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20 Best Browser Automation MCP Servers: compared and ranked, October 2026Ranked from 3,477 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
    Not graded
    quality
    D
    maintenance
    Provides a comprehensive robotics information hub with details on frameworks like ROS and Gazebo, robot types, and curated learning resources. It enables AI assistants to access offline robotics documentation and development roadmaps without external API dependencies.
    MIT
  • A
    license
    Not graded
    quality
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    maintenance
    Provides programmatic access to the Turkish Ministry of Justice Legislation Information System (mevzuat.gov.tr). It enables searching for legislation, navigating hierarchical article structures, and retrieving article content in Markdown format.
    1
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables interaction with 0G.AI decentralized infrastructure including documentation access, storage operations (file upload/download, key-value store), and AI service discovery on the 0G Compute Network with TEE verification and pricing information.
    3
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Provides AI assistants with comprehensive access to Material UI documentation, component details, and setup guides for building React applications. It enables searching through 50+ components and provides structured information on imports, customization, and best practices.
    2
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  • F
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that provides AI tools with access to Rust documentation from docs.rs, enabling search for crates, documentation, type information, feature flags, version information, and source code.
    33
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  • A
    license
    A
    quality
    B
    maintenance
    Enables searching and reading AVEVA Customer Support Portal knowledge base articles, including tech notes, known issues, and error-message diagnostics, to ground AI answers in support content not found in public documentation.
    3
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Provides AI assistants with current Ionic Framework v9 and v8 documentation, including component API references, usage examples for Angular, React, Vue, and vanilla JavaScript, and Ionic blog posts. Enables searching docs, reading pages, listing components, retrieving usage examples, and listing blog posts.
    5
    38 npm
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Convert PDF, DOCX, HTML, and URLs into clean, LLM-ready markdown with tables preserved and boilerplate stripped, through three MCP tools (URL, local file, or raw bytes). Hosted API with no local dependencies; 50 free conversions with a self-serve key, then $0.002 per call.
    3
    380 npm
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    A read-only MCP server for ServiceNow that provides deep visibility across multiple instances via query, schema inspection, identity, workflow, and code search tools.
    1
    32 npm
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  • A
    license
    A
    quality
    B
    maintenance
    An MCP server that lets AI agents search and read documentation built with Verso, Lean's documentation authoring tool, by providing tools like search and fetch_page over configured documentation sites.
    4
    17 PyPI
    1
    Apache 2.0