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Exploring GraphRAG and HybridRAG MCP tools

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

59,416 tools. Last updated 2026-01-11 13:33
  • Remove GraphRAG data from Paperlib MCP to manage storage and refresh knowledge graphs. Delete data for specific documents or perform complete cleanup when needed.
  • Check GraphRAG coverage status to analyze entity, mention, and claim extraction for documents or globally in Paperlib MCP's knowledge graph.
  • Verify GraphRAG layer health by checking required tables and indexes exist, returning status and optional row counts for Paperlib MCP's knowledge graph.
  • Browse and filter stored memories with pagination for auditing, exploring, or debugging memory contents in the Recall system.
  • Retrieve new job IDs from a specified LinkedIn URL by exploring a defined number of pages. Extracts and returns a list of job IDs for further analysis or tracking.
    MIT License
  • Load architectural decision records into memory for querying entities, exploring relationships, and managing architectural knowledge within a memory-centric system.
    MIT License

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