mem0-mcp

Item: mem0-mcp
Rating: 69
Author: M8ven

Self-hosted Mem0 MCP server integrating Qdrant, Neo4j, and Ollama for semantic memory search, graph entity relationships, and memory management via OpenMemory API.

→ tensakulabs/mem0-mcp · 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: MEM0_EMBED_API_KEY, MEM0_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.

configMEM0_TRANSPORT

configMEM0_API_BASE— "": "http://127.0.0.1:8765",

configMEM0_QDRANT_URL— "": "http://127.0.0.1:6333",

configMEM0_OLLAMA_URL— "": "http://127.0.0.1:11435",

configMEM0_EMBED_MODEL— nomic-embed-text:latest Embedding model name

configMEM0_EMBED_PROVIDER

🔐 secretMEM0_EMBED_API_KEY

configMEM0_EMBED_BASE_URL

configMEM0_COLLECTION— openmemory Qdrant collection name

configMEM0_USER_ID— "": "your-user-id"

configMEM0_NEO4J_URL— "": "bolt://127.0.0.1:7687",

configMEM0_NEO4J_USER— neo4j Neo4j username

🔐 secretMEM0_NEO4J_PASSWORD— "": "your-password",

// 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/tensakulabs-mem0-mcp-dutnci)](https://m8ven.ai/mcp/tensakulabs-mem0-mcp-dutnci)

commit: e31024e7036d5c0d082bce337f556c1b90b6711b

code hash: 54516f950ab726e6423dbbe95db2e33a39a8ed7b85fc100d9bb36623dd616bef

verified: 6/24/2026, 10:08:52 AM

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