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Chanoir999

StudyPilot MCP Server

by Chanoir999

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      Enables searching your local study notes, course code, and lecture PDFs, reading files and PDF pages, registering doubts, and tracking completed lessons. Also provides prompts to generate quizzes and weekly revision plans grounded in your own material with source citations.
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    • A
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      Exposes a student's unified, source-attributed academic context — today's and this week's classes, assignments, deadlines, recent changes, course and lecture details, search results, and conflicts — to AI agents via high-level tools and resources whose answers always carry citations and conflict notices. Corrections are propose-only, and no tool can submit assignments, change enrolment, or touch grades.
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      Enables agents to create courses, upload lecture recordings, run the transcription and generation pipeline, retrieve study sheets and flashcards, and export Anki decks. It supports both local operation and a hosted instance with account-token access.
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    • F
      license
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      quality
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      Enables AI agents and MCP hosts to query locally indexed notes, docs, chat logs, and other files via hybrid vector/BM25 retrieval with section-level citations. Exposes tools, resources, and prompts for searching and asking over the indexed content.
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    TDQS

    A3.7/5.0

    Scored across 5 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: searching materials, fetching a document by ID, and creating/list/updating task status. No overlapping responsibilities or ambiguity.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern in snake_case (search_materials, get_document, create_study_task, list_study_tasks, update_study_task_status). The slight plural/singular variation is semantically appropriate and does not break the pattern.

    Tool Count5/5

    With 5 tools, the server is well-scoped: two for material retrieval and three for task management. Each tool earns its place without redundancy or bloat.

    Completeness4/5

    The core workflows are covered: searching and reading materials, plus creating, listing, and updating task status. Minor gaps exist, such as lack of delete or full task edit (e.g., changing deadline), but these can be worked around.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues