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"author:AmnaSarwar522" matching MCP servers:

  • Personal Knowledge-Base MCP

    AmnaSarwar522
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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.