coleam00/mcp-mem0

4.1

mcp-mem0 is hosted online, so all tools can be tested directly either in theInspector tabor in theOnline Client.

If you are the rightful owner of mcp-mem0 and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to henry@mcphub.com.

A template implementation of the Model Context Protocol (MCP) server integrated with Mem0 for providing AI agents with persistent memory capabilities.

Try mcp-mem0 with chat:

Tools

Functions exposed to the LLM to take actions

save_memory

Save information to your long-term memory.

This tool is designed to store any type of information that might be useful in the future.
The content will be processed and indexed for later retrieval through semantic search.

Args:
    ctx: The MCP server provided context which includes the Mem0 client
    text: The content to store in memory, including any relevant details and context

get_all_memories

Get all stored memories for the user.

Call this tool when you need complete context of all previously memories.

Args:
    ctx: The MCP server provided context which includes the Mem0 client

Returns a JSON formatted list of all stored memories, including when they were created
and their content. Results are paginated with a default of 50 items per page.

search_memories

Search memories using semantic search.

This tool should be called to find relevant information from your memory. Results are ranked by relevance.
Always search your memories before making decisions to ensure you leverage your existing knowledge.

Args:
    ctx: The MCP server provided context which includes the Mem0 client
    query: Search query string describing what you're looking for. Can be natural language.
    limit: Maximum number of results to return (default: 3)

Prompts

Interactive templates invoked by user choice

No prompts

Resources

Contextual data attached and managed by the client

No resources

Author

coleam00

Claim Ownership

Verify you have write access to the repository

Repository

https://github.com/coleam00/mcp-mem0

GitHub Stars

574

License

MIT License

Last publish date

2025-04-13

Last update date

2025-10-03

Server configs

in windsurf

{
  "mcpServers": {
    "mem0": {
      "transport": "sse",
      "serverUrl": "http://localhost:8050/sse"
    }
  }
}

in claude desktop

{
  "mcpServers": {
    "mem0": {
      "command": "your/path/to/mcp-mem0/.venv/Scripts/python.exe",
      "args": ["your/path/to/mcp-mem0/src/main.py"],
      "env": {
        "TRANSPORT": "stdio",
        "LLM_PROVIDER": "openai",
        "LLM_BASE_URL": "https://api.openai.com/v1",
        "LLM_API_KEY": "YOUR-API-KEY",
        "LLM_CHOICE": "gpt-4o-mini",
        "EMBEDDING_MODEL_CHOICE": "text-embedding-3-small",
        "DATABASE_URL": "YOUR-DATABASE-URL"
      }
    }
  }
}

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