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"Evaluating an Expo Go App and Associated React Native Code in an Android Emulator" matching MCP servers:

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    Enables AI agents to debug and repair historical Solaris/SPARC systems by providing an out-of-band control plane with guest DTrace, QEMU monitor access, SPARC-aware GDB, host eBPF/perf tracing, and an immutable evidence ledger for cross-layer hypothesis testing.
    16
    MIT
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    license
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    quality
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    maintenance
    Enables agents to launch and control interactive terminal sessions, inspecting screen text and formatting while sending keyboard and mouse input. Supports real pseudoterminals with resizing, snapshots, and session lifecycle management.
    6
    74 npm
    Apache 2.0
  • F
    license
    B
    quality
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    maintenance
    Enables an AI agent to control an Android phone over a private Tailscale network via accessibility UI automation, screenshots, gestures, notifications, clipboard, intents, SAF file access, and optional Termux/Shizuku shells without root or ADB.
    65
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    Enables Android device control via ADB and scrcpy, including device management, app management, file operations, shell commands, input simulation, screen mirroring, and UI element inspection.
    25
    34 PyPI
    Apache 2.0
  • F
    license
    B
    quality
    B
    maintenance
    Enables comprehensive Android device control over ADB, including UI automation, screen capture/recording, app management, file operations, and log/notification access, with a built-in permission system.
    71
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  • A
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    maintenance
    Android MCP — 76 ADB-based tools for device, apps, UI, logcat, emulator, files, system, and debug. Includes 7 workflow Prompts (crash investigation, ANR, battery drain).
    212 npm
    16
    MIT
  • A
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    maintenance
    An MCP server that wraps Android ADB functionality into AI assistant tools, enabling device management, shell execution, file operations, app management, media capture, and log analysis via natural language.
    22 npm
    2
    MIT
  • A
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    maintenance
    Enables full Android control from any AI agent via 7 MCP tools, including screen capture, touch interaction, app management, and system control.
    27 PyPI
    MIT
  • A
    license
    A
    quality
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    maintenance
    Secure, read-only MCP server that lets AI assistants (Claude, OpenCode, VS Code) inspect Android devices via ADB — logcat, UI hierarchy, installed packages, and allowlisted shell commands. TypeScript/Node.js.
    5
    24 npm
    1
    ISC
  • A
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    maintenance
    Embeds a self-hosted VS Code workbench in an MCP App, enabling collaborative editing, terminals, diagnostics, and commands in a shared workspace.
    71 npm
    1
    MIT
  • F
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    maintenance
    Controls Android emulators from any MCP-capable client via ADB and emulator CLI, supporting AVD management, APK operations, screen interactions, and device diagnostics.
    1
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  • A
    license
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    quality
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    An MCP server that implements Claude Code-like functionality, allowing the AI to analyze codebases, modify files, execute commands, and manage projects through direct file system interactions.
    15
    305
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    MCP server for E2B code sandbox, enabling creation, management, and execution of code in secure sandboxes using Python and shell commands.
    4
    1
    MIT
  • F
    license
    C
    quality
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    maintenance
    An MCP server that enables AI agents to execute terminal commands and Python code on the host system, leveraging Agent Zero's battle-tested implementation with session management and smart output handling.
    4
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  • A
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    Not graded
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    Enables Claude AI to run terminal commands, perform file operations, and manage git in a project directory via the Model Context Protocol.
    38
    MIT
  • A
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    Enables agent-style remote development over SSH with file operations and command execution, exposing native tools for searching, editing, and transferring files on remote machines.
    2
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    Enables AI agents to safely execute Python code and shell commands in an ephemeral, isolated scratchpad with pre-execution AST security checks, timeout enforcement, token-shielded output, and file diff tracking. It also exposes static code-security inspection to flag forbidden imports and reflective escape attempts before execution.
    1
    MIT
  • A
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    maintenance
    This server gives AI clients a persistent, isolated Linux container in which the model can run any bash command as root with internet access, install packages and start long-running processes without command filtering. Files produced inside it can be handed back to the user as signed, expiring public download links suitable for PDFs, images, audio and video.
    MIT
  • A
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    Not graded
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    B
    maintenance
    A secure, local-first MCP coding and computer-use harness for ChatGPT and Codex, enabling guarded file operations, durable terminals, Git review, local skills, and macOS computer control.
    142 npm
    MIT
  • F
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    quality
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    maintenance
    An extensible Message Communication Protocol server that provides secure code execution capabilities in isolated sandbox environments, compatible with Claude for Desktop and other MCP clients.
    17
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