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87,318 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, September 2026Ranked from 2,971 matching servers on stars, growth, downloads and maintenance. Updated .

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  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to access authenticated academic databases via browser sessions, eliminating re-login and password exposure.
    14
    -
  • 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
    B
    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
    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.
    9
    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
    B
    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
    AGPL 3.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Financial data and research MCP for AI agents: filings with full-text and fact search, statements as reported, earnings, insider and institutional ownership, corporate events, executives, analyst data, company discovery and research signals for US, China and Japan equities. Every figure traced to its filing. Browser sign-in.
    6
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to drive Google NotebookLM notebooks as a deep-research workspace: ingesting local PDFs and YouTube videos, cross-checking sources for contradictions, identifying knowledge gaps, generating audio overviews, and exporting Markdown dossiers with BibTeX and APA bibliographies. It operates over the Model Context Protocol inside Google Antigravity IDE, with browser-session authentication handled automatically.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Browser-based geometry processing server that enables AI agents to create geometry, run analysis and operators, inspect results, and take screenshots via MCP.
    25 npm
    5
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables direct integration with Google NotebookLM from MCP clients, allowing agents to query notebooks, manage libraries, and get grounded research answers without manual copy-pasting. Uses browser automation to maintain persistent authentication and provides RAG-style research capabilities within code editors.
    2,189 npm
    3,412
    MIT