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How to evaluate an app in an Android emulator

View all MCP Servers

  • Why this server?

    This server enables programmatic control over Android devices through ADB, providing capabilities like screenshot capture, UI layout analysis, and package management, which can be accessed by MCP clients. This would allow evaluation by inspecting the emulator.

    Android MCP Server

    minhalvp
    -
    security
    A
    license
    -
    quality
    A server enabling programmatic control over Android devices through ADB, providing capabilities like screenshot capture, UI layout analysis, and package management that can be accessed by MCP clients like Claude Desktop.
    Last updated -
    310
    Python
    Apache 2.0
    • Apple

  • Why this server?

    While not directly related to app evaluation, this server could help manage cloud costs associated with running the emulator and related services, if applicable.

    AWS Cost Explorer MCP Server

    aarora79
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    security
    A
    license
    -
    quality
    A command-line interface and API that allows users to analyze and visualize AWS cloud spending data by enabling Claude to query AWS Cost Explorer through natural language conversations.
    Last updated -
    80
    Python
    MIT License
    • Linux
    • Apple

  • Why this server?

    This server provides isolated Docker environments for code execution, enabling users to create and manage containers, execute multi-language code, save and reproduce development environments, ensuring security and isolation. It might be useful to evaluate the app inside a sandbox environment.

    Sandbox MCP Server

    Tsuchijo
    -
    security
    F
    license
    -
    quality
    Provides isolated Docker environments for code execution, enabling users to create and manage containers, execute multi-language code, save and reproduce development environments, ensuring security and isolation.
    Last updated -
    6
    Python
    • Apple

  • Why this server?

    Enables browser automation using Python scripts, offering operations like taking webpage screenshots, retrieving HTML content, and executing JavaScript. Useful for inspecting web-based components within the Android app.

    Browser Use Server

    ztobs
    A
    security
    F
    license
    A
    quality
    Enables browser automation using Python scripts, offering operations like taking webpage screenshots, retrieving HTML content, and executing JavaScript.
    Last updated -
    4
    18
    Python
    • Linux

  • Why this server?

    Provides Google search capabilities, web content extraction, and screenshot functionality with advanced bot detection avoidance. Useful for researching aspects of the app or related technologies.

    Google Search MCP Server

    Claw256
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    security
    A
    license
    -
    quality
    Provides Google search capabilities, web content extraction, and screenshot functionality with advanced bot detection avoidance through the MCP protocol.
    Last updated -
    46
    4
    TypeScript
    MIT License
    • Apple
    • Linux

  • Why this server?

    Enables AI models to analyze webpage performance using the Google PageSpeed Insights API, providing real-time performance scores and improvement suggestions. Can be used if the app displays any web content.

    MCP Server Pagespeed

    enemyrr
    A
    security
    A
    license
    A
    quality
    Enables AI models to analyze webpage performance using the Google PageSpeed Insights API, providing real-time performance scores and improvement suggestions.
    Last updated -
    1
    7
    1
    JavaScript
    MIT License

  • Why this server?

    A Model Context Protocol tool for analyzing code repositories, performing security scans, and assessing code quality across multiple programming languages. Can be used to analyze the app's code for potential issues.

    Argus

    athapong
    -
    security
    A
    license
    -
    quality
    A Model Context Protocol tool for analyzing code repositories, performing security scans, and assessing code quality across multiple programming languages.
    Last updated -
    Python
    MIT License
    • Apple
    • Linux

  • Why this server?

    Enables interactive debugging of code (set breakpoints and evaluate expressions in stack frame), which could help during the evaluation process.

    claude-debugs-for-you

    jasonjmcghee
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    security
    A
    license
    -
    quality
    Enable Claude (or any other LLM) to interactively debug your code (set breakpoints and evaluate expressions in stack frame). It's language-agnostic, assuming debugger console support and valid launch.json for debugging in VSCode.
    Last updated -
    286
    TypeScript
    MIT License
    • Apple

  • Why this server?

    Provides cryptographic tools including key pair generation, shared secret derivation, and message encryption/decryption. Can be used to assess the app's security aspects.

    NumPy Calculator

    colesmcintosh
    -
    security
    F
    license
    -
    quality
    A Model Context Protocol (MCP) server that provides mathematical calculations and operations using NumPy, enabling users to perform numerical computations like matrix operations, statistical analysis, and polynomial fitting directly through Claude.
    Last updated -
    Python
    • Linux
    • Apple

  • Why this server?

    Provides deep source code analysis for Unreal Engine codebases. Can be used if the app utilizes Unreal Engine for its development.

    Unreal Engine Code Analyzer MCP Server

    ayeletstudioindia
    -
    security
    A
    license
    -
    quality
    Provides deep source code analysis for Unreal Engine codebases, allowing AI assistants to understand C++ class structures, search code, and analyze subsystems.
    Last updated -
    71
    TypeScript
    MIT License