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MCP server

mempalace

Runs locallyMITUpdated on Nov 11, 202660,512GitHub starsCan change dataNo API key needed

MemPalace is a memory system for AI agents that runs on the user's own machine.

What it does

MemPalace is a memory system for AI agents that runs on the user's own machine. It keeps conversation history as verbatim text and finds it again with semantic search, using ChromaDB by default with a pluggable backend, plus a knowledge graph. Its MCP server offers a large set of tools for reading and writing the store, knowledge-graph work, navigation, agent diaries and coordination between agents. The core search needs no API key; a language model is only needed for optional reranking. It installs with pip, uv or pipx, or runs as a Docker image over stdio, and the README covers Claude Code, Gemini CLI and Antigravity, with auto-save hooks for Claude Code, Codex CLI and Cursor.

Capabilities

  • Store conversation history as verbatim text
  • Search past conversations semantically
  • Keep a knowledge graph of facts
  • Keep per-agent diaries and coordinate agents