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77,171 servers. Updated
19 Best Browser Automation MCP Servers — compared and ranked, August 2026Ranked from 2,623 matching servers on stars, growth, downloads and maintenance. Updated .

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"A Python-based server for browser automation" matching MCP servers:

  • python-umcp-calibre

    rcarmo
    A
    license
    Not graded
    quality
    B
    maintenance
    Read-only MCP server that runs inside Calibre as a plugin, exposing the live Calibre library for inspection, search, metadata, and duplicate detection via Streamable HTTP.
    2
    MIT

  • MCP for IIIF Images

    mikeapp
    A
    license
    B
    quality
    C
    maintenance
    Provides tools to fetch IIIF manifests and retrieve specific image regions or scaled images for analysis. This server enables detailed interaction with International Image Interoperability Framework resources, supporting tasks like image description and transcription.
    3
    6
    MIT

  • iztro OpenAI MCP for Railway

    snapyharry-potter
    F
    license
    Not graded
    quality
    D
    maintenance
    Remote MCP server for Zi Wei Dou Shu / Tu Vi Dau So astrology tools, exposing read-only tools like get_astrolabe, get_horoscope_decades, etc., designed for Railway deployment and OpenAI ChatGPT developer mode.

  • Saroday MCP Server

    yolstudio26-oss
    A
    license
    A
    quality
    D
    maintenance
    Enables Korean Saju (Four Pillars of Destiny) calculation and myeongni-hak glossary lookup via MCP, allowing AI clients to compute accurate saju analysis and look up fortune-telling terms.
    4
    44
    MIT
  • Tarotoo Tarot MCP Server by Tarotoo-com

    Tarotoo Tarot MCP Serverofficial

    Tarotoo-com
    A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to look up tarot card meanings, search cards by keyword, draw random cards, and get yes/no answers for all 78 Rider-Waite-Smith cards with upright and reversed interpretations.
    5
    141
    1
    MIT

  • @hanoak/unsplash-mcp-server

    hanoak
    A
    license
    A
    quality
    A
    maintenance
    Production-ready Model Context Protocol (MCP) server for the Unsplash API — search photos, fetch details, and stay compliant with Unsplash attribution & download-tracking guidelines. Unofficial; not affiliated with or endorsed by Unsplash.
    21
    94
    1
    MIT

  • Photopea MCP Server

    attalla1
    A
    license
    A
    quality
    D
    maintenance
    Enables AI agents to perform advanced image editing and graphic design through Photopea, a browser-based Photoshop alternative. Provides 34 tools for document management, layer operations, filters, adjustments, and exports via a WebSocket bridge to the browser.
    34
    108
    28
    MIT

  • Lunar Calendar MCP Server

    AngusHsu
    A
    license
    A
    quality
    A
    maintenance
    Provides traditional Chinese lunar calendar information including auspicious date checking, BaZi (八字) Four Pillars analysis, festival data, moon phases, zodiac compatibility, and calendar conversions based on Chinese cultural traditions.
    20
    2
    MIT

  • Zmanim MCP Server

    ariroffe72
    A
    license
    A
    quality
    C
    maintenance
    A comprehensive MCP server for calculating Jewish prayer times (zmanim) using the python-zmanim library, supporting multiple halachic opinions and global locations.
    6
    1
    MIT

  • Behance MCP Server

    Arnonfr
    A
    license
    A
    quality
    D
    maintenance
    A powerful Model Context Protocol (MCP) server for scraping Behance.net. Extract projects, user profiles, images, and job listings from Behance's creative community without any API keys or subscriptions.
    7
    1
    MIT

  • nara-mcp-server

    GeorgeTownSabatical
    A
    license
    A
    quality
    C
    maintenance
    Read-only Model Context Protocol server for the US National Archives Catalog API, enabling search and retrieval of archival records, child records, extracted text, comments, and tags.
    7
    1
    MIT

  • Aladin Book Search MCP Server

    TeeDDub
    A
    license
    A
    quality
    D
    maintenance
    MCP server that allows searching and retrieving book information from Aladin's book store API, including book details, bestseller lists, and category-based searches.
    9
    4
    MIT

  • Genji MCP Server

    nakamura196
    A
    license
    A
    quality
    D
    maintenance
    Provides access to the Genji API for searching and analyzing classical Japanese literature texts with advanced normalization features for historical Japanese text variations, including repeat marks expansion, kanji-kana unification, and historical kana handling.
    4
    13
    MIT

  • Museum MCP Server

    AiAgentKarl
    A
    license
    B
    quality
    D
    maintenance
    Enables AI agents to search and explore over 570,000 artworks from the Metropolitan Museum of Art and Art Institute of Chicago without needing an API key.
    9
    MIT

  • Civitai MCP Server

    Cicatriiz
    A
    license
    B
    quality
    C
    maintenance
    Provides AI assistants with access to Civitai's collection of AI models, enabling users to browse, search, and discover AI models through MCP-compatible AI assistants.
    14
    12
    MIT