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samaviaminahil76

Personal Knowledge-Base MCP Server

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      quality
      C
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      A Personal Knowledge-Base MCP Server that provides semantic search over a student-owned document collection using MCP, Gemini embeddings, and Qdrant. It exposes tools for searching notes, retrieving full documents, and listing indexed sources.
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    • F
      license
      A
      quality
      B
      maintenance
      Enables semantic search across personal PDF paper collections with page-level citations, allowing users to query their library from any MCP-capable client.
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    • A
      license
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      quality
      B
      maintenance
      Enables researchers to interact with a personal corpus of academic papers through semantic search, grounded question answering with source citations, and document summarization or comparison via MCP tools.
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    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables users to index and retrieve local documents through semantic, BM25, or hybrid search, with tools for chunk reads and page images accessible from MCP clients such as Codex and ChatGPT web.
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    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables local semantic and full-text search over Markdown notes through MCP, returning relevant passages ranked by meaning and exact terms without requiring a GPU or hosted APIs.
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    • F
      license
      A
      quality
      B
      maintenance
      Enables semantic search, question answering with cited sources, and incremental reindexing of personal notes via MCP tools for Claude Code.
      3
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