LangChain agents on real phones.

import asyncio
import os

from langchain.agents import create_agent
from langchain_mcp_adapters.client import MultiServerMCPClient

API_KEY = os.environ["MOBILERUN_CLOUD_API_KEY"]

client = MultiServerMCPClient(
    {
        "mobilerun": {
            "transport": "streamable_http",
            "url": "https://api.mobilerun.ai/v1/mcp",
            "headers": {"Authorization": f"Bearer {API_KEY}"},
        }
    }
)


async def main():
    tools = await client.get_tools()
    print(f"{len(tools)} tools:", ", ".join(t.name for t in tools))

    # Any tool-calling chat model works. This one needs OPENAI_API_KEY.
    agent = create_agent("openai:gpt-5.4", tools)
    question = "List my mobilerun devices and say which are ready."
    result = await agent.ainvoke(
        {"messages": [{"role": "user", "content": question}]}
    )
    print(result["messages"][-1].content)


asyncio.run(main())

STARTER_TOOLS = {
    "list_devices", "get_device", "get_device_screenshot", "run_task",
    "get_task", "list_tasks", "stop_task", "get_task_media",
}

tools = [t for t in await client.get_tools() if t.name in STARTER_TOOLS]
agent = create_agent("openai:gpt-5.4", tools)