Pindoc

A self-hosted project memory system that lets AI agents write typed artifacts (decisions, debug paths, task closeouts, analyses) pinned to commits, files, and line ranges. Agents propose records through MCP tools like pindoc.context_for_task and pindoc.artifact.propose while humans review through a read-only web UI. Runs as a multi-project daemon over Postgres with pgvector, exposing a single /mcp endpoint where project_slug scopes each call. Reach for this when agent discoveries need to become searchable team knowledge instead of dying in chat transcripts. Includes bundled EmbeddingGemma for semantic search, Docker Compose setup, and an agent-first workflow that treats durable writes as collaborative memory rather than CRUD operations.