovery, and incremental updates.

→ mufasadb/code-grapher · 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 2 credentials: GEMINI_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.

configPIPELINE_MAX_RETRIES

configPIPELINE_TIMEOUT

configENABLE_AI_DESCRIPTIONS

configENABLE_RELATIONSHIP_EXTRACTION

configENABLE_EMBEDDINGS

configPIPELINE_BATCH_SIZE

configPIPELINE_PARALLEL

configEMBEDDING_MODEL

configCHROMA_PATH

configRAG_MAX_RESULTS

configRAG_CONTEXT_DEPTH

configRAG_HYBRID_SEARCH

configRAG_SEMANTIC_THRESHOLD

configSERVICE_TIMEOUT

configMAX_CONCURRENT_OPS

configENABLE_PERFORMANCE_MONITORING

configLOG_LEVEL

configLOG_TO_FILE

configLOG_DIRECTORY

configPRIMER_FILE_PATH— /path/to/custom/primer.md

configAI_PROVIDER— Set =gemini in .env

configOLLAMA_URL— =http://localhost:11434

🔐 secretGEMINI_API_KEY— Add to your .env file: =your_api_key_here

configNEO4J_URL— =bolt://localhost:7687

configNEO4J_USERNAME— "": "neo4j",

🔐 secretNEO4J_PASSWORD— =your_password

configNEO4J_MAX_CONNECTION_LIFETIME

configNEO4J_MAX_POOL_SIZE

configNEO4J_CONNECTION_TIMEOUT

// 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/mufasadb-code-grapher-7mel9x)](https://m8ven.ai/mcp/mufasadb-code-grapher-7mel9x)

commit: 95d840ffcf2b764c9c05888df0849c7cc65044e7

code hash: 53401b904c2045268d57942232b3fd566356946abc753ca6282b028dd5fe8dc7

verified: 6/24/2026, 10:07:39 AM

view raw JSON →