Graphiti-Memory MCP Server

Enables storing and querying memories in a Neo4j knowledge graph with automatic entity extraction. Supports adding episodes, searching entities and relationships, and managing graph data through natural language.

→ alankyshum/graphiti-memory · 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: NEO4J_PASSWORD, OPENAI_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.

configNEO4J_URI— "": "neo4j://127.0.0.1:7687",

configNEO4J_USER— "": "neo4j",

🔐 secretNEO4J_PASSWORD— "": "your-password-here",

🔐 secretOPENAI_API_KEY— "": "your-openai-key-here",

configOPENAI_MODEL

configOPENAI_EMBEDDING_MODEL

configGRAPHITI_GROUP_ID— "": "default"

// 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 1 concrete improvement 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/alankyshum-graphiti-memory-1m8044)](https://m8ven.ai/mcp/alankyshum-graphiti-memory-1m8044)

commit: 062532a0ac2cd951cfe96c65f7490c55cd5a044f

code hash: e04f09e89ebea27b5fab0b2b91e544bcea66e5d157afcb610933778647face70

verified: 6/18/2026, 10:42:30 AM

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