MCP Memory Service

Created By

doobidooa year ago

MCP server providing semantic memory and persistent storage capabilities for Claude using ChromaDB and sentence transformers.

# server

# knowledge

Overview Content Tools Comments

Overview

what is MCP Memory Service?

MCP Memory Service is a semantic memory and persistent storage solution designed for use with Claude Desktop. It utilizes ChromaDB and sentence transformers to maintain context across various conversations and instances.

how to use MCP Memory Service?

To use the service, set up a Python virtual environment, install the required dependencies, and run the server. Connect to it via websocket to store and retrieve memories.

key features of MCP Memory Service?

Semantic search functionality
Persistent storage powered by ChromaDB
Automatic database backup
Tag-based memory retrieval
Debug mode for similarity analysis
Memory optimization tools

use cases of MCP Memory Service?

Long-term conversational context management.
Semantic search for relevant information retrieval across conversations.
Maintaining structured data storage with automatic backups.

FAQ from MCP Memory Service?

Can I use MCP Memory Service for multiple users?

No, the service is designed for personal use only and does not provide user management.

How does the semantic search work?

It utilizes sentence transformers to enable context-aware retrieval of stored memories.

Is there an automatic backup feature?

Yes, the service includes automatic backups that run every 24 hours.

Server Config

{
  "mcpServers": {
    "memory": {
      "command": "uv",
      "args": [
        "--directory",
        "/workspaces/mcp-memory-service",
        "run",
        "memory"
      ],
      "env": {
        "MCP_MEMORY_CHROMA_PATH": "/home/codespace/.local/share/mcp-memory/chroma_db",
        "MCP_MEMORY_BACKUPS_PATH": "/home/codespace/.local/share/mcp-memory/backups"
      }
    }
  }
}

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