Self-hostable MCP memory server for AI assistants — 16 tools, hybrid search, knowledge graph, auto-dedup, staleness pruning, automated ingestion pipelines. Built on Supabase + pgvector.
Bobby-cell-commits/open-brain-server
Skill Claude CodeCodex
Rubric-scored knowledge graph health report — checks theme attention, graph density, hub health, co-occurrence alignment, dedup pressure, stale queue, synthesis health, entity landscape, and cross-metric patterns via 12 MCP tool calls. Rubric-scored with cross-run memory (findings tracking, auto-downgrade, BASELINE.md…
Bobby-cell-commits/open-brain-server
Skill Claude CodeCodex
Incremental discovery and research on recent Open Brain thoughts. Reads state from previous runs to pull only new thoughts, classifies them against previous clusters (EVOLVED/NEW/STALE), correlates with TRACKER.md priorities, and dispatches parallel research agents for full runs or synthesizes inline for light passes.…
Bobby-cell-commits/open-brain-server
Skill Claude CodeCodex
Pipeline and data health report — checks capture sources, graph density, dedup pressure, content mix, and cross-metric patterns via 9 MCP tool calls. Rubric-scored with cross-run memory (findings tracking, auto-downgrade, BASELINE.md overrides). Persists to research/pulse/YYYY-MM-DD-pulse.md. Scope: pipeline…