A unified organizational knowledge base for AI agents combining Markdown docs, PostgreSQL tables, and files with hybrid semantic and BM25 search, Git version history, and multi-tenant access controls.
dnotitia/akb is an organizational knowledge base system designed for AI agents and developers. It unifies multiple data sources—Markdown documents, structured PostgreSQL tables, and files—into a single searchable repository accessed through URI-based graph architecture. The system provides hybrid search capabilities combining semantic search with BM25 full-text search for optimal retrieval.
Installation is straightforward via npx command: run 'npx akbmcp' to deploy the MCP server. The tool works seamlessly with Claude, Cursor, and Windsurf development environments, allowing AI agents to access your organizational knowledge base directly.
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