This MCP server, developed by Jarad DeLorenzo, provides a knowledge graph implementation with semantic search capabilities powered by Qdrant vector database. Built with TypeScript and leveraging the Model Context Protocol SDK, it offers tools for managing entities, relations, and observations in a graph structure. The implementation focuses on efficient storage and retrieval, using both file-based persistence and Qdrant for vector search. It's particularly useful for applications requiring structured knowledge representation with semantic querying, enabling use cases such as intelligent information retrieval, relationship analysis, and context-aware AI interactions without directly dealing with complex graph database operations.
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Create multiple new entities.
Create relations between entities.
Add observations to entities.
Delete entities and their relations.
Delete specific observations.
Delete specific relations.
Get the full knowledge graph.
Search for semantically similar entities and relations. Parameters: query (string), limit (optional number, default: 10).
