ContextHarbor gives developers and AI agents persistent access to requirements, architecture decisions, documentation, and project memory across tools and sessions.

ContextHarbor helps teams build AI applications without rebuilding document ingestion, indexing, and retrieval infrastructure. Deploy it on infrastructure you control, organize knowledge into access-controlled projects, and search it through a Web UI, REST API, CLI, or MCP-connected coding agents. It combines semantic search with keyword matching for exact terms and supports optional AI answers, contextual enrichment, and remote embedding providers.