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"How to evaluate an app in an Android emulator" matching MCP servers:

  • All-in-MCP

    isomoes
    A
    license
    C
    quality
    C
    maintenance
    Enables academic research through paper search across multiple databases (IACR, CryptoBib, Crossref, Google Scholar), PDF processing, and GitHub repository browsing. Features modular architecture with FastMCP-based proxy server routing to specialized academic tools.
    7
    2
    MIT

  • veda-mcp-app

    vgeorge
    F
    license
    Not graded
    quality
    B
    maintenance
    MCP server for a VEDA STAC catalog, providing a tool to call and interactive React UI to view STAC collections.

  • state-of-ai-in-design-systems

    kaelig
    F
    license
    Not graded
    quality
    B
    maintenance
    Read-only MCP server for the July 2026 survey of AI in open-source design systems, enabling agents to query 19 systems' affordances, coercion techniques, and platform data via 9 tools, 2 resources, and 2 prompts.
    1

  • App Store MCP Server

    LaurMost
    A
    license
    A
    quality
    A
    maintenance
    An open-source MCP server for live Apple App Store competitor research, enabling AI agents to search apps, fetch metadata, compare competitors, and retrieve reviews and top charts as structured JSON.
    7
    MIT

  • App Market Intelligence MCP

    JiantaoFu
    A
    license
    A
    quality
    D
    maintenance
    An MCP server that provides comprehensive market intelligence by analyzing data from both the Apple App Store and Google Play Store, enabling users to research apps, track market trends, study competitors, and understand user feedback across mobile marketplaces.
    114
    20
    32
    24
    MIT

  • AppScope MCP Server

    Ahad690
    A
    license
    Not graded
    quality
    B
    maintenance
    Self-hosted MCP server for app market intelligence, enabling tools to query app download/revenue estimates, ad intensity proxies, creator mentions, and rank history from local collected data.
    MIT

  • Benchmark MCP Server

    dganesh5
    F
    license
    Not graded
    quality
    D
    maintenance
    An industry benchmarking tool that enables users to compare company metrics like revenue and profit against industry averages using interactive visual charts. It supports both Claude and ChatGPT across multiple transport protocols including SSE and Streamable HTTP.

  • GetABrain🧠 | Live Human-in

    Guitarmaniac24
    A
    license
    A
    quality
    C
    maintenance
    Real human judgment as agent tools -- an AI agent can ask a question and get back a structured, schema-validated JSON answer from a real quality-scored human. 16 response types (yes/no, ratings, rankings, A/B tests, sentiment, image/video/audio review, voice/video/photo capture). Fully programmatic signup with a $5 free trial credit, no card required.
    7
    120
    MIT
  • Cleanor Tools by cleanor-app

    Cleanor Toolsofficial

    cleanor-app
    A
    license
    A
    quality
    A
    maintenance
    Zero-auth hosted MCP for AI builders: optimize/convert images (WebP/AVIF/JPEG), paste-ready SVG QR codes, plus cited Cleanor Labs data on device storage capacity and next-gen image-format savings. No API key or signup.
    4
    MIT
  • decisio-mcp-server by decisio-app

    decisio-mcp-serverofficial

    decisio-app
    F
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to perform structured decision-making using the Analytic Hierarchy Process (AHP), allowing users to define criteria, compare options pairwise, and calculate ranked results with consistency validation.
    6

  • Formula One MCP Server

    Machine-To-Machine
    A
    license
    A
    quality
    C
    maintenance
    This project implements a Model Context Protocol (MCP) server providing Formula One racing data using the Python FastF1 library. Inspired by an existing TypeScript server, it offers similar F1 data functionalities natively in Python via FastF1.
    8
    2
    MIT

  • french-politics-mcp

    mael-app
    A
    license
    Not graded
    quality
    B
    maintenance
    Provides access to official 2022 French presidential election programs for five parties, retrieving exact passages with full references and without synthesis.
    Apache 2.0