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"
      }
    }
  }
}

Recommend Servers

TraeBuild with Free GPT-4.1 & Claude 3.7. Fully MCP-Ready.

Howtocook Mcp基于Anduin2017 / HowToCook （程序员在家做饭指南）的mcp server，帮你推荐菜谱、规划膳食，解决“今天吃什么“的世纪难题； Based on Anduin2017/HowToCook (Programmer's Guide to Cooking at Home), MCP Server helps you recommend recipes, plan meals, and solve the century old problem of "what to eat today"

EdgeOne Pages MCPAn MCP service designed for deploying HTML content to EdgeOne Pages and obtaining an accessible public URL.

Playwright McpPlaywright MCP server

Visual Studio Code - Open Source ("Code - OSS")Visual Studio Code

AiimagemultistyleA Model Context Protocol (MCP) server for image generation and manipulation using fal.ai's Stable Diffusion model.

MCP AdvisorMCP Advisor & Installation - Use the right MCP server for your needs

Tavily Mcp

Zhipu Web SearchZhipu Web Search MCP Server is a search engine specifically designed for large models. It integrates four search engines, allowing users to flexibly compare and switch between them. Building upon the web crawling and ranking capabilities of traditional search engines, it enhances intent recognition capabilities, returning results more suitable for large model processing (such as webpage titles, URLs, summaries, site names, site icons, etc.). This helps AI applications achieve "dynamic knowledge acquisition" and "precise scenario adaptation" capabilities.

BlenderBlenderMCP connects Blender to Claude AI through the Model Context Protocol (MCP), allowing Claude to directly interact with and control Blender. This integration enables prompt assisted 3D modeling, scene creation, and manipulation.

RedisA Model Context Protocol server that provides access to Redis databases. This server enables LLMs to interact with Redis key-value stores through a set of standardized tools.