SkillsLLM

mcp-memory-service

by doobidoo

Pending

Stop re-explaining your project to AI every session. Automatic context memory for Claude, VS Code, Cursor, and 13+ AI tools.

1,259stars
187forks
Python
Added 12/27/2025
View on GitHubDownload ZIP
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Installation
# Add to your Claude Code skills
git clone https://github.com/doobidoo/mcp-memory-service
README.md

MCP Memory Service

License: Apache 2.0 PyPI version Python GitHub stars Works with Claude Works with Cursor

Stop Re-Explaining Your Project to AI Every Session

<p align="center"> <img width="240" alt="MCP Memory Service" src="https://github.com/user-attachments/assets/eab1f341-ca54-445c-905e-273cd9e89555" /> </p>

Your AI assistant forgets everything when you start a new chat. After 50 tool uses, context explodes to 500k+ tokens—Claude slows down, you restart, and now it remembers nothing. You spend 10 minutes re-explaining your architecture. Again.

MCP Memory Service solves this.

It automatically captures your project context, architecture decisions, and code patterns. When you start fresh sessions, your AI already knows everything—no re-explaining, no context loss, no wasted time.

🎥 2-Minute Video Demo

<div align="center"> <a href="https://www.youtube.com/watch?v=veJME5qVu-A"> <img src="https://img.youtube.com/vi/veJME5qVu-A/maxresdefault.jpg" alt="MCP Memory Service Demo" width="700"> </a> <p><em>Technical showcase: Performance, Architecture, AI/ML Intelligence & Developer Experience</em></p> </div>

⚡ Works With Your Favorite AI Tools

🖥️ CLI & Terminal AI

Claude Code · Gemini Code Assist · Aider · GitHub Copilot CLI · Amp · Continue · Zed · Cody

🎨 Desktop & IDE

Claude Desktop · VS Code · Cursor · Windsurf · Raycast · JetBrains · Sourcegraph · Qodo

🤖 Chat Interfaces

ChatGPT (Developer Mode) · Claude Web

Works seamlessly with any MCP-compatible client - whether you code in the terminal, IDE, or browser.

💡 NEW: ChatGPT now supports MCP! Enable Developer Mode to connect your memory service directly. See setup guide →

🚀 Get Started in 60 Seconds

Express Install (recommended for most users):

pip install mcp-memory-service
# Auto-configure for Claude Desktop (macOS/Linux)
python -m mcp_memory_service.scripts.installation.install --quick

What just happened?

  • ✅ Installed memory service
  • ✅ Configured optimal backend (SQLite)
  • ✅ Set up Claude Desktop integration
  • ✅ Enabled automatic context capture

Next:...