memories-with-lessons-mcp-server
Knowledge graph memory server for AI with lesson tracking. memories-with-lessons-mcp-server is a Model Context Protocol (MCP) server maintained by T1nker-1220. It connects to MCP-compatible clients such as Claude Desktop, Cursor, Cline, and other agents that speak the protocol. It is categorized under AI/Memory, Tool/KnowledgeGraph and AI/Assisted.
What is this MCP
This MCP is a knowledge graph memory server that enables persistent memory for AI assistants like Claude. It stores entities, relations, and observations in a structured graph format, with special support for error lessons and their solutions.
How to use this MCP
Integrate via Cursor MCP client or Claude Desktop by configuring the server in JSON settings. The system provides API tools for creating/managing entities, relations, observations, and lessons. Error patterns can be matched against existing lessons for solutions.
What this MCP can be used for
Maintaining long-term memory across chat sessions, personalizing interactions, tracking error patterns, and building institutional knowledge about troubleshooting solutions for AI assistants.
AIMCP authority
DR and traffic signal for the AIMCP public domain.
Frequently asked questions
What is the memories-with-lessons-mcp-server MCP server?
memories-with-lessons-mcp-server is a Model Context Protocol server from T1nker-1220. It lets MCP-compatible AI clients call its tools over a standard interface, so agents like Claude, Cursor, and Cline can use it without custom integration.
How do I connect memories-with-lessons-mcp-server to my AI client?
Add memories-with-lessons-mcp-server to your MCP client configuration (Claude Desktop, Cursor, or Cline) as a stdio or SSE server, then restart the client so it picks up the new server.
Is memories-with-lessons-mcp-server free to use?
memories-with-lessons-mcp-server is listed on AIMCP for free. Any API keys or accounts required by the underlying service are set by its provider.
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