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  • A
    license
    Not graded
    quality
    B
    maintenance
    Converts any Python Click or Typer CLI into an MCP server automatically — zero-code transformation that introspects CLI commands and exposes them as MCP tools.
    8
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to securely connect to and manage remote servers via SSH, with tools for running commands, file operations, log inspection, service management, and system monitoring under configurable access controls and audit logging.
    12
    5 npm
    1
    MIT
  • A
    license
    C
    quality
    B
    maintenance
    Exposes Android device automation tools to MCP clients, letting AI agents inspect UI trees, interact with elements, launch/stop apps, run shell commands, transfer files, and manage events/tasks over adb/uiautomator2 without installing anything on the device.
    60
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Complete Google Ads API v21 MCP server with 40+ fully implemented tools for campaign, ad group, keyword, extension, and portfolio bidding management, enabling AI assistants to create, optimize, and manage Google Ads campaigns through natural language commands.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables large language models to interact with ROS robots seamlessly, allowing natural language control, real-time sensor monitoring, and autonomous task execution without modifying existing robot code.
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    Universal Docker MCP server for AI assistants (Cursor, Claude Desktop). Manage Docker containers, execute commands, query databases, and handle environment configurations — all through natural language.
    10
    349 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Provides workspace-scoped file operations and command execution tools for building Cursor-style agents, along with system prompts and tool definitions for LLM integration.
    5
    38 PyPI
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables OpenAI Codex to delegate tasks to Google Antigravity CLI, running them headlessly and polling for results.
    4
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables MCP clients to run Google Antigravity CLI (agy) as durable, detached asynchronous jobs with a permission gate and broker-computed verdicts that do not trust agy's own exit code.
    9
    8 npm
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Wraps Google Antigravity CLI into 11 typed MCP tools, enabling any MCP client to invoke agy for code review, prototyping, execution, and long-running tasks.
    11
    94 PyPI
    26
    MIT