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Creating a Graph on Vector Knowledge Base Using CozoDB MCP tools

Production-ready MCP servers that extend AI capabilities through file access, database connections, APIs, and contextual services.

45,306 tools. Last updated 2025-12-19 09:29
  • Search your knowledge graph memory using semantic vector embeddings to find entities similar to your query, with options for hybrid search, similarity thresholds, and entity type filtering.
    MIT License
  • Retrieve vector embeddings for specific entities from the memento-mcp knowledge graph memory to enable semantic search and relation management.
    MIT License
  • Search your knowledge base using semantic queries to find relevant information quickly and accurately.
  • Retrieve the complete knowledge graph for an Obsidian vault to analyze connections and relationships between notes, enabling comprehensive understanding of your knowledge base structure.
  • Search for entities, types, and observation content in a knowledge graph stored in Obsidian Memory MCP. Use a query to retrieve relevant nodes for enhanced knowledge graph navigation and analysis.
    MIT License

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