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Memories with Lessons MCP Server logo

Memories with Lessons MCP Server

T1nker-1220/memories-with-lessons-mcp-server

A basic implementation of persistent memory using a local knowledge graph. This lets Claude remember information about the user across chats and learn from past errors through a lesson system.

View on GitHub38

Install

docker run -i -v claude-memory:/app/dist --rm mcp/memory

Client configuration

{
  "mcpServers": {
    "memory": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "-v",
        "claude-memory:/app/dist",
        "--rm",
        "mcp/memory"
      ]
    }
  }
}

Environment variables

MEMORY_FILE_PATH
GitHub stars
38
Author
@T1nker-1220
Category
Knowledge Management, Developer Tools
License
MIT
Updated
Oct 6, 2026

Tools (13)

  • create_entities

  • create_relations

  • add_observations

  • delete_entities

  • delete_observations

  • delete_relations

  • read_graph

  • search_nodes

  • open_nodes

  • create_lesson

  • find_similar_errors

  • update_lesson_success

  • get_lesson_recommendations

Details on this page are taken from the project's README. Open README

Supported clients

Clients mentioned in this server's README:

View all
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Claude Desktop

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Anthropic's official Claude AI desktop application. Supports MCP servers to extend functionality.

WindowsMacOS
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Cursor

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The first agentic IDE. The Cursor editor truly merges how developers and AI work together, delivering a magical coding experience.

WindowsMacOSLinux

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