Graphiti FastMCP Server

A temporally-aware knowledge graph MCP server for AI agents, enabling episodic ingestion, entity management, and semantic search with support for multiple LLM and embedding providers.

→ donbr/graphiti-fastmcp · 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 4 credentials: FALKORDB_PASSWORD, QDRANT_API_KEY, OPENAI_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.

configFALKORDB_URI— export ="redis://localhost:6379"

configFALKORDB_USER

🔐 secretFALKORDB_PASSWORD— export ="" # If password protected

configQDRANT_API_URL

🔐 secretQDRANT_API_KEY

🔐 secretOPENAI_API_KEY— OpenAI API key (required for OpenAI LLM/embedder)

configCONFIG_PATH

configSEMAPHORE_LIMIT— Episode processing concurrency. See [Concurrency and LLM Provider 429 Rate Limit Errors](#concurrency-and-llm-provider-429-rate-limit-errors)

configBROWSER

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

configNEO4J_USER— Neo4j username (default: neo4j)

🔐 secretNEO4J_PASSWORD— Neo4j password (default: demodemo)

// 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/donbr-graphiti-fastmcp-sd6yt6)](https://m8ven.ai/mcp/donbr-graphiti-fastmcp-sd6yt6)

commit: 625c029563c3a8a219b470ee0ce124ab0dce9230

code hash: d5f128e644bf82f4d50a42cb2c711ad9e298416e0b950f74f417481d18422030

verified: 6/21/2026, 10:36:08 AM

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