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113,084 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, October 2026Ranked from 4,794 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
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    A Model Context Protocol server that renders Apache ECharts options to SVG, enabling AI agents to generate deterministic charts server-side without a browser.
    3
    6 npm
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    MCP server for rendering 35+ diagram types — sequence, flowchart, ER, C4, gantt, mindmap, infra, and more — to SVG/PNG with browser preview. Local rendering with palette/theme support and shareable diagrammo.app URLs.
    14
    903 npm
    3
    MIT
  • A
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    A
    quality
    A
    maintenance
    Enables MCP clients to teach on a view-only local browser chalkboard by drawing equations, plots, molecules, diagrams, and science illustrations step by step, with snapshots and saved lessons.
    7
    338 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Gives terminal coding agents a local browser canvas for rendering charts, tables, metrics, markdown, live widgets and sandboxed MCP App UIs that would otherwise reach them as raw JSON. Lets agents pose blocking visual multiple-choice questions and read back the user's clicks, selections and an animated architecture map of file activity.
    8
    33 npm
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that enables LLMs to create and open diagrams in draw.io using XML, Mermaid, or CSV formats, by building a URL with compressed content and opening it in the browser.
    3
    91 npm
    MIT
  • A
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    A
    quality
    A
    maintenance
    Your coding agent answers with dashboards, not paragraphs. An MCP server for Claude Code, Codex, Cursor, Gemini CLI and more: charts and tables from read-only SQL on Postgres, SQLite, Excel or CSV, in your browser, your app or a terminal pane. 2.7× cheaper than Claude Code making the charts itself.
    8
    5
    MIT
  • A
    license
    B
    quality
    A
    maintenance
    A local-first MCP server providing market data, deterministic technical analysis, chart rendering, and optional TradingView Supercharts browser workflows via stdio and a loopback REST API.
    38
    3
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    Converts Mermaid flowchart syntax or a plain indented outline into a shareable diagram link and an editable board in a browser-based editor, returning read-only and editable URLs plus node and connection counts. Also lists built-in templates such as swimlane, decision tree, org chart, network, and mind map diagrams.
    MIT
  • A
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    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.
    31 npm
    6
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables users to generate printable 3D map models of any place on Earth from open data, including terrain, buildings, trees, water, roads, and fields, with options for tiles, colors, and browser previews via MCP tools.
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Deterministic chart engine for AI agents. A small JSON spec renders locally to PNG or SVG with no headless browser. 47 chart types, tiled dashboards and 8 scientific plots (Kaplan-Meier, volcano, Bland-Altman, Q-Q).
    1
    AGPL 3.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables interactive glacier mapping by rendering GeoTIFFs in a browser map where users can draw and edit polygons, while AI agents access and manipulate every vertex through MCP tools. Supports exporting the resulting geometry to shapefile.
    MIT
  • A
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    Not graded
    quality
    A
    maintenance
    Headless MCP server for Metabase: 161 tools for queries, dashboards, admin and more. Plain API-key auth with no OAuth or browser, stdio or HTTP, works on any Metabase version and tier.
    47,629 npm
    MIT