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maintenanceEnables file operations, document metadata extraction, folder analysis, local-LLM queries, and SQLite CRUD as MCP tools, individually or composed into pipelines via run_pipeline.
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"author:jansc4" matching MCP servers:
GET /v1/servers – MCP directory API reference- FlicenseAqualityCmaintenanceEnables Claude to search a local hybrid retrieval index of research papers and ingest new PDFs, providing research-paper memory queryable directly through natural language.2-