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Gnosis enables AI agents and MCP clients like Claude Code, Cursor, and Windsurf to seamlessly interact with your PostgreSQL documentation. It transforms markdown files into searchable chunks within your database, offering a robust set of tools for searching, reading, and managing documentation. With features like hybrid search, multi-table support, and webhooks, Gnosis provides a flexible and powerful solution for integrating your knowledge base directly into AI workflows.