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Mem0

MCP (Model Context Protocol) Server. Integrates with Mem0's memory storage to provide persistent memory streams with semantic search capabilities, enabling recall of user preferences and conversation history across interactions.

Tools
5
Validated
Jan 11, 2026

mem0 MCP Server

A TypeScript implementation of the Model Context Protocol (MCP) server for mem0, providing memory stream functionality with Mem0 integration.

Features

  • Create memory streams with Mem0 integration
  • Append content to memory streams
  • Search memories using Mem0's semantic search
  • Read from memory streams
  • Resource-based access to memory streams
  • Delete memory streams

Prerequisites

  1. Node.js and npm installed
  2. Mem0 API key (get one from mem0.ai)

Installation

npm install

Configuration

Set your Mem0 API key as an environment variable:

export MEM0_API_KEY=your-api-key-here

Building

npm run build

Running the Server

npm start

Testing

Run the test client to verify server functionality:

npm test

API

Tools

  1. create-memory-stream

    • Parameters:
      • name: string
      • initialContent: string (optional)
      • userId: string (optional) - Mem0 user ID
      • agentId: string (optional) - Mem0 agent ID
    • Returns: Stream ID and metadata
  2. append-to-stream

    • Parameters:
      • streamId: string
      • content: string
      • role: "user" | "assistant" (optional)
    • Returns: Success confirmation
  3. search-memories

    • Parameters:
      • query: string
      • userId: string
      • agentId: string (optional)
      • threshold: number (optional)
    • Returns: Search results from Mem0
  4. read-stream

    • Parameters:
      • streamId: string
      • startIndex: number (optional)
      • endIndex: number (optional)
    • Returns: Stream content
  5. delete-stream

    • Parameters:
      • streamId: string
    • Returns: Deletion confirmation

Resources

  • memory://{streamId} - Access memory stream content directly
  • memory:// - List all memory streams

Development

The server is implemented using the MCP TypeScript SDK and provides integration with Mem0 for persistent memory storage and semantic search. To extend the implementation:

  1. Add more Mem0 features (e.g., memory tagging, metadata)
  2. Implement proper error handling
  3. Add authentication and authorization
  4. Add additional memory operations

License

MIT

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