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  • A
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    Search a YouTube video's transcript and get back only the moments that answer the question, each with a clickable timestamp deep link. Also reads the video's frames — slides, charts, demos and on-screen text — and verifies every citation against recorded evidence before returning it
    9
    MIT
  • A
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    quality
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    An MCP server that interfaces with Google NotebookLM to enable autonomous academic research and systematic knowledge management. It allows users to perform deep web searches and automatically generate study artifacts like research reports, presentation slides, and audio overviews.
    6
    ISC
  • A
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    Not graded
    quality
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    maintenance
    Enables AI assistants to browse your own university courses by downloading files, slides, announcements, deadlines, grades and lecture transcripts to your machine, then answering questions and searching across them through MCP tools. It logs in with your own account and refreshes only what changed.
    MIT
  • A
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    quality
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    maintenance
    Exposes roughly forty tools over streamable HTTP so AI assistants can search an archive of sourced evidence, time series, forecasts, slides and datasets, reuse existing material with its citations, and write new sourced findings back. It also covers slide and deck management, feedback, photo and dataset access.
    MIT
  • F
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    maintenance
    Local knowledge base built from PDF lecture slides on Agentic Coding, exposed as an MCP server with search, page retrieval, and query tools.
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