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Alternatives to bit101-mcp

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      Provides read-only access to Canvas LMS data, enabling an LLM to query courses, assignments, grades, submissions, announcements, discussions, modules, pages, and files via the Canvas REST API.
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    TDQS

    A3.9/5.0

    Scored across 10 tools

    Disambiguation4/5

    Each tool maps to a distinct resource or time range, and the schedule tools are explicitly qualified as today, week, or whole term. The only mild overlap is between search_courses and get_course_reviews, but the descriptions help differentiate them.

    Naming Consistency5/5

    Tool names consistently use a verb prefix (get, list, or search) followed by a lowercase snake_case noun phrase, such as get_course_reviews and list_today_posts. There is no mixed casing or inconsistent verb style.

    Tool Count5/5

    Ten tools cover the main BIT101 areas—posts, courses, schedules, grades, and tasks—without feeling bloated. The additional schedule and post tools each serve a specific retrieval need, so the count is well-scoped.

    Completeness4/5

    The read-only surface is fairly complete for posts, courses, schedules, scores, and Lexue tasks. Minor gaps exist, such as arbitrary future-date schedule lookup and any write/submit endpoints, but these are likely outside scope and workarounds are available.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues