{"slug":"anthroos/openexp","name":"OpenExp","description":"Q-learning memory for Claude Code. Persistent memory that learns which context helps you get work done. Memories that lead to productive sessions (commits, PRs, tests)   earn higher retrieval rank automatically. 16 MCP tools, hybrid BM25 + vector + Q-value scoring, local-first with Qdrant + FastEmbed.","category":"development","tags":[],"official":false,"stars":58,"transport":null,"install":null,"tools":[{"name":"search_memory","description":"Hybrid search: semantic similarity + BM25 + recency"},{"name":"add_memory","description":"Store a memory. Supports `client_id` for entity tagging"},{"name":"log_prediction","description":"Log a pack-grounded prediction. Required when an installed experience pack cites a specific `relative_day` as the basis for an action recommendation."},{"name":"log_outcome","description":"Resolve a prediction with the observed signal — interpretation-free record."},{"name":"memory_stats","description":"Collection stats: point counts by source/type, session count"}],"env_vars":["QDRANT_HOST","QDRANT_PORT","ANTHROPIC_API_KEY"],"auth_type":"none","github":"https://github.com/anthroos/openexp","homepage":"","server_url":"","status":"active","source":"mcpservers.org","updated_at":"Thu May 28"}