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113,137 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
    B
    maintenance
    Pull open jobs from Workday, Greenhouse, Lever and Ashby career sites as normalized JSON with one tool call. Change tracking returns only jobs added, edited or closed since the previous run. Calls the hosted Apify Actor: set APIFY_TOKEN; tool calls are billed pay-per-event on Apify. No browser, login or proxy.
    1
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to access authenticated academic databases via browser sessions, eliminating re-login and password exposure.
    16
    -
  • A
    license
    A
    quality
    A
    maintenance
    Enables language models to search biomedical literature, fetch sequences, and follow links across Entrez databases through eleven read-only tools wrapping the nine NCBI Entrez E-utilities. It handles URL building, pacing, redirects, response caps, and API-key redaction so queries can be answered without a browser or scraping.
    11
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables searching Web of Science for CUC SCI papers, downloading PDFs, and syncing results to Tencent Docs through persistent browser automation. Supports advanced queries, deduplication, CAS journal classification mapping, and incremental sync while preserving manual notes.
    7
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Reads the Reddit and Hacker News threads you exported with the Comment Scraper browser extension, so your agent can list, read, search and quote them by comment number. Local and read-only.
    4
    91 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
    Enables AI clients to read and write ESPN fantasy sports leagues using your own session cookies, including managing rosters, lineups, waiver claims, and free agent adds without a browser.
    17
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables agents to inspect BOINC Central batch status, review job details, and download or extract batch output without a browser, including for BUDA Docker batches and other remote-submission apps. It also supports aborting or retiring batches with explicit confirmation.
    7
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Gives AI agents 13 data tools covering package and repo health, browser and mobile app-store listings, DOI and FDA recall lookups, iCal feeds, Shopify products, and Hacker News and Stack Exchange search. Each call runs a backer's Actor under your own Apify token, so usage is billed to your account.
    13
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables free, local Google Trends analysis through MCP, including ranked breakout/rising/evergreen topic discovery, interest over time, keyword comparison, related queries, regional interest, and real-time trending searches without an API key or browser.
    18
    58 PyPI
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    Enables Claude to screen studies in Covidence by reading the live page and casting votes based on stored criteria, with all browser navigation handled by Claude itself.
    6
    -
  • A
    license
    A
    quality
    D
    maintenance
    Unified academic search MCP server that searches open literature (arXiv, bioRxiv, medRxiv, PMC), CNKI, and Web of Science, with browser-backed authentication, local paper library, and export to multiple formats.
    21
    2
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    A local MCP server that reads Douyin creator data from the browser and provides tools to query, compare, and analyze video performance metrics for AI agents.
    13
    1
    AGPL 3.0