Functor MCP Server
The Functor MCP Server is a production-grade Model Context Protocol (MCP) server that exposes the Functor framework's advanced knowledge graph capabilities as memory primitives for AI agents and applications.
Built on the Functor Framework with Enhanced Backend Integration (70+ endpoints), providing seamless integration between AI agents and sophisticated knowledge graph operations.
Key Capabilities
🧠 Knowledge Graph Memory
Store and retrieve information across multiple domain-specific KGs.
🔍 Hybrid Retrieval
Semantic + structural embeddings with reciprocal rank fusion.
🚀 Enhanced Query Processing
Smart auto-routing, quality filtering, and advanced analytics.
🧩 Memory System
Complete DRIP memory integration (10 modules with 65+ endpoints).
Architecture
The system acts as a bridge between AI agents (via MCP) and the Functor Backend, providing specialized tools for memory, retrieval, and enhanced processing.
Use Cases
- AI Assistants: Give Claude, ChatGPT, or custom agents long-term memory.
- Multi-Agent Systems: Shared knowledge layer for agent collaboration.
- RAG Applications: Advanced retrieval with knowledge graph structure.
- Research Workflows: Ingest papers, query concepts, generate insights.
- Enterprise Knowledge: Centralized memory for organization-wide AI systems.