[GitHub Trending] MemPalace/mempalace
7.3 relevance
Score Breakdown
technical depth 7
novelty 8
actionability 8
community 6
strategic 6
personal 8
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Open-source AI memory system with benchmarks is actionable for agent orchestration and data engineering.
Summary
MemPalace is a local-first AI memory tool that stores conversation history as verbatim text with semantic search, achieving 96.6% R@5 raw on LongMemEval without API calls. It uses a structured index of wings (people/projects), rooms (topics), and drawers (content) with a pluggable backend defaulting to ChromaDB, supporting sqlite_exact, Qdrant, and pgvector. The CLI installs via uv or pipx, runs as a Docker container or MCP stdio server for Claude Code integration, and keeps all data local unless explicitly opted in.
Author
MemPalace