Skip to main content
Glama
81,811 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, September 2026Ranked from 2,831 matching servers on stars, growth, downloads and maintenance. Updated .

Matching MCP tools:

Matching MCP Connectors:

"Browser Automation Tools" matching MCP servers:

GET /v1/servers — MCP directory API reference
  • A
    license
    A
    quality
    B
    maintenance
    This MCP server provides tools to search for songs, artists, and random records from the Bide & Musique catalogue. It offers read-only access to tens of thousands of French songs with no authentication needed.
    8
    5
    374
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Searches Danbooru for anime/game characters and their associated tags, providing tools to retrieve character profiles, co-occurring tags, wiki descriptions, and tag implications.
    5
    12
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    Enables searching the Hungarian Electronic Library (MEK) for books, authors, subjects, and full-text via MCP tools and REST API, with accent-insensitive fallback and controlled vocabulary browsing.
    5
  • 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
    Hosted Streamable HTTP MCP server for Vedic astrology: panchang, kundali (birth chart), matchmaking, dashas, doshas, muhurta and 16 tools computed by a precision astronomy engine.
    17
    53
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Provides Chinese metaphysical tools (bazi, qimen, five elements) as MCP tools for AI agents to give personalized advice on timing, compatibility, and daily energy.
    5
    97
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    A traceable Chinese-history MCP server that enables querying of nine classical Chinese texts (e.g., 史记, 汉书) with citations and honest status labels. It provides four tools to search events, persons, places, and qualities, all with provenance.
    4
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Searchable atlas of 2,400 castles, fortresses and palaces worldwide, with facts from Wikidata (CC0). Tools for name search, nearby lookup by coordinates, fame ranking, per-country listings and aggregate statistics — read-only, no API key.
    7
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    License-first federated image search for AI agents and humans. Exposes MCP tools for concise, attribution-aware image discovery, license probing, and guarded downloads across open, platform, and editorial sources.
    7
    45
    3
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables LLM clients to run deterministic Korean traditional metaphysics analyses—such as Saju, Zijudoushu, and DaLiuren—by exposing read-only tools that return structured evidence, lineage, sources, and explicit handling of unknown birth times.
    9
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    Hosted MCP server for antiquarian first-edition identification and New Mexico book-donation logistics. 12 tools over a CC-BY, DOI-cited dataset of 6,700+ titles and 870 publisher conventions.
    12
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    MCP server for ai-divination-skills that provides tools for tarot draws, I Ching casts, Xiao Liu Ren casts, and Bazi chart generation, returning auditable JSON results for AI interpretation.
    5
    4
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Provides traditional Chinese astrology (Bazi, Ziwei) and divination (Liuyao, Meihua, Qimen, etc.) calculations as MCP tools for AI assistants.
    17
    230
    106
    Apache 2.0
  • 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
  • F
    license
    A
    quality
    B
    maintenance
    MCP server to access the Hungarian Electronic Library (MEK) search engines, enabling agentic tools to search and retrieve content.
    4
  • 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
    105
    31
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    40-tool colour intelligence API for AI agents. Cultural risk, archive-verified colour naming, palette generation, WCAG accessibility, material physics, ecommerce copy, and image generation briefs. 16,682+ named colours across 43 cultural archives.
    66
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Korean Saju (Four Pillars / 사주명리) birth-chart analysis — 5 free tools: chart, five elements, gyeokguk, yin-yang/climate balance, and classical yongshin candidates. Local stdio server via npx, no API key required.
    5
    66
    Apache 2.0
  • 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
    33
    1
    MIT