cmdop 0.1.10

Python SDK for CMDOP agent interaction

cmdop

Turn any machine into an API endpoint.

from cmdop import CMDOPClient

# Server in another country. Behind NAT. Behind firewall. Don't care.
with CMDOPClient.remote(api_key="cmd_xxx") as server:
    server.terminal.execute("docker restart app")
    server.files.write("/etc/nginx/sites/new.conf", config)
    logs = server.files.read("/var/log/app/error.log")

No SSH. No VPN. No open ports. No bullshit.

---

The Problem

You need to run a command on a remote server. What do you do?

Option A: SSH

→ Generate keys
→ Copy public key to server
→ Configure sshd
→ Open port 22
→ Hope firewall allows it
→ Pray NAT doesn't break it
→ paramiko/fabric in Python
→ Debug why it doesn't work

Option B: Build an API

→ Write FastAPI endpoints
→ Implement authentication
→ Get SSL certificate
→ Open ports
→ Deploy to every server
→ Maintain all of this
→ Write client code
→ Repeat for each new operation

Option C: CMDOP

server.terminal.execute("your command")

That's it.

---

How It Works

┌─────────────┐      ┌─────────────┐      ┌─────────────┐
│  Your Code  │ ──── │ Cloud Relay │ ──── │   Agent     │
│   (SDK)     │      │grpc.cmdop.com│     │  (on server)│
└─────────────┘      └─────────────┘      └─────────────┘
                            │
        Outbound only ──────┘
        No open ports
        Works through any NAT/firewall

1. Install agent on target machine
2. Agent connects outbound to cloud relay
3. Your code connects to same relay with API key
4. Commands flow through, results come back
5. Zero network configuration required

---

What Can You Do?

Terminal — full shell access:

session = server.terminal.create(shell="/bin/bash")
server.terminal.send_input(session.session_id, "kubectl get pods\n")
output = server.terminal.get_history(session.session_id)

Files — complete filesystem control:

server.files.list("/home/user")
server.files.read("/etc/nginx/nginx.conf")
server.files.write("/tmp/config.json", b'{"key": "value"}')
server.files.delete("/tmp/garbage", recursive=True)
server.files.copy("/backup/db.sql", "/restore/db.sql")

Browser — direct programmatic control (no LLM):

with server.browser.create_session() as browser:
    browser.navigate("https://example.com/login")
    browser.type("input[name='email']", "[e-mail]")
    browser.type("input[name='password']", "secret")
    browser.click("button[type='submit']")

    # Extract data with CSS selectors
    prices = browser.extract(".product-price")

    # Or regex
    emails = browser.extract_regex(r"[\w.-]+@[\w.-]+\.\w+")

    # Or run any JavaScript
    data = browser.execute_script("return window.__APP_STATE__")

AI Agents — run LLM agents with type-safe responses:

from pydantic import BaseModel

class ServerHealth(BaseModel):
    status: str
    cpu_percent: float
    memory_used_gb: float
    disk_free_gb: float
    issues: list[str]

# Run agent, get typed response
result = server.agent.run(
    prompt="Check server health and report issues",
    output_schema=ServerHealth
)
health: ServerHealth = result.output  # Fully typed!
if health.issues:
    alert(health.issues)

---

Real World

Give AI Agents Hands

from pydantic import BaseModel

class DeployResult(BaseModel):
    success: bool
    version: str
    containers_running: int
    errors: list[str]

# Agent executes commands, parses output, returns structured data
with CMDOPClient.remote(api_key=KEY) as server:
    result = server.agent.run(
        prompt="Deploy myapp:v2.1 and verify all containers are healthy",
        agent_type="terminal",
        output_schema=DeployResult
    )
    if not result.output.success:
        rollback(result.output.errors)

Deploy Without The Circus

# No Ansible. No Terraform. No YAML hell.
def deploy(version: str):
    with CMDOPClient.remote(api_key=PROD_KEY) as prod:
        prod.terminal.execute(f"docker pull myapp:{version}")
        prod.terminal.execute("docker-compose up -d")

        # Verify
        health = prod.files.read("/var/log/myapp/health.log")
        assert b"healthy" in health

Fleet Management

# Update 1000 edge devices
async def update_fleet(device_keys: list[str], new_config: bytes):
    async with asyncio.TaskGroup() as tg:
        for key in device_keys:
            tg.create_task(update_device(key, new_config))

async def update_device(key: str, config: bytes):
    async with AsyncCMDOPClient.remote(api_key=key) as device:
        await device.files.write("/etc/app/config.yml", config)
        await device.terminal.execute("systemctl restart app")

Debug Customer Issues

# Support engineer gets temporary access
def diagnose(customer_key: str):
    with CMDOPClient.remote(api_key=customer_key) as machine:
        # See what's running
        session = machine.terminal.create()
        machine.terminal.send_input(session.session_id, "ps aux\n")

        # Read their logs
        logs = machine.files.read("~/Library/Logs/MyApp/error.log")

        # Check disk space
        machine.terminal.send_input(session.session_id, "df -h\n")

Scrape Without The LLM Tax

# Direct browser control - fast, predictable, cheap
def scrape_products(url: str) -> list[dict]:
    with CMDOPClient.local() as client:
        with client.browser.create_session(headless=True) as browser:
            browser.navigate(url)

            # Wait for content to load
            browser.wait_for(".product-card", timeout_ms=10000)

            # Extract with CSS selectors
            names = browser.extract(".product-name")
            prices = browser.extract(".product-price")
            links = browser.extract(".product-link", attr="href")

            return [
                {"name": n, "price": p, "url": l}
                for n, p, l in zip(names, prices, links)
            ]

---

Installation

pip install cmdop

Quick Start

from cmdop import CMDOPClient

# Remote server via cloud relay
with CMDOPClient.remote(api_key="cmd_xxx") as client:
    result = client.files.list("/home")
    print(result.entries)

# Local agent on same machine
with CMDOPClient.local() as client:
    result = client.files.list("/home")

Async

from cmdop import AsyncCMDOPClient

async with AsyncCMDOPClient.remote(api_key="cmd_xxx") as client:
    await client.terminal.execute("echo hello")
    content = await client.files.read("/etc/hostname")

---

API

Terminal

Method	What it does
create(shell, cols, rows)	Start terminal session
send_input(id, data)	Send commands/keystrokes
get_history(id)	Get output
resize(id, cols, rows)	Resize terminal
send_signal(id, signal)	Send SIGINT/SIGTERM/etc
close(id)	End session

Files

Method	What it does
list(path)	List directory
read(path)	Read file
write(path, content)	Write file
delete(path)	Delete file/dir
copy(src, dst)	Copy
move(src, dst)	Move/rename
mkdir(path)	Create directory
info(path)	Get metadata

Agent

Method	What it does
run(prompt, output_schema=None)	Run AI agent, optionally with Pydantic model for structured output

Supported agent types: chat, terminal, command, router, planner

Structured output with Pydantic:

class MyResult(BaseModel):
    answer: str
    confidence: float

result = client.agent.run("...", output_schema=MyResult)
typed_data: MyResult = result.output  # Validated against schema

Browser

Direct browser control without LLM. Fast, predictable, cheap.

Method	What it does
create_session(headless=True)	Start browser session (returns context manager)
navigate(url)	Go to URL, returns final URL
click(selector)	Click element by CSS selector
type(selector, text)	Type into input/textarea
wait_for(selector, timeout_ms)	Wait for element to appear
extract(selector, attr=None)	Get text or attribute from elements
extract_regex(pattern)	Extract regex matches from page
get_html()	Get page HTML
get_text()	Get page text content
execute_script(js)	Run JavaScript, return result
screenshot()	Capture PNG screenshot
get_state()	Get current URL and title
set_cookies(cookies)	Set browser cookies
get_cookies()	Get all cookies

Session as context manager:

with client.browser.create_session() as browser:
    browser.navigate("https://example.com")
    data = browser.extract("h1")
# Session auto-closes

---

Security

• TLS everywhere — all traffic encrypted
• Outbound only — agent never accepts incoming connections
• API key scoping — keys bound to specific agents/teams
• No credentials on wire — no SSH keys, no passwords
• Audit logs — every action tracked

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Requirements

• Python 3.10+
• CMDOP agent running on target machine

Links

cmdop.com

License

MIT