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91,309 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, September 2026Ranked from 3,330 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
    A
    quality
    D
    maintenance
    MCP server that wraps UDIR's open registries for Norwegian schools (NSR) and kindergartens (NBR), enabling search by municipality and retrieval of full details including coordinates and enrollment.
    4
    57 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    MCP server that enables AI assistants to access a user's Canvas LMS data, including courses, assignments, grades, and file extraction, with OAuth and bearer token authentication.
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables the generation of educational content such as multiple choice questions, lesson plans, and flashcards by connecting local Ollama models to Claude. It leverages the Educhain library to provide structured AI-powered learning tools through the Model Context Protocol.
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables comprehensive management of Anki decks and notes through the Model Context Protocol, including bulk operations and note type customization. It features integrated high-quality audio generation for flashcards using ElevenLabs and Google Cloud Text-to-Speech APIs.
    1
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  • A
    license
    A
    quality
    C
    maintenance
    Enables querying the Urban Institute's Education Data Portal — harmonized federal data on schools, school districts, and colleges — through a discovery-first set of tools that search and describe datasets, fetch raw records or aggregated statistics, decode coded values, and resolve institution names to IDs, with no API key required and read-only access to the live API.
    6
    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.
    9
    16 npm
    4
    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