Skip to main content
Glama
76,886 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 .

Matching MCP tools:

Matching MCP Connectors:

"An MCP for interacting with Google Chrome DevTools and aiding in scraping" matching MCP servers:

  • A
    license
    Not graded
    quality
    C
    maintenance
    MCP server for Google Books API, enabling volume details, ISBN lookup, and bookshelf access via natural language queries.
    13
    MIT
  • 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
  • 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.
  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables natural language book searches using the Google Books API to retrieve detailed metadata including titles, authors, publishers, and ISBNs. Supports both Japanese and English queries with configurable result counts.
  • A
    license
    A
    quality
    C
    maintenance
    Local MCP server for generating image assets with Google Gemini (Nano Banana 2 / Pro). Supports transparent PNG/WebP output, exact resizing/cropping, up to 14 reference images, and Google Search grounding.
    1
    18
    8
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    MCP server for searching cosmos.so, returning direct CDN image URLs without page scraping.
    3
    157
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables searching documents in Gallica, the digital library of the Bibliothèque nationale de France, and generating structured research reports with citations and images.
  • A
    license
    A
    quality
    A
    maintenance
    MCP server for Metacritic that enables searching films, shows, and games, retrieving Metascores and audience scores, and accessing critic reviews with publication details and links, all without requiring an API key.
    16
    4
    1,237
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    An MCP server that provides access to the Library of Babel, allowing users to retrieve exact page contents by address, search for text to find its location, and generate random pages.
    4
    151
    ISC
  • A
    license
    A
    quality
    B
    maintenance
    An MCP server that gives AI agents ex-Yugoslav cultural context, resolving cultural references with accurate quotes, attributions, and slang meanings from a citable database.
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables searching and accessing OCR text from millions of digitized documents in Gallica, the digital library of the Bibliothèque nationale de France, through MCP tools for text search, snippet retrieval, and full-text download.
    3
    1
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    An MCP server that provides live access to MusicBrainz metadata and Cover Art Archive images, with optional OAuth-based submission of tags, ratings, and collection edits.
    9
    68
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    An MCP server for the Library of Congress that enables searching scanned American newspaper pages, searching catalogue items by media type, reading individual records, and listing digital collections, all without requiring an API key or account.
    2
    4
    647
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server for searching and retrieving photos from Unsplash with proper attribution, designed for LLMs building content pages.
    3
    16
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    An MCP server that provides controlled, verifiable access to official jw.org content, enabling AI applications to search articles, retrieve full articles, and lookup scriptures without hallucinations.
    4
    13
    GPL 3.0
  • A
    license
    A
    quality
    B
    maintenance
    An MCP server that lets an LLM browse, search, and download books from OPDS catalogs (e.g., Project Gutenberg, Standard Ebooks) using tools for feed navigation, full-text search, and acquisition link downloads.
    4
    1
    AGPL 3.0
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that provides tools for retrieving ASCII and Unicode art from a local database, including search, random selection, and category listing.
    4
    25
    1
    MIT
  • 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