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78,992 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:

  • 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

  • WG-Console-MCP-server

    lHyperionl
    A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI assistants to access live Wargaming API data for World of Tanks Console, allowing queries about players, clans, vehicles, and tank comparisons.
    16
    ISC

  • meridian59-llm-bot

    cpappas213
    A
    license
    Not graded
    quality
    B
    maintenance
    Provides MCP supervision and knowledge tools for controlling an LLM-driven Meridian 59 character, enabling durable goal management, persona configuration, and audited gameplay.
    MIT

  • llm-battle-mcp

    kenta8813
    F
    license
    Not graded
    quality
    D
    maintenance
    Enables LLMs to autonomously create characters, join matchmaking, and battle other LLMs in a turn-based game using 7 tools for status, abilities, and actions.

  • eco-mcp-app

    coilyco-flight-deck
    A
    license
    A
    quality
    F
    maintenance
    An MCP server that provides live status updates for the Eco via Sirens game server, displaying meteor countdowns, player statistics, and world information directly within Claude Desktop. It also serves as a minimal reference implementation for building MCP Apps in Python without complex tooling.
    1
    1
    MIT

  • EVE ESI LLM Bridge

    4i7
    A
    license
    Not graded
    quality
    C
    maintenance
    MCP server that connects EVE Online's ESI API to LLM clients, enabling reading private and public EVE data, resolving names and IDs, and optionally executing a small allowlist of write actions.
    MIT

  • 魂斗罗 MCP Demo

    code-cheers
    F
    license
    Not graded
    quality
    D
    maintenance
    Enables creating a Contra-style game session that can be played inline in MCP-compatible clients or via a browser fallback URL.
    5

  • Elite Dangerous Local AI Tie

    GWLlosa
    A
    license
    Not graded
    quality
    D
    maintenance
    This MCP server provides real-time integration between Elite Dangerous and Claude Desktop, enabling AI-powered analysis of your gameplay data and dynamic generation of EDCoPilot custom content.
    1
    MIT

  • canvas3d-mcp

    eduardosm123
    F
    license
    A
    quality
    B
    maintenance
    Enables AI agents to create, render, and validate 3D scenes, 2D art, and games in HTML canvas using Three.js, WebGL, or Canvas 2D, with multi-angle screenshots, structured validation reports, and interactive playtesting.
    5

  • Flappy Bird MCP App

    sin4ch
    F
    license
    Not graded
    quality
    D
    maintenance
    Provides a fully playable Flappy Bird game that runs inline within AI chat clients. It enables users to launch the game, submit scores, and track session high scores using Model Context Protocol tools.
    1

  • Minehut MCP

    Tobralla
    F
    license
    A
    quality
    B
    maintenance
    MCP server that lets AI agents fully manage Minehut Minecraft servers via Playwright browser automation and REST API tools, including server control, console commands, logs, and UI interactions.
    19

  • Minecraft Server MCP

    Ver-zhzh
    A
    license
    B
    quality
    D
    maintenance
    Enables AI assistants to interact with and manage Minecraft servers through a standardized interface, supporting server monitoring, player management, log analysis, and command execution.
    11
    MIT

  • Destiny MCP

    8z2wz746tv-png
    F
    license
    B
    quality
    C
    maintenance
    Enables AI to manage Destiny 2 gear, weapons, and loadouts through MCP clients, with tools for player profiles, inventory, builds, and activities.
    8

  • Pokémon MCP

    omy13
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables querying Pokémon data from PokéAPI, including listing Pokémon, fetching details by name or ID, and getting type matchups.
    17
    ISC