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MCP-Mem0: Long-Term Memory for AI Agents

Created By
coleam008 months ago
MCP server for long term agent memory with Mem0. Also useful as a template to get you started building your own MCP server with Python!
Overview

What is MCP-Mem0?

MCP-Mem0 is a template implementation of the Model Context Protocol (MCP) server integrated with Mem0, designed to provide AI agents with persistent memory capabilities.

How to use MCP-Mem0?

To use MCP-Mem0, clone the repository, install the necessary dependencies, configure your environment variables, and run the server using either uv or Docker.

Key features of MCP-Mem0?

  • save_memory: Store information in long-term memory with semantic indexing.
  • get_all_memories: Retrieve all stored memories for comprehensive context.
  • search_memories: Find relevant memories using semantic search.

Use cases of MCP-Mem0?

  1. Enabling AI agents to remember user interactions over time.
  2. Assisting in complex decision-making by recalling past experiences.
  3. Providing context-aware responses in conversational AI applications.

FAQ from MCP-Mem0?

  • Can MCP-Mem0 be used with any AI model?

Yes! MCP-Mem0 can integrate with various LLM providers like OpenAI, OpenRouter, or Ollama.

  • Is MCP-Mem0 free to use?

Yes! MCP-Mem0 is open-source and free to use under the MIT license.

  • What are the prerequisites for running MCP-Mem0?

You need Python 3.12+, a PostgreSQL database, and API keys for your chosen LLM provider.

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