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

  • adb-mcp

    iksnerd
    A
    license
    A
    quality
    A
    maintenance
    Drives an Android emulator or a physical device over adb. The agent screenshots, reads the UI hierarchy with true device-pixel coordinates, taps and types, manages app lifecycle, reads logcat, and runs Gradle builds and tests.
    78
    2
    MIT

  • outlook-local-mcp

    desek
    A
    license
    A
    quality
    A
    maintenance
    Local-first Microsoft Outlook MCP server: a single Go binary that manages calendar events and mail through the Microsoft Graph API over stdio, with tokens stored in the OS keychain and no Entra ID app registration required. Exposes four aggregate tools (calendar, mail, account, system) dispatched by an operation verb, with multi-account support and read-only and mail-gating modes.
    4
    40
    MIT

  • SuperDev

    Xsxdot
    A
    license
    C
    quality
    A
    maintenance
    SuperDev is a local-first desktop app + MCP server that gives AI coding agents (Claude Code, Codex, Cursor — anything MCP-compatible) access to the runtime: live and historical logs across services, breakpoints in already-running processes (same PID, no restart), real browser control, and DAG deploy pipelines — with human approval and an audit trail on protected writes.
    75
    1
    Apache 2.0
  • judgment-pack-runtime by Judgment-Pack

    judgment-pack-runtimeofficial

    Judgment-Pack
    A
    license
    Not graded
    quality
    A
    maintenance
    Serves offline document validation and evaluation operations of the Judgment Pack Specification to MCP clients over stdio, enabling agents to validate and evaluate JPS documents as tool calls. Supports conformance validation, experimental evaluation with disposition and error classes, and corpus testing.
    2
    Apache 2.0
  • mu by micro

    muofficial

    micro
    A
    license
    Not graded
    quality
    A
    maintenance
    Mu is an MCP server and web app that provides agents and humans access to real-world services like news, web search, mail, markets, weather, video, places, images, files, calendar, and contacts. It offers a wide range of tools and can be self-hosted or used live at micro.mu.
    336
    AGPL 3.0

  • wardline

    kabirnarang39
    A
    license
    Not graded
    quality
    A
    maintenance
    Control-plane proxy that sits in front of MCP servers, enforcing per-identity policy (YAML/OPA/Cedar), budget limits, and an audit trail on every call. Includes real-time anomaly detection that auto-blocks a compromised agent without a human in the loop.
    8
    Apache 2.0

  • tailscale-mcp-server

    pnocera
    A
    license
    Not graded
    quality
    D
    maintenance
    An MCP (Model Context Protocol) server for managing Tailscale resources using the official Tailscale Go client library v2. This server provides complete coverage of the Tailscale API with enhanced, self-descriptive tools powered by OpenAPI documentation.
    2
    MIT

  • appicon

    bolens
    A
    license
    Not graded
    quality
    A
    maintenance
    Resolves desktop and brand icons to local file paths for use in Waybar, Rofi, scripts, and AI agents via an MCP stdio server with tools for resolve, prefetch, cache, sources, packs, and overrides.
    1
    MIT

  • keyward

    arturayupov
    A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI agents to securely use API keys by storing them in an encrypted vault and injecting them on demand with user approval, without exposing the key values to the model.
    1
    MIT

  • LLM Optimizer

    jonradoff
    A
    license
    Not graded
    quality
    B
    maintenance
    LLM Optimizer is an AI visibility intelligence platform. It analyzes how large language models and AI search engines perceive, cite, and recommend brands; then provides research-backed optimization strategies to improve that visibility.
    10
    MIT

  • Grimoire

    JeremiahM37
    A
    license
    Not graded
    quality
    A
    maintenance
    A self-hosted personal context server that unifies knowledge base, retrieval, credential management, and agent memory via MCP, with a built-in notes app for human oversight.
    MIT

  • go-gerrit-mcp

    GaijinEntertainment
    A
    license
    Not graded
    quality
    A
    maintenance
    An MCP server that exposes Gerrit code review operations as capability-gated tools, enabling AI agents to search and read changes, publish comments, vote, and manage change state, with write capabilities as explicit opt-in.
    6
    MIT

  • Expose

    deadcodedump
    A
    license
    Not graded
    quality
    C
    maintenance
    Easily build MCP tools for Claude desktop app.
    132
    21
    MIT

  • Multi Database MCP Server

    FreePeak
    A
    license
    Not graded
    quality
    B
    maintenance
    The Multi DB MCP Server is a high-performance implementation of the Database Model Context Protocol designed to revolutionize how AI agents interact with databases. Currently supporting MySQL and PostgreSQL databases.
    411
    MIT