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115,201 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, November 2026Ranked from 5,034 matching servers on stars, growth, downloads and maintenance. Updated .

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    Enables AI assistants to plan and track McDonald's visits by locating stores, estimating commute calories, recommending nutrition-targeted menu combinations, monitoring orders, running spaced-repetition vocabulary practice during waits, and recording progress in a local dashboard.
    5
    MIT
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    Enables AI educators to provide simple explanations, interactive demonstrations, and relatable analogies for complex AI concepts during workshops. Makes artificial intelligence topics accessible and engaging for participants through structured teaching tools.
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    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
  • F
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    MCP server exposing a university course catalog with tools for searching courses, looking up prerequisites and instructors, and generating prerequisite graphs, plus resources and a prompt template for AI academic advisors.
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    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
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    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
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    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
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    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
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    Enables AI apps to compute GPAs from courses and credits, convert between letter and percentage grades, determine the score needed on a final exam, analyze weighted course grades, and plan the GPA required for a target cumulative result.
    8
    984 npm
    MIT
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    Enables users to log into their university Moodle in a dedicated Chrome profile, choose courses from their real module list, and incrementally download lecture files to local versioned folders while preserving older versions of updated materials. Also exposes tools to check login and connection status, discover courses, list resources, and inspect per-item sync results.
    8
    4
    MIT
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    Enables AI assistants to guide users through MBTI personality tests with two modes (28-question simplified or 48-question cognitive functions), track progress, and provide detailed personality type analysis and results.
    4
    8 npm
    2
    MIT
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    Enables users to determine the Japanese school stage, grade, and subject range for a given knowledge item or term, and to audit LLM explanations for content exceeding a specified grade limit. It also searches normalized MEXT curriculum-code tables and retrieves prerequisite knowledge for topics.
    6
    MIT
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    Enables agents to turn a JSON content payload into a served, multi-page learning website with interactive sections, and hands back the URL.
    17
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    Enables local, read-only access to SMU's D2L Brightspace eLearn, allowing users to list courses, browse weekly modules and documents, search content, retrieve metadata, and download files after authenticating through Chrome.
    11
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    A Model Context Protocol server for managing Anki flashcards via AnkiConnect, enabling AI assistants to create, read, and update cards.
    8
    13 npm
    MIT