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77,271 servers. Updated
20 Best Browser Automation MCP Servers — compared and ranked, August 2026Ranked from 2,701 matching servers on stars, growth, downloads and maintenance. Updated .

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"Automating web browser searches using Chrome" matching MCP servers:

  • Drop Beacon

    direct-web
    A
    license
    A
    quality
    D
    maintenance
    MCP server for Drop Beacon (edc4me.com) — search and explore 80,000+ EDC products across 1,000+ brands. Track new drops, compare prices across retailers, check real-time stock availability, and analyze market trends for knives, flashlights, fidget toys, wallets, pens, and more.
    6
    45
    MIT

  • @themelt/mcp-server

    omer907
    A
    license
    A
    quality
    A
    maintenance
    Enables AI assistants to identify and quantify value leaks in organizations using Melt's methodology, providing structured estimates instead of generic vendor lists.
    3
    98
    MIT
  • Sunex Optics MCP Server by Sunex-AI

    Sunex Optics MCP Serverofficial

    Sunex-AI
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI assistants to search Sunex's lens and imager catalog using natural language queries. It provides tools for finding compatible lenses, sensor specifications, and product details through a public Model Context Protocol server.
    MIT
  • tuck-it by tuck-it

    tuck-itofficial

    tuck-it
    F
    license
    Not graded
    quality
    B
    maintenance
    A single source of truth for a product's state, roadmap, and deferred work, read and written equally by you and your AI agent via web dashboard and MCP.

  • idea-lab-mcp

    mordiaky
    A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server that turns your AI assistant into a structured ideation partner by generating, scoring, critiquing, and storing software ideas locally with a built-in web dashboard.
    6
    1
    PolyForm Noncommercial 1.0.0

  • dotplot-mcp

    brownglasses
    A
    license
    Not graded
    quality
    B
    maintenance
    MCP server for product analytics using dot plots to visualize individual user activity, with tools for user classification, aha moment detection, retention analysis, and generating shareable HTML reports.
    1
    MIT

  • Layntra

    lessthanno
    A
    license
    Not graded
    quality
    A
    maintenance
    MCP server that lets product managers turn ideas into editable Figma designs using natural language, with explicit planning and approval before any changes.
    2
    MIT

  • forecast-mcp

    OwnOptic
    A
    license
    Not graded
    quality
    C
    maintenance
    A Model Context Protocol server that provides Monte Carlo forecasting tools for project duration, cost, completion dates, and sensitivity analysis using three-point estimates and historical throughput.
    MIT

  • jira-mcp

    mrqwer
    F
    license
    Not graded
    quality
    C
    maintenance
    A local MCP server for Jira Server/Data Center that enables Claude and Codex to manage issues, comments, transitions, worklogs, and links through the Jira REST API v2 using Basic Auth.

  • sokrates

    aktapokus
    F
    license
    Not graded
    quality
    B
    maintenance
    Enables users to clarify vague goals through Socratic questioning and generate structured technical specifications, using a curated knowledge base and session state without external LLM APIs.
  • AIOProductOS Studio by AIOProductOS

    AIOProductOS Studioofficial

    AIOProductOS
    A
    license
    A
    quality
    B
    maintenance
    Turns your AI host into a product videographer — scripted screen recordings of your own web app with a gliding cursor, camera zooms, highlight callouts, captions, and branded transitions, plus marketing-grade screenshots. Automatic dark-frame cleanup and MP4/GIF export. Free, MIT, 100% local — no account, no API keys.
    2
    14
    162
    3
    MIT

  • PM Context MCP Server

    jackhendon
    F
    license
    A
    quality
    D
    maintenance
    A Python MCP server that gives Claude access to PM workflow data such as sprints, roadmap, blockers, and workload, using synthetic fixture data (no API keys required) and can be forked for real Linear/Jira integration.
    7