Graphiti MCP Server

Enables AI assistants to build and query temporally-aware knowledge graphs from conversations and data, maintaining persistent memory of entities, relationships, and facts across interactions.

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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.

🔐

You'll be asked for 3 credentials: OPENAI_API_KEY, EMBEDDER_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.

configMODEL_NAME— OpenAI model name to use for LLM operations.

configSMALL_MODEL_NAME— OpenAI model name to use for smaller LLM operations.

configAZURE_OPENAI_ENDPOINT— Optional Azure OpenAI endpoint URL

configAZURE_OPENAI_API_VERSION— Optional Azure OpenAI API version

configAZURE_OPENAI_DEPLOYMENT_NAME— Optional Azure OpenAI deployment name

configAZURE_OPENAI_USE_MANAGED_IDENTITY— Optional use Azure Managed Identities for authentication

🔐 secretOPENAI_API_KEY— OpenAI API key (required for LLM operations)

configLLM_TEMPERATURE— Temperature for LLM responses (0.0-2.0).

configEMBEDDER_MODEL_NAME

configAZURE_OPENAI_EMBEDDING_API_VERSION— Optional Azure OpenAI API version

🔐 secretEMBEDDER_API_KEY

configEMBEDDER_BASE_URL

configNEO4J_URI— URI for the Neo4j database (default: bolt://localhost:7687)

configNEO4J_USER— Neo4j username (default: neo4j)

🔐 secretNEO4J_PASSWORD— Neo4j password (default: demodemo)

configMCP_SERVER_HOST

// 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/chen9z-graphiti-mcp-server-os0jdz)](https://m8ven.ai/mcp/chen9z-graphiti-mcp-server-os0jdz)

commit: 5738952d8026d65dfa39f6ce5e7763c6022f0cc4

code hash: acb6a540954ff235ca905a9dfed1c6460f4c3671446c8dcccceac24f2bba72be

verified: 6/18/2026, 11:29:56 AM

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