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116,721 servers. Updated
20 Best Web Scraping MCP Servers: compared and ranked, November 2026Ranked from 2,036 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
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    quality
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    maintenance
    Enables an assistant to search and read AnkiWeb's shared-deck catalogue, download decks as .apkg files or Markdown, list the decks synced to your account, and publish a deck after a confirmed preview, all through your own AnkiWeb session. It can reuse a signed-in session from a local Chromium browser or open a login window, keeping credentials out of the server.
    8
    11 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to log into the SIGAA academic system through its web interface and read a student's data: portal info, enrolled and past classes, course topics, participants, grades, attendance, assignments, exams, news, forums, and course plans. It also lets agents download course files and participant photos on demand.
    7
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Gives Claude Code read-only access to a student's eNauczanie PG (Moodle) account, enabling retrieval of courses, deadlines, grades, announcements, forum discussions, and quiz reviews using the student's web service token.
    14
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables MCP agents such as Claude and Cursor to tutor users with Greek-root lessons and spaced review. It provides the same course content and review mechanics as the web app.
    8
    3
    MIT
  • A
    license
    A
    quality
    F
    maintenance
    Enables Claude to access the ParentSquare school-parent communication platform via its web interface and internal APIs, covering parent features like feeds, calendars, messages, forms, and payments, plus school admin roster management such as students, guardians, classes, and staff.
    48
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    A local stdio MCP server for a self-hosted GeoGebra 5.0 Web bundle. It enables executing GeoGebra commands with structured feedback, querying commands, evaluating CAS, managing state, and exporting images using headless Chromium.
    12
    40 npm
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Enables a local-first MBA recruiting coach inside Claude that remembers your campaign, tracking target firms, live job boards, deadlines, applications, connections, and warm intros, while drafting human-approved outreach and never submitting applications or scraping LinkedIn.
    23
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Enables AI assistants to access a user's Pusan National University Moodle-based LMS account, browsing courses, materials, notices, assignments, grades, calendars, and Q&A, downloading course files, and performing write actions like submitting assignments after a confirmation preview. It combines the official Moodle Web Service API with authenticated session scraping for the ubboard notice/Q&A boards.
    2
    67
    AGPL 3.0
  • A
    license
    B
    quality
    A
    maintenance
    Enables automation of the QingSoft U+ learning platform by patrolling courses, homework and experiments, inspecting objective questions, filling and submitting answers, and handing subjective work back to a human, while also providing a generic browser automation toolset.
    31
    1
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI clients to search and read university web pages and PDF/Office documents, query live phone directory, food menu, academic calendar, announcements, and AKTS course plans, and return sourced answers with URLs and dates.
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    Enables humans and AI agents to collaborate live on documents in a browser-based editor, with agents connecting via OAuth-enabled MCP tools for writing, commenting, memory, files, web retrieval, and backups. It can optionally integrate school drive and learning-platform access.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Gives parents and carers read-only access to their children's learning journal entries, letting them list children, browse and keyword-search observations, retrieve full notes, tags and comments, and download attached photos and videos. It works by signing in with the user's own account credentials and calling the same internal endpoints the web app uses.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables a voice-first study mentor that remembers each learner across sessions, teaching at their level, running spoken quizzes graded on what was actually said, and building exam-aware study plans and morning briefings with overnight preparation. It also supports read-only Google Classroom sync, web research with sources, invite-only quiz battles between homes, and parent-visible safeguards for younger students.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI agents to create and manage personalized 30-day study courses, including web research with source validation, daily lessons, quizzes, and progress tracking through 12 MCP tools.
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables teachers to turn plain-language teaching requests into interactive HTML demos and Mannim-rendered narrated animations through a confirm-once workflow, with automatic lesson design, generation, review, and revision. Shares a local work library with the standalone web workbench so finished lessons can be exported as offline HTML, MP4, or ZIP packages.
    MIT