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97,619 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, October 2026Ranked from 3,678 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
    Not graded
    quality
    B
    maintenance
    Brand-neutral carbide grade cross-reference for machining. One tool, grade_xref, returns catalog-verified comparable grades across manufacturers at the same ISO application position, with provenance. Never invents a grade.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to interact with Windows operating systems through native UI automation, file navigation, application control, and system commands. Provides seamless integration between LLMs and Windows environments for tasks like clicking, typing, launching apps, and capturing desktop state.
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables querying HMDA mortgage application data from the CFPB/FFIEC public API, including lender activity, geographic breakdowns, individual loan records, and lender rankings by county.
    42 npm
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    MCP server for Finnish public procurement notices (Hilma). Enables searching and retrieving procurement notices directly from Claude without a separate browser.
    4
    25 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables direct interaction with FamilySearch.org's shared Family Tree and historical records, including reading and adding people, facts, relationships, sources, notes, memories, record search, and image downloads, without needing a browser.
    9
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Gives AI assistants direct, on-demand access to McGill's public Visual Schedule Builder timetable data, letting them search course offerings, fetch sections and meeting times, check conflicts, and generate ranked schedule combinations without a login, API key, or browser session. Queries and schedule calculations run locally on structured results, with a short-lived cache for repeated requests.
    4
    2
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI clients to search and read Russian construction norms, collections, technical sections, and coefficient application conditions from public FGIS CS data, as well as assemble local datasets with original sources and metadata.
    19
    MIT
  • A
    license
    B
    quality
    A
    maintenance
    Provides access to USPTO patent and patent application data through multiple APIs, enabling search, retrieval, and analysis of patents, PTAB proceedings, and litigation data via natural language.
    61
    205 PyPI
    83
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    MCP server that wraps the Radio Browser API to search radio stations, list countries, and discover genres. Enables AI agents to find and browse radio stations without authentication.
    51 npm
    MIT
  • F
    license
    Not graded
    quality
    B
    maintenance
    MCP server for VedaApex search aggregation, providing unified search, browser search, health check, and chat tools via REST-compatible backend.
    2
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