MCP Mem0 Memory Server

MCPOpen SourceGPL-3.028.0

by biojazzard • NLP & LLM

A local MCP-compatible long-term memory server that stores, searches, retrieves and deletes persistent agent memories using embeddings and local LLMs.

Example Use Cases

1
Persist chat or user information across sessions so subsequent interactions can use prior context.
2
Semantically search past memories to find relevant facts or events using embeddings.
3
A self-hosted memory backend integrating with local LLMs (Ollama) and standard MCP clients.

Description

This project provides a Dockerized MCP server to manage long-term memory for AI agents, based on mem0.ai. It exposes four memory tools (memory_save, memory_get_all, memory_search, memory_delete) and supports OpenAI, OpenRouter, and local Ollama models and embeddings. Designed to run locally with Ollama and PostgreSQL, it enables semantic search over stored memories and integration with any MCP client.

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Security

Scanned 2 month(s) ago

Risk Level

MINIMAL

Read-only data retrieval, no side effects

Trust Score

D44/100

4/17 checks passed

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Quick Stats

Service TypeMCP

Pricing ModelFree

Capabilities0 Tools / 0 Prompts / 0 Resources

Ownerbiojazzard

CategoryNLP & LLM

DependenciesStandalone