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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 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
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    Enables AI assistants to connect to D2L Brightspace and retrieve grades, assignments, announcements, and course content on demand via natural language, working across clients like Claude, ChatGPT, Cursor, and Windsurf.
    12
    4,866 npm
    MIT
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    Provides read-only access to Canvas LMS, enabling users to view active courses, grades, and upcoming assignments through natural language queries.
    2
    MIT
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    A read-only MCP server that lets AI agents search Iranian tech jobs and companies, browse programming contests, look up public practice problems, and explore the College course catalog on quera.org. No API key or account is required, and it works in Claude, Cursor, Copilot and other MCP clients.
    14
    MIT
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    Enables users to find books by keyword, ISBN, or author and check which branches hold copies of them and whether those copies are currently available for loan or when they are due back. Currently covers Shanghai's interlinked public library network of 900+ locations, with a design open to additional cities.
    3
    21 PyPI
    Apache 2.0
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    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
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    1
    MIT
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    Enables an AI assistant to browse a signed-in school-communication account's classes, chats and message streams, inspect and adjust notification preferences and delivery devices, and send messages to a chat or class. Write actions require explicit user confirmation, and a read-only GraphQL tool allows arbitrary queries for anything the built-in tools don't cover.
    10
    455 npm
    MIT
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    Enables AI agents to browse courses, read course materials and files, check assignments and grades, and—with user confirmation—post to forums, submit assignments, answer choices, send messages, and add calendar reminders in the virtual campus.
    11
    321 npm
    1
    ISC
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    Enables turning pasted syllabus text into dated calendar events, expanding recurring classes while skipping holidays and reading weeks, building valid .ics files with reminders, and merging calendars to surface conflicts. All processing runs locally without login or network access.
    4
    798 npm
    MIT
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    Lets an AI agent read and manage a family's EduPage school data, including timetables, homework, grades, messages, absences, events, and canteen meals, and also send messages to teachers or order meals.
    16
    MIT
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    Enables local, offline analysis of essay drafts — word and page counts, readability scores, style flags like passive voice and filler words, and word-limit checks — with no account, API key, or network calls.
    6
    811 npm
    MIT
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    Connects AI assistants and agents to Finland's school system, enabling retrieval of schedules, homework, exams, grades, messages, absences, and related school information for all of a family's children across multiple accounts. It runs locally, logs in only to the school service, and cannot send messages or change data.
    2
    20
    81
    MIT
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    Read-only MCP server for the ITIN finance network, providing a verified institution directory, editorial guides, FAQs, and state-level context for ITIN holders seeking loans and credit cards.
    8
    53 npm
    MIT