Vibe Coding DiscoverAKB — Agent Knowledgebase. Organizational memory for AI agents: vault-scoped docs / tables / files unified by URI graph, served over MCP.
AKB is a self-hostable organizational knowledge base for AI agents, exposed through MCP and REST APIs. It provides permissioned vaults, document and file storage, a URI-based knowledge graph, and hybrid semantic plus BM25 search on PostgreSQL.
Use Cases
Give AI agents shared organizational memoryStore and retrieve agent-readable documents and filesSearch knowledge with semantic and keyword retrievalLink documents in a knowledge graphCapture coding-session notes and follow-up tasksConnect Claude Code, Cursor, Windsurf, or other MCP clients to a knowledge vault
Built With
- Language
- Python
- Frameworks
- FastAPI · Model Context Protocol · PostgreSQL · pgvector · Qdrant
Tags
agent memory · knowledge base · MCP server · RAG · hybrid search · knowledge graph · multi-tenant · vaults · PostgreSQL · vector search