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113,114 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, October 2026Ranked from 4,794 matching servers on stars, growth, downloads and maintenance. Updated .

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  • 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
    15 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
    6 npm
    2
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables in-browser analysis of California county H3 hex datasets by exposing DuckDB-wasm tables over MCP tools for dataset listing and SQL querying, reached from a page-side agent loop over postMessage rather than HTTP. Results are computed in a Web Worker with external access disabled, so model-generated SQL stays confined to the loaded local tiles.
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables users to generate printable 3D map models of any place on Earth from open data, including terrain, buildings, trees, water, roads, and fields, with options for tiles, colors, and browser previews via MCP tools.
    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.
    9 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
    -