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113,153 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, October 2026Ranked from 4,794 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to read a student's own Blackboard (Ultra) data—courses, assignments, grades, announcements, and attachments—through their existing logged-in browser session, read-only and locally.
    10
    36 npm
    8
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI assistants to query HSE University's RUZ schedule API: find students, lecturers, groups, and rooms by substring, and retrieve a student's schedule by corporate email or a group's schedule by ID for 1–60 days ahead. Works without login or browser, though only from the HSE campus network or staff VPN.
    3
    0
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables MCP clients to teach on a view-only local browser chalkboard by drawing equations, plots, molecules, diagrams, and science illustrations step by step, with snapshots and saved lessons.
    7
    338 npm
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI assistants to read a student's own university academic data — class timetables, exam schedules, grades, available terms, and empty classrooms — from Qiangzhi (jsxsd) or Zhengfang V9 systems via a session imported from the browser. All access is strictly read-only, never performing course selection, withdrawal, or evaluations.
    6
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables access to Columbus School for Girls Veracross portal features including directory search for students/parents/staff, calendar events, and Lower School lunch volunteer scheduling through secure browser authentication.
    8
    3 npm
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Lets AI assistants browse a Brightspace-based course platform read-only: list courses, search modules for lecture slides, extract text from PDF/PowerPoint/Word files, and check upcoming deadlines, assignments, and announcements. Runs locally on the user's own machine with their own browser sign-in.
    10
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables agents to automate icourse163 course workflows, including browser-based login, inspecting course structure, completing task points, submitting quizzes with simulated timing, replying to discussions, and verifying progress.
    13
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Provides AI agents with direct access to local Yomitan dictionary databases for offline Japanese vocabulary lookups, kanji searches, and sentence tokenization. It leverages the Yomitan browser extension's API to enable rich dictionary interactions and Anki flashcard field generation.
    5
    5 npm
    6
    Mozilla Public 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Runs locally and lets AI clients read course deadlines, courses, announcements, activities, and files through a user-authenticated browser session, with assignment submission optional.
    6
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables parents with Icelandic InfoMentor accounts to sign in through a visible browser on the MCP host and read visible parent landing-page and frame text through MCP tools, while passwords and cookies stay in the browser. It also exposes session status checks, setup progress tracking, browser installation, cancellation, and logout, though structured child selection, schedules, homework, notices, attendance, and grades are not yet implemented in this preview.
    MIT
  • A
    license
    Not graded
    quality
    B
    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
    D
    maintenance
    Enables AI agents to programmatically access Google NotebookLM through browser automation for managing notebooks, sources, and chat interactions. It supports automated content generation including audio overviews, study guides, and quizzes directly within AI workflows.
    233 npm
    MIT