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memorc

Universal memory for AI agents via MCP protocol - remember context across sessions

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Memorc

Universal memory for AI agents via the Model Context Protocol (MCP).

Memorc gives your AI coding assistants persistent memory across sessions - it remembers your preferences, project context, and past conversations.

Quick Setup

For Antigravity/Orchids Desktop Users

Add to your ~/.gemini/antigravity/mcp_config.json:

{
  "mcpServers": {
    "memorc": {
      "command": "npx",
      "args": ["-y", "memorc", "--api-key", "YOUR_API_KEY"]
    }
  }
}

Get Your API Key

  • Visit Memorc Dashboard
  • Sign in with Google
  • Copy your API key
  • Paste it into the config above

Restart your AI assistant and you're done! 🎉

What Does It Do?

Memorc provides 4 memory tools to your AI assistant:

  • search_memories - Find relevant past context
  • add_memory - Save important information
  • get_all_memories - Browse all saved memories
  • validate_project - Verify project identity

Your AI assistant will automatically use these to:

  • Remember your coding preferences
  • Recall project architecture decisions
  • Reference past conversations
  • Learn from corrections

Features

Project-scoped - Memories are organized by project
Cross-device - Access your memories from any machine
Privacy-first - Your data stays in your Mem0 account
Zero config - Works out of the box with Antigravity

Coming Soon

  • Browser extension for Claude.ai, ChatGPT, Gemini
  • Multi-context support (work/personal projects)
  • Shared team memories
  • Advanced search and filtering

Support

License

MIT

Keywords

mcp

FAQs

Package last updated on 17 Dec 2025

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