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20 Best Browser Automation MCP Servers: compared and ranked, October 2026Ranked from 4,365 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
    Not graded
    quality
    B
    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.
    46 npm
    MIT
  • A
    license
    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
    B
    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
    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
    8 npm
    MIT
  • A
    license
    A
    quality
    A
    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
    446 npm
    MIT
  • 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
    32 npm
    8
    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
    1 npm
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to read your own SKKU iCampus data, including tasks, assignments, announcements, lectures, attendance, and grades, through read-only MCP tools, with a refresh tool to request a new sync.
    8
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Connects a personal KodeKloud learning account to AI assistants such as Claude Desktop, Claude Code, Cursor, and ChatGPT, letting users review course progress and syllabi, inspect running hands-on labs, check certification exam readiness for CKA/CKAD/CKS/Terraform, track KodeKloud Engineer tasks, and generate weekly study plans through natural language. It runs read-only by default over stdio or remote SSE/streamable-HTTP transport, with session credentials auto-detected from a browser cookie or bearer token and redacted from all logs.
    9
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    A Model Context Protocol (MCP) server that gives your AI assistant the power to convert Markdown into 14 professional document formats — PDF, DOCX, HTML, LaTeX, CSV, JSON, XML, XLSX, RTF, PNG, and more. Stop copy-pasting. Let the AI do the exporting.
    33
    2
    MIT