browser-use/browser_use/mcp/server.py

"""MCP Server for browser-use - exposes browser automation capabilities via Model Context Protocol.

This server provides tools for:
- Running autonomous browser tasks with an AI agent
- Direct browser control (navigation, clicking, typing, etc.)
- Content extraction from web pages
- File system operations

Usage:
    uvx browser-use --mcp

Or as an MCP server in Claude Desktop or other MCP clients:
    {
        "mcpServers": {
            "browser-use": {
                "command": "uvx",
                "args": ["browser-use[cli]", "--mcp"],
                "env": {
                    "OPENAI_API_KEY": "sk-proj-1234567890",
                }
            }
        }
    }
"""

import os
import sys

from browser_use.llm import ChatAWSBedrock

# Set environment variables BEFORE any browser_use imports to prevent early logging
os.environ['BROWSER_USE_LOGGING_LEVEL'] = 'critical'
os.environ['BROWSER_USE_SETUP_LOGGING'] = 'false'

import asyncio
import json
import logging
import time
from pathlib import Path
from typing import Any

# Configure logging for MCP mode - redirect to stderr but preserve critical diagnostics
logging.basicConfig(
	stream=sys.stderr, level=logging.WARNING, format='%(asctime)s - %(name)s - %(levelname)s - %(message)s', force=True
)

try:
	import psutil

	PSUTIL_AVAILABLE = True
except ImportError:
	PSUTIL_AVAILABLE = False

# Add browser-use to path if running from source
sys.path.insert(0, str(Path(__file__).parent.parent))

# Import and configure logging to use stderr before other imports
from browser_use.logging_config import setup_logging


def _configure_mcp_server_logging():
	"""Configure logging for MCP server mode - redirect all logs to stderr to prevent JSON RPC interference."""
	# Set environment to suppress browser-use logging during server mode
	os.environ['BROWSER_USE_LOGGING_LEVEL'] = 'warning'
	os.environ['BROWSER_USE_SETUP_LOGGING'] = 'false'  # Prevent automatic logging setup

	# Configure logging to stderr for MCP mode - preserve warnings and above for troubleshooting
	setup_logging(stream=sys.stderr, log_level='warning', force_setup=True)

	# Also configure the root logger and all existing loggers to use stderr
	logging.root.handlers = []
	stderr_handler = logging.StreamHandler(sys.stderr)
	stderr_handler.setFormatter(logging.Formatter('%(asctime)s - %(name)s - %(levelname)s - %(message)s'))
	logging.root.addHandler(stderr_handler)
	logging.root.setLevel(logging.CRITICAL)

	# Configure all existing loggers to use stderr and CRITICAL level
	for name in list(logging.root.manager.loggerDict.keys()):
		logger_obj = logging.getLogger(name)
		logger_obj.handlers = []
		logger_obj.setLevel(logging.CRITICAL)
		logger_obj.addHandler(stderr_handler)
		logger_obj.propagate = False


# Configure MCP server logging before any browser_use imports to capture early log lines
_configure_mcp_server_logging()

# Additional suppression - disable all logging completely for MCP mode
logging.disable(logging.CRITICAL)

# Import browser_use modules
from browser_use import ActionModel, Agent
from browser_use.browser import BrowserProfile, BrowserSession
from browser_use.config import get_default_llm, get_default_profile, load_browser_use_config
from browser_use.filesystem.file_system import FileSystem
from browser_use.llm.openai.chat import ChatOpenAI
from browser_use.tools.service import Tools

logger = logging.getLogger(__name__)


def _ensure_all_loggers_use_stderr():
	"""Ensure ALL loggers only output to stderr, not stdout."""
	# Get the stderr handler
	stderr_handler = None
	for handler in logging.root.handlers:
		if hasattr(handler, 'stream') and handler.stream == sys.stderr:  # type: ignore
			stderr_handler = handler
			break

	if not stderr_handler:
		stderr_handler = logging.StreamHandler(sys.stderr)
		stderr_handler.setFormatter(logging.Formatter('%(asctime)s - %(name)s - %(levelname)s - %(message)s'))

	# Configure root logger
	logging.root.handlers = [stderr_handler]
	logging.root.setLevel(logging.CRITICAL)

	# Configure all existing loggers
	for name in list(logging.root.manager.loggerDict.keys()):
		logger_obj = logging.getLogger(name)
		logger_obj.handlers = [stderr_handler]
		logger_obj.setLevel(logging.CRITICAL)
		logger_obj.propagate = False


# Ensure stderr logging after all imports
_ensure_all_loggers_use_stderr()


# Try to import MCP SDK
try:
	import mcp.server.stdio
	import mcp.types as types
	from mcp.server import NotificationOptions, Server
	from mcp.server.models import InitializationOptions

	MCP_AVAILABLE = True

	# Configure MCP SDK logging to stderr as well
	mcp_logger = logging.getLogger('mcp')
	mcp_logger.handlers = []
	mcp_logger.addHandler(logging.root.handlers[0] if logging.root.handlers else logging.StreamHandler(sys.stderr))
	mcp_logger.setLevel(logging.ERROR)
	mcp_logger.propagate = False
except ImportError:
	MCP_AVAILABLE = False
	logger.error('MCP SDK not installed. Install with: pip install mcp')
	sys.exit(1)

from browser_use.telemetry import MCPServerTelemetryEvent, ProductTelemetry
from browser_use.utils import get_browser_use_version


def get_parent_process_cmdline() -> str | None:
	"""Get the command line of all parent processes up the chain."""
	if not PSUTIL_AVAILABLE:
		return None

	try:
		cmdlines = []
		current_process = psutil.Process()
		parent = current_process.parent()

		while parent:
			try:
				cmdline = parent.cmdline()
				if cmdline:
					cmdlines.append(' '.join(cmdline))
			except (psutil.AccessDenied, psutil.NoSuchProcess):
				# Skip processes we can't access (like system processes)
				pass

			try:
				parent = parent.parent()
			except (psutil.AccessDenied, psutil.NoSuchProcess):
				# Can't go further up the chain
				break

		return ';'.join(cmdlines) if cmdlines else None
	except Exception:
		# If we can't get parent process info, just return None
		return None


class BrowserUseServer:
	"""MCP Server for browser-use capabilities."""

	def __init__(self, session_timeout_minutes: int = 10):
		# Ensure all logging goes to stderr (in case new loggers were created)
		_ensure_all_loggers_use_stderr()

		self.server = Server('browser-use')
		self.config = load_browser_use_config()
		self.agent: Agent | None = None
		self.browser_session: BrowserSession | None = None
		self.tools: Tools | None = None
		self.llm: ChatOpenAI | None = None
		self.file_system: FileSystem | None = None
		self._telemetry = ProductTelemetry()
		self._start_time = time.time()

		# Session management
		self.active_sessions: dict[str, dict[str, Any]] = {}  # session_id -> session info
		self.session_timeout_minutes = session_timeout_minutes
		self._cleanup_task: Any = None

		# Setup handlers
		self._setup_handlers()

	def _setup_handlers(self):
		"""Setup MCP server handlers."""

		@self.server.list_tools()
		async def handle_list_tools() -> list[types.Tool]:
			"""List all available browser-use tools."""
			return [
				# Agent tools
				# Direct browser control tools
				types.Tool(
					name='browser_navigate',
					description='Navigate to a URL in the browser',
					inputSchema={
						'type': 'object',
						'properties': {
							'url': {'type': 'string', 'description': 'The URL to navigate to'},
							'new_tab': {'type': 'boolean', 'description': 'Whether to open in a new tab', 'default': False},
						},
						'required': ['url'],
					},
				),
				types.Tool(
					name='browser_click',
					description='Click an element on the page by its index',
					inputSchema={
						'type': 'object',
						'properties': {
							'index': {
								'type': 'integer',
								'description': 'The index of the link or element to click (from browser_get_state)',
							},
							'new_tab': {
								'type': 'boolean',
								'description': 'Whether to open any resulting navigation in a new tab',
								'default': False,
							},
						},
						'required': ['index'],
					},
				),
				types.Tool(
					name='browser_type',
					description='Type text into an input field',
					inputSchema={
						'type': 'object',
						'properties': {
							'index': {
								'type': 'integer',
								'description': 'The index of the input element (from browser_get_state)',
							},
							'text': {'type': 'string', 'description': 'The text to type'},
						},
						'required': ['index', 'text'],
					},
				),
				types.Tool(
					name='browser_get_state',
					description='Get the current state of the page including all interactive elements',
					inputSchema={
						'type': 'object',
						'properties': {
							'include_screenshot': {
								'type': 'boolean',
								'description': 'Whether to include a screenshot of the current page',
								'default': False,
							}
						},
					},
				),
				types.Tool(
					name='browser_extract_content',
					description='Extract structured content from the current page based on a query',
					inputSchema={
						'type': 'object',
						'properties': {
							'query': {'type': 'string', 'description': 'What information to extract from the page'},
							'extract_links': {
								'type': 'boolean',
								'description': 'Whether to include links in the extraction',
								'default': False,
							},
						},
						'required': ['query'],
					},
				),
				types.Tool(
					name='browser_scroll',
					description='Scroll the page',
					inputSchema={
						'type': 'object',
						'properties': {
							'direction': {
								'type': 'string',
								'enum': ['up', 'down'],
								'description': 'Direction to scroll',
								'default': 'down',
							}
						},
					},
				),
				types.Tool(
					name='browser_go_back',
					description='Go back to the previous page',
					inputSchema={'type': 'object', 'properties': {}},
				),
				# Tab management
				types.Tool(
					name='browser_list_tabs', description='List all open tabs', inputSchema={'type': 'object', 'properties': {}}
				),
				types.Tool(
					name='browser_switch_tab',
					description='Switch to a different tab',
					inputSchema={
						'type': 'object',
						'properties': {'tab_id': {'type': 'string', 'description': '4 Character Tab ID of the tab to switch to'}},
						'required': ['tab_id'],
					},
				),
				types.Tool(
					name='browser_close_tab',
					description='Close a tab',
					inputSchema={
						'type': 'object',
						'properties': {'tab_id': {'type': 'string', 'description': '4 Character Tab ID of the tab to close'}},
						'required': ['tab_id'],
					},
				),
				# types.Tool(
				# 	name="browser_close",
				# 	description="Close the browser session",
				# 	inputSchema={
				# 		"type": "object",
				# 		"properties": {}
				# 	}
				# ),
				types.Tool(
					name='retry_with_browser_use_agent',
					description='Retry a task using the browser-use agent. Only use this as a last resort if you fail to interact with a page multiple times.',
					inputSchema={
						'type': 'object',
						'properties': {
							'task': {
								'type': 'string',
								'description': 'The high-level goal and detailed step-by-step description of the task the AI browser agent needs to attempt, along with any relevant data needed to complete the task and info about previous attempts.',
							},
							'max_steps': {
								'type': 'integer',
								'description': 'Maximum number of steps an agent can take.',
								'default': 100,
							},
							'model': {
								'type': 'string',
								'description': 'LLM model to use (e.g., gpt-4o, claude-3-opus-20240229)',
								'default': 'gpt-4o',
							},
							'allowed_domains': {
								'type': 'array',
								'items': {'type': 'string'},
								'description': 'List of domains the agent is allowed to visit (security feature)',
								'default': [],
							},
							'use_vision': {
								'type': 'boolean',
								'description': 'Whether to use vision capabilities (screenshots) for the agent',
								'default': True,
							},
						},
						'required': ['task'],
					},
				),
				# Browser session management tools
				types.Tool(
					name='browser_list_sessions',
					description='List all active browser sessions with their details and last activity time',
					inputSchema={'type': 'object', 'properties': {}},
				),
				types.Tool(
					name='browser_close_session',
					description='Close a specific browser session by its ID',
					inputSchema={
						'type': 'object',
						'properties': {
							'session_id': {
								'type': 'string',
								'description': 'The browser session ID to close (get from browser_list_sessions)',
							}
						},
						'required': ['session_id'],
					},
				),
				types.Tool(
					name='browser_close_all',
					description='Close all active browser sessions and clean up resources',
					inputSchema={'type': 'object', 'properties': {}},
				),
			]

		@self.server.list_resources()
		async def handle_list_resources() -> list[types.Resource]:
			"""List available resources (none for browser-use)."""
			return []

		@self.server.list_prompts()
		async def handle_list_prompts() -> list[types.Prompt]:
			"""List available prompts (none for browser-use)."""
			return []

		@self.server.call_tool()
		async def handle_call_tool(name: str, arguments: dict[str, Any] | None) -> list[types.TextContent]:
			"""Handle tool execution."""
			start_time = time.time()
			error_msg = None
			try:
				result = await self._execute_tool(name, arguments or {})
				return [types.TextContent(type='text', text=result)]
			except Exception as e:
				error_msg = str(e)
				logger.error(f'Tool execution failed: {e}', exc_info=True)
				return [types.TextContent(type='text', text=f'Error: {str(e)}')]
			finally:
				# Capture telemetry for tool calls
				duration = time.time() - start_time
				self._telemetry.capture(
					MCPServerTelemetryEvent(
						version=get_browser_use_version(),
						action='tool_call',
						tool_name=name,
						duration_seconds=duration,
						error_message=error_msg,
					)
				)

	async def _execute_tool(self, tool_name: str, arguments: dict[str, Any]) -> str:
		"""Execute a browser-use tool."""

		# Agent-based tools
		if tool_name == 'retry_with_browser_use_agent':
			return await self._retry_with_browser_use_agent(
				task=arguments['task'],
				max_steps=arguments.get('max_steps', 100),
				model=arguments.get('model', 'gpt-4o'),
				allowed_domains=arguments.get('allowed_domains', []),
				use_vision=arguments.get('use_vision', True),
			)

		# Browser session management tools (don't require active session)
		if tool_name == 'browser_list_sessions':
			return await self._list_sessions()

		elif tool_name == 'browser_close_session':
			return await self._close_session(arguments['session_id'])

		elif tool_name == 'browser_close_all':
			return await self._close_all_sessions()

		# Direct browser control tools (require active session)
		elif tool_name.startswith('browser_'):
			# Ensure browser session exists
			if not self.browser_session:
				await self._init_browser_session()

			if tool_name == 'browser_navigate':
				return await self._navigate(arguments['url'], arguments.get('new_tab', False))

			elif tool_name == 'browser_click':
				return await self._click(arguments['index'], arguments.get('new_tab', False))

			elif tool_name == 'browser_type':
				return await self._type_text(arguments['index'], arguments['text'])

			elif tool_name == 'browser_get_state':
				return await self._get_browser_state(arguments.get('include_screenshot', False))

			elif tool_name == 'browser_extract_content':
				return await self._extract_content(arguments['query'], arguments.get('extract_links', False))

			elif tool_name == 'browser_scroll':
				return await self._scroll(arguments.get('direction', 'down'))

			elif tool_name == 'browser_go_back':
				return await self._go_back()

			elif tool_name == 'browser_close':
				return await self._close_browser()

			elif tool_name == 'browser_list_tabs':
				return await self._list_tabs()

			elif tool_name == 'browser_switch_tab':
				return await self._switch_tab(arguments['tab_id'])

			elif tool_name == 'browser_close_tab':
				return await self._close_tab(arguments['tab_id'])

		return f'Unknown tool: {tool_name}'

	async def _init_browser_session(self, allowed_domains: list[str] | None = None, **kwargs):
		"""Initialize browser session using config"""
		if self.browser_session:
			return

		# Ensure all logging goes to stderr before browser initialization
		_ensure_all_loggers_use_stderr()

		logger.debug('Initializing browser session...')

		# Get profile config
		profile_config = get_default_profile(self.config)

		# Merge profile config with defaults and overrides
		profile_data = {
			'downloads_path': str(Path.home() / 'Downloads' / 'browser-use-mcp'),
			'wait_between_actions': 0.5,
			'keep_alive': True,
			'user_data_dir': '~/.config/browseruse/profiles/default',
			'device_scale_factor': 1.0,
			'disable_security': False,
			'headless': False,
			**profile_config,  # Config values override defaults
		}

		# Tool parameter overrides (highest priority)
		if allowed_domains is not None:
			profile_data['allowed_domains'] = allowed_domains

		# Merge any additional kwargs that are valid BrowserProfile fields
		for key, value in kwargs.items():
			profile_data[key] = value

		# Create browser profile
		profile = BrowserProfile(**profile_data)

		# Create browser session
		self.browser_session = BrowserSession(browser_profile=profile)
		await self.browser_session.start()

		# Track the session for management
		self._track_session(self.browser_session)

		# Create tools for direct actions
		self.tools = Tools()

		# Initialize LLM from config
		llm_config = get_default_llm(self.config)
		if api_key := llm_config.get('api_key'):
			self.llm = ChatOpenAI(
				model=llm_config.get('model', 'gpt-4o-mini'),
				api_key=api_key,
				temperature=llm_config.get('temperature', 0.7),
				# max_tokens=llm_config.get('max_tokens'),
			)

		# Initialize FileSystem for extraction actions
		file_system_path = profile_config.get('file_system_path', '~/.browser-use-mcp')
		self.file_system = FileSystem(base_dir=Path(file_system_path).expanduser())

		logger.debug('Browser session initialized')

	async def _retry_with_browser_use_agent(
		self,
		task: str,
		max_steps: int = 100,
		model: str = 'gpt-4o',
		allowed_domains: list[str] | None = None,
		use_vision: bool = True,
	) -> str:
		"""Run an autonomous agent task."""
		logger.debug(f'Running agent task: {task}')

		# Get LLM config
		llm_config = get_default_llm(self.config)

		# Get LLM provider
		model_provider = llm_config.get('model_provider') or os.getenv('MODEL_PROVIDER')

		# 如果model_provider不等于空，且等Bedrock
		if model_provider and model_provider.lower() == 'bedrock':
			llm_model = llm_config.get('model') or os.getenv('MODEL') or 'us.anthropic.claude-sonnet-4-20250514-v1:0'
			aws_region = llm_config.get('region') or os.getenv('REGION')
			if not aws_region:
				aws_region = 'us-east-1'
			llm = ChatAWSBedrock(
				model=llm_model,  # or any Bedrock model
				aws_region=aws_region,
				aws_sso_auth=True,
			)
		else:
			api_key = llm_config.get('api_key') or os.getenv('OPENAI_API_KEY')
			if not api_key:
				return 'Error: OPENAI_API_KEY not set in config or environment'

			# Override model if provided in tool call
			if model != llm_config.get('model', 'gpt-4o'):
				llm_model = model
			else:
				llm_model = llm_config.get('model', 'gpt-4o')

			llm = ChatOpenAI(
				model=llm_model,
				api_key=api_key,
				temperature=llm_config.get('temperature', 0.7),
			)

		# Get profile config and merge with tool parameters
		profile_config = get_default_profile(self.config)

		# Override allowed_domains if provided in tool call
		if allowed_domains is not None:
			profile_config['allowed_domains'] = allowed_domains

		# Create browser profile using config
		profile = BrowserProfile(**profile_config)

		# Create and run agent
		agent = Agent(
			task=task,
			llm=llm,
			browser_profile=profile,
			use_vision=use_vision,
		)

		try:
			history = await agent.run(max_steps=max_steps)

			# Format results
			results = []
			results.append(f'Task completed in {len(history.history)} steps')
			results.append(f'Success: {history.is_successful()}')

			# Get final result if available
			final_result = history.final_result()
			if final_result:
				results.append(f'\nFinal result:\n{final_result}')

			# Include any errors
			errors = history.errors()
			if errors:
				results.append(f'\nErrors encountered:\n{json.dumps(errors, indent=2)}')

			# Include URLs visited
			urls = history.urls()
			if urls:
				# Filter out None values and convert to strings
				valid_urls = [str(url) for url in urls if url is not None]
				if valid_urls:
					results.append(f'\nURLs visited: {", ".join(valid_urls)}')

			return '\n'.join(results)

		except Exception as e:
			logger.error(f'Agent task failed: {e}', exc_info=True)
			return f'Agent task failed: {str(e)}'
		finally:
			# Clean up
			await agent.close()

	async def _navigate(self, url: str, new_tab: bool = False) -> str:
		"""Navigate to a URL."""
		if not self.browser_session:
			return 'Error: No browser session active'

		# Update session activity
		self._update_session_activity(self.browser_session.id)

		from browser_use.browser.events import NavigateToUrlEvent

		if new_tab:
			event = self.browser_session.event_bus.dispatch(NavigateToUrlEvent(url=url, new_tab=True))
			await event
			return f'Opened new tab with URL: {url}'
		else:
			event = self.browser_session.event_bus.dispatch(NavigateToUrlEvent(url=url))
			await event
			return f'Navigated to: {url}'

	async def _click(self, index: int, new_tab: bool = False) -> str:
		"""Click an element by index."""
		if not self.browser_session:
			return 'Error: No browser session active'

		# Update session activity
		self._update_session_activity(self.browser_session.id)

		# Get the element
		element = await self.browser_session.get_dom_element_by_index(index)
		if not element:
			return f'Element with index {index} not found'

		if new_tab:
			# For links, extract href and open in new tab
			href = element.attributes.get('href')
			if href:
				# Convert relative href to absolute URL
				state = await self.browser_session.get_browser_state_summary()
				current_url = state.url
				if href.startswith('/'):
					# Relative URL - construct full URL
					from urllib.parse import urlparse

					parsed = urlparse(current_url)
					full_url = f'{parsed.scheme}://{parsed.netloc}{href}'
				else:
					full_url = href

				# Open link in new tab
				from browser_use.browser.events import NavigateToUrlEvent

				event = self.browser_session.event_bus.dispatch(NavigateToUrlEvent(url=full_url, new_tab=True))
				await event
				return f'Clicked element {index} and opened in new tab {full_url[:20]}...'
			else:
				# For non-link elements, just do a normal click
				# Opening in new tab without href is not reliably supported
				from browser_use.browser.events import ClickElementEvent

				event = self.browser_session.event_bus.dispatch(ClickElementEvent(node=element))
				await event
				return f'Clicked element {index} (new tab not supported for non-link elements)'
		else:
			# Normal click
			from browser_use.browser.events import ClickElementEvent

			event = self.browser_session.event_bus.dispatch(ClickElementEvent(node=element))
			await event
			return f'Clicked element {index}'

	async def _type_text(self, index: int, text: str) -> str:
		"""Type text into an element."""
		if not self.browser_session:
			return 'Error: No browser session active'

		element = await self.browser_session.get_dom_element_by_index(index)
		if not element:
			return f'Element with index {index} not found'

		from browser_use.browser.events import TypeTextEvent

		# Conservative heuristic to detect potentially sensitive data
		# Only flag very obvious patterns to minimize false positives
		is_potentially_sensitive = len(text) >= 6 and (
			# Email pattern: contains @ and a domain-like suffix
			('@' in text and '.' in text.split('@')[-1] if '@' in text else False)
			# Mixed alphanumeric with reasonable complexity (likely API keys/tokens)
			or (
				len(text) >= 16
				and any(char.isdigit() for char in text)
				and any(char.isalpha() for char in text)
				and any(char in '.-_' for char in text)
			)
		)

		# Use generic key names to avoid information leakage about detection patterns
		sensitive_key_name = None
		if is_potentially_sensitive:
			if '@' in text and '.' in text.split('@')[-1]:
				sensitive_key_name = 'email'
			else:
				sensitive_key_name = 'credential'

		event = self.browser_session.event_bus.dispatch(
			TypeTextEvent(node=element, text=text, is_sensitive=is_potentially_sensitive, sensitive_key_name=sensitive_key_name)
		)
		await event

		if is_potentially_sensitive:
			if sensitive_key_name:
				return f'Typed <{sensitive_key_name}> into element {index}'
			else:
				return f'Typed <sensitive> into element {index}'
		else:
			return f"Typed '{text}' into element {index}"

	async def _get_browser_state(self, include_screenshot: bool = False) -> str:
		"""Get current browser state."""
		if not self.browser_session:
			return 'Error: No browser session active'

		state = await self.browser_session.get_browser_state_summary()

		result = {
			'url': state.url,
			'title': state.title,
			'tabs': [{'url': tab.url, 'title': tab.title} for tab in state.tabs],
			'interactive_elements': [],
		}

		# Add interactive elements with their indices
		for index, element in state.dom_state.selector_map.items():
			elem_info = {
				'index': index,
				'tag': element.tag_name,
				'text': element.get_all_children_text(max_depth=2)[:100],
			}
			if element.attributes.get('placeholder'):
				elem_info['placeholder'] = element.attributes['placeholder']
			if element.attributes.get('href'):
				elem_info['href'] = element.attributes['href']
			result['interactive_elements'].append(elem_info)

		if include_screenshot and state.screenshot:
			result['screenshot'] = state.screenshot

		return json.dumps(result, indent=2)

	async def _extract_content(self, query: str, extract_links: bool = False) -> str:
		"""Extract content from current page."""
		if not self.llm:
			return 'Error: LLM not initialized (set OPENAI_API_KEY)'

		if not self.file_system:
			return 'Error: FileSystem not initialized'

		if not self.browser_session:
			return 'Error: No browser session active'

		if not self.tools:
			return 'Error: Tools not initialized'

		state = await self.browser_session.get_browser_state_summary()

		# Use the extract action
		# Create a dynamic action model that matches the tools's expectations
		from pydantic import create_model

		# Create action model dynamically
		ExtractAction = create_model(
			'ExtractAction',
			__base__=ActionModel,
			extract=dict[str, Any],
		)

		# Use model_validate because Pyright does not understand the dynamic model
		action = ExtractAction.model_validate(
			{
				'extract': {'query': query, 'extract_links': extract_links},
			}
		)
		action_result = await self.tools.act(
			action=action,
			browser_session=self.browser_session,
			page_extraction_llm=self.llm,
			file_system=self.file_system,
		)

		return action_result.extracted_content or 'No content extracted'

	async def _scroll(self, direction: str = 'down') -> str:
		"""Scroll the page."""
		if not self.browser_session:
			return 'Error: No browser session active'

		from browser_use.browser.events import ScrollEvent

		# Scroll by a standard amount (500 pixels)
		event = self.browser_session.event_bus.dispatch(
			ScrollEvent(
				direction=direction,  # type: ignore
				amount=500,
			)
		)
		await event
		return f'Scrolled {direction}'

	async def _go_back(self) -> str:
		"""Go back in browser history."""
		if not self.browser_session:
			return 'Error: No browser session active'

		from browser_use.browser.events import GoBackEvent

		event = self.browser_session.event_bus.dispatch(GoBackEvent())
		await event
		return 'Navigated back'

	async def _close_browser(self) -> str:
		"""Close the browser session."""
		if self.browser_session:
			from browser_use.browser.events import BrowserStopEvent

			event = self.browser_session.event_bus.dispatch(BrowserStopEvent())
			await event
			self.browser_session = None
			self.tools = None
			return 'Browser closed'
		return 'No browser session to close'

	async def _list_tabs(self) -> str:
		"""List all open tabs."""
		if not self.browser_session:
			return 'Error: No browser session active'

		tabs_info = await self.browser_session.get_tabs()
		tabs = []
		for i, tab in enumerate(tabs_info):
			tabs.append({'tab_id': tab.target_id[-4:], 'url': tab.url, 'title': tab.title or ''})
		return json.dumps(tabs, indent=2)

	async def _switch_tab(self, tab_id: str) -> str:
		"""Switch to a different tab."""
		if not self.browser_session:
			return 'Error: No browser session active'

		from browser_use.browser.events import SwitchTabEvent

		target_id = await self.browser_session.get_target_id_from_tab_id(tab_id)
		event = self.browser_session.event_bus.dispatch(SwitchTabEvent(target_id=target_id))
		await event
		state = await self.browser_session.get_browser_state_summary()
		return f'Switched to tab {tab_id}: {state.url}'

	async def _close_tab(self, tab_id: str) -> str:
		"""Close a specific tab."""
		if not self.browser_session:
			return 'Error: No browser session active'

		from browser_use.browser.events import CloseTabEvent

		target_id = await self.browser_session.get_target_id_from_tab_id(tab_id)
		event = self.browser_session.event_bus.dispatch(CloseTabEvent(target_id=target_id))
		await event
		current_url = await self.browser_session.get_current_page_url()
		return f'Closed tab # {tab_id}, now on {current_url}'

	def _track_session(self, session: BrowserSession) -> None:
		"""Track a browser session for management."""
		self.active_sessions[session.id] = {
			'session': session,
			'created_at': time.time(),
			'last_activity': time.time(),
			'url': getattr(session, 'current_url', None),
		}

	def _update_session_activity(self, session_id: str) -> None:
		"""Update the last activity time for a session."""
		if session_id in self.active_sessions:
			self.active_sessions[session_id]['last_activity'] = time.time()

	async def _list_sessions(self) -> str:
		"""List all active browser sessions."""
		if not self.active_sessions:
			return 'No active browser sessions'

		sessions_info = []
		for session_id, session_data in self.active_sessions.items():
			session = session_data['session']
			created_at = time.strftime('%Y-%m-%d %H:%M:%S', time.localtime(session_data['created_at']))
			last_activity = time.strftime('%Y-%m-%d %H:%M:%S', time.localtime(session_data['last_activity']))

			# Check if session is still active
			is_active = hasattr(session, 'cdp_client') and session.cdp_client is not None

			sessions_info.append(
				{
					'session_id': session_id,
					'created_at': created_at,
					'last_activity': last_activity,
					'active': is_active,
					'current_url': session_data.get('url', 'Unknown'),
					'age_minutes': (time.time() - session_data['created_at']) / 60,
				}
			)

		return json.dumps(sessions_info, indent=2)

	async def _close_session(self, session_id: str) -> str:
		"""Close a specific browser session."""
		if session_id not in self.active_sessions:
			return f'Session {session_id} not found'

		session_data = self.active_sessions[session_id]
		session = session_data['session']

		try:
			# Close the session
			if hasattr(session, 'kill'):
				await session.kill()
			elif hasattr(session, 'close'):
				await session.close()

			# Remove from tracking
			del self.active_sessions[session_id]

			# If this was the current session, clear it
			if self.browser_session and self.browser_session.id == session_id:
				self.browser_session = None
				self.tools = None

			return f'Successfully closed session {session_id}'
		except Exception as e:
			return f'Error closing session {session_id}: {str(e)}'

	async def _close_all_sessions(self) -> str:
		"""Close all active browser sessions."""
		if not self.active_sessions:
			return 'No active sessions to close'

		closed_count = 0
		errors = []

		for session_id in list(self.active_sessions.keys()):
			try:
				result = await self._close_session(session_id)
				if 'Successfully closed' in result:
					closed_count += 1
				else:
					errors.append(f'{session_id}: {result}')
			except Exception as e:
				errors.append(f'{session_id}: {str(e)}')

		# Clear current session references
		self.browser_session = None
		self.tools = None

		result = f'Closed {closed_count} sessions'
		if errors:
			result += f'. Errors: {"; ".join(errors)}'

		return result

	async def _cleanup_expired_sessions(self) -> None:
		"""Background task to clean up expired sessions."""
		current_time = time.time()
		timeout_seconds = self.session_timeout_minutes * 60

		expired_sessions = []
		for session_id, session_data in self.active_sessions.items():
			last_activity = session_data['last_activity']
			if current_time - last_activity > timeout_seconds:
				expired_sessions.append(session_id)

		for session_id in expired_sessions:
			try:
				await self._close_session(session_id)
				logger.info(f'Auto-closed expired session {session_id}')
			except Exception as e:
				logger.error(f'Error auto-closing session {session_id}: {e}')

	async def _start_cleanup_task(self) -> None:
		"""Start the background cleanup task."""

		async def cleanup_loop():
			while True:
				try:
					await self._cleanup_expired_sessions()
					# Check every 2 minutes
					await asyncio.sleep(120)
				except Exception as e:
					logger.error(f'Error in cleanup task: {e}')
					await asyncio.sleep(120)

		self._cleanup_task = asyncio.create_task(cleanup_loop())

	async def run(self):
		"""Run the MCP server."""
		# Start the cleanup task
		await self._start_cleanup_task()

		async with mcp.server.stdio.stdio_server() as (read_stream, write_stream):
			await self.server.run(
				read_stream,
				write_stream,
				InitializationOptions(
					server_name='browser-use',
					server_version='0.1.0',
					capabilities=self.server.get_capabilities(
						notification_options=NotificationOptions(),
						experimental_capabilities={},
					),
				),
			)


async def main(session_timeout_minutes: int = 10):
	if not MCP_AVAILABLE:
		print('MCP SDK is required. Install with: pip install mcp', file=sys.stderr)
		sys.exit(1)

	server = BrowserUseServer(session_timeout_minutes=session_timeout_minutes)
	server._telemetry.capture(
		MCPServerTelemetryEvent(
			version=get_browser_use_version(),
			action='start',
			parent_process_cmdline=get_parent_process_cmdline(),
		)
	)

	try:
		await server.run()
	finally:
		duration = time.time() - server._start_time
		server._telemetry.capture(
			MCPServerTelemetryEvent(
				version=get_browser_use_version(),
				action='stop',
				duration_seconds=duration,
				parent_process_cmdline=get_parent_process_cmdline(),
			)
		)
		server._telemetry.flush()


if __name__ == '__main__':
	asyncio.run(main())