Give your crew real phones.

import os

from crewai import Agent, Crew, Task
from crewai.mcp import MCPServerHTTP

API_KEY = os.environ["MOBILERUN_CLOUD_API_KEY"]

mobilerun = MCPServerHTTP(
    url="https://api.mobilerun.ai/v1/mcp",
    headers={"Authorization": f"Bearer {API_KEY}"},
    streamable=True,
)

phone_operator = Agent(
    role="Phone operator",
    goal="Complete tasks in mobile apps on real phones through mobilerun",
    backstory="You run and monitor mobilerun tasks and report the result.",
    llm="gpt-5.4",  # any tool-calling model; this one needs OPENAI_API_KEY
    mcps=[mobilerun],
)

check_devices = Task(
    description="List my mobilerun devices and say which ones are ready.",
    expected_output="A short list of devices with their state.",
    agent=phone_operator,
)

print(Crew(agents=[phone_operator], tasks=[check_devices]).kickoff())

from crewai.mcp.filters import create_static_tool_filter

mobilerun = MCPServerHTTP(
    url="https://api.mobilerun.ai/v1/mcp",
    headers={"Authorization": f"Bearer {API_KEY}"},
    streamable=True,
    tool_filter=create_static_tool_filter(
        allowed_tool_names=[
            "list_devices", "get_device", "get_device_screenshot", "run_task",
            "get_task", "list_tasks", "stop_task", "get_task_media",
        ]
    ),
)

import os

from crewai import Agent
from crewai_tools import MCPServerAdapter

API_KEY = os.environ["MOBILERUN_CLOUD_API_KEY"]

server = {
    "url": "https://api.mobilerun.ai/v1/mcp",
    # Required: the adapter defaults to SSE, which this server does not serve.
    "transport": "streamable-http",
    "headers": {"Authorization": f"Bearer {API_KEY}"},
}

with MCPServerAdapter(server) as tools:
    print(f"{len(tools)} tools:", ", ".join(t.name for t in tools))
    phone_operator = Agent(
        role="Phone operator",
        goal="Complete tasks in mobile apps on real phones through mobilerun",
        backstory="You run and monitor mobilerun tasks and report the result.",
        tools=tools,
    )