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  • A
    license
    Not graded
    quality
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    maintenance
    A Chinese classical poetry query service for MCP clients, deployed on Cloudflare Workers, enabling search, random selection, author/dynasty/type listing, and statistics across nearly 400,000 works from Tang, Song, Yuan, and more.
    67 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables natural-language, read-only queries against the campus systems a user is authorized to access, covering schedules, exams, grades, notices, library resources, and personal workflows while returning source, scope, and gap information.
    MIT
  • A
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    Not graded
    quality
    A
    maintenance
    Lets AI agents browse and read a university's student resource center portal, retrieving the resource pages for a given admission year and department along with progression and graduation requirements, student handbook sections, academic calendars, bus timetables, class advisors, application forms and manuals, and contact information, each answer cited with its source document and page. It is an unofficial tool that runs locally and drives Chrome or Edge to access the portal on the user's behalf.
    4
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables Chinese-speaking users to search and retrieve free Japanese illustrations from Irasutoya by automatically translating queries, and to generate worksheet templates with embedded images for educational materials.
    -
  • A
    license
    A
    quality
    B
    maintenance
    Perfume database API with verified notes: 1,500+ perfumes, 160+ houses, 400+ raw materials in a fragrance ingredients database. 12 tools over MCP and REST, OpenAPI spec, free and keyless, answers in 10 languages. Look up a note or raw material and get the perfumes that use it, or a perfume and get its full top, heart and base pyramid. Built by Scento.
    12
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Exposes Bilibili learning videos to MCP clients, letting them search videos, read descriptions and video metadata, fetch timestamped subtitles, and view top comments for note-taking and Q&A. All summarization is left to the client model, with optional cookie-based login for subtitle access.
    4
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Provides AI-powered educational tools for teachers including lesson planning, quiz creation, student progress analysis, learning path recommendations, and rubric generation. Enables educators to automate administrative tasks and personalize learning experiences through natural language interactions.
    5
    2 npm
    38 PyPI
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    Read-only MCP server providing Wealthi's AI Coach with scoped access to student progress data from Firestore and Supabase, enabling AI to retrieve student profiles, progress, assessment results, and learning signals without direct database credentials.
    6
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  • A
    license
    A
    quality
    D
    maintenance
    Read-only MCP server that enables assistants to retrieve sourced dyscalculia prevalence figures with their study references (DOI or PMID where available), chart and table datasets, and plain descriptions of the five number-skill screening games. It lets users ask which study supports a given statistic and get citations and credit details without ever scoring or diagnosing a person.
    6
    34 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to manage Anki flashcard collections by creating, searching, and updating cards through a standardized interface. It supports media handling, batch operations, and review scheduling via the AnkiConnect add-on.
    6
    2
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Provides Chinese figurative language lookup backed by CC-CEDICT, helping to verify whether a word or phrase has recorded figurative usage or is a one-off creative expression.
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables querying of a locally pinned snapshot of the Education-to-Workforce Indicator Framework — 99 indicators and 11.8M observations — to browse questions, describe metrics, resolve places, and fetch or rank data across national, state, county, and district levels.
    4
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables fetching enrolled course lists, lessons, transcripts, video frames, and slides from DeepLearning.AI short courses, so an AI can summarize them and pass notes to other tools.
    6
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    Provides read-only MCP tools to search and retrieve evidence-grounded knowledge compiled from video content, including hybrid semantic and lexical search with citations.
    5
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  • A
    license
    A
    quality
    A
    maintenance
    Enables an MCP client to inspect a live Cisco Packet Tracer lab read-only — topology, device state, and reachability diagnoses — and to deliver graduated hints that guide students to locate and fix faults themselves rather than having the lab solved for them.
    6
    502 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Read-only server that lets an AI assistant browse published LibGuides research guides — full page content as clean markdown, guide subjects, the A-Z database list, and public subject-librarian profiles — through the Springshare LibApps API v1.2. It exposes only public content, replacing emails by default and keeping credentials private.
    7
    MIT