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79,030 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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"Testing Web App Code Changes in Browser Using LLM for Console Logs" matching MCP servers:

  • booking-mcp-app

    dragoscocs
    F
    license
    Not graded
    quality
    C
    maintenance
    Exposes court-availability data as a read-only panel rendered in MCP hosts (Claude Desktop, VS Code, test host) via a UI resource.

  • llm-chess-mcp

    prepaser
    A
    license
    A
    quality
    B
    maintenance
    MCP chess runtime that lets LLMs play, analyze, and adapt strength by exposing Stockfish, human move likelihood (Maia3), and Lichess statistics, with the LLM handling strategy and the server handling computation.
    13
    363
    AGPL 3.0

  • PeakWindow MCP App

    ByteOverDev
    A
    license
    Not graded
    quality
    B
    maintenance
    An MCP server that analyzes upcoming weather at alpine peaks and trailheads worldwide, ranking the best windows for climbing and ascent using high-resolution forecast models.
    50
    3
    MIT

  • Dappier MCP Server

    Cometdev312
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables fast real-time web search and access to premium data from trusted sources including news, financial markets, sports, and more. Supports AI agents with live data and curated content from various domains.
    11
    MIT

  • Turnale

    turnale-app
    A
    license
    Not graded
    quality
    C
    maintenance
    Tournament software for tennis, padel, pickleball and more: fair draws, live standings, scores and dropout handling.
    MIT

  • euroleague-open-data

    McNews11
    A
    license
    A
    quality
    B
    maintenance
    An MCP server that lets an LLM query a DuckDB warehouse of EuroLeague and EuroCup basketball data in natural language, offering tools for player and team stats, shot charts, boxscores, and fantasy draft analysis without contacting upstream APIs.
    13
    MIT

  • aria-mcp-football

    kimhjort
    A
    license
    A
    quality
    C
    maintenance
    Tells you when your favourite football teams play and where to watch in Denmark, using data from TheSportsDB.com and built-in Danish broadcast hints.
    4
    MIT

  • matchday-mcp

    mgphp
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables fetching football fixtures, match details, league tables, and squad information from the matchday app through natural language.
    11
    MIT

  • MCP Partidos de Fútbol

    davise070893
    A
    license
    Not graded
    quality
    D
    maintenance
    A Python-based MCP server that extracts football match data from multiple global sources like ESPN and BBC Sport using intelligent web scraping. It enables AI assistants to retrieve scheduled matches, real-time scores, and broadcasting details with advanced filtering for high-profile games.
    MIT

  • strava-mcp-bridge

    millerchou
    A
    license
    Not graded
    quality
    A
    maintenance
    Bridges local stdio MCP clients like Codex and OpenCode to Strava's official MCP endpoint, enabling Strava data access via imported OAuth credentials from Claude Code without a developer app.
    22
    MIT

  • GeoGuessr MCP Server

    NyxiumYuuki
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables analysis of GeoGuessr game statistics, performance tracking, and strategy recommendations with automatic API monitoring and multi-user support. Features dynamic schema adaptation to handle GeoGuessr API changes automatically.
    2
    MIT

  • SF Tennis Court Booking via

    elizabethsiegle
    F
    license
    Not graded
    quality
    D
    maintenance
    Automates tennis court bookings on San Francisco Recreation websites using browser automation, with tools to check availability, initiate booking with SMS verification, and complete bookings.
    9

  • TrailSmith

    mashta-lilia
    F
    license
    Not graded
    quality
    B
    maintenance
    An MCP server providing domain tools for validating, risk-assessing, and replanning multi-day hiking itineraries in the Chornohora range using curated trail data.

  • FFBB MCP Server

    nickdesi
    A
    license
    A
    quality
    A
    maintenance
    Provides access to real-time data from the French Basketball Federation (FFBB), including live scores, standings, and competition details. It allows users to search for clubs, matches, and venues using natural language without requiring an API key.
    6
    12
    2
    Apache 2.0

  • startgg-mcp-server

    tomo789
    A
    license
    A
    quality
    C
    maintenance
    Enables MCP clients to discover tournaments, inspect events, entrants, sets, standings, and streams for any game on start.gg using natural language.
    15
    MIT

  • livefpl-mcp

    Nanparam
    A
    license
    A
    quality
    C
    maintenance
    Exposes Fantasy Premier League player price predictions, live league standings, and transfer trend data via MCP tools, using LiveFPL's public endpoints without authentication.
    9
    MIT