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by kshidenko • Uncategorized
An MCP server providing RAG-enabled memory with PostgreSQL backend for knowledge graph, document management, and semantic search.
Persistent, synchronized knowledge graph and document memory across devices.
Semantic and hybrid search capabilities over documents and entities.
Flexible embedding options with local or OpenAI-powered embeddings.
This MCP server enables agents to manage and search knowledge graphs, process and embed documents, and perform semantic and hybrid searches using a PostgreSQL/Supabase backend. It supports multi-machine synchronization and offers embedding modes using local HuggingFace models or OpenAI for faster performance. The server is configurable with various tool modes and supports full-text search for enhanced query speed and accuracy.