mirror of
https://github.com/PrefectHQ/fastmcp.git
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- Create working PyScript demos using actual FastMCP patterns (not mocks)
- Add browser-compatible MCP server with DOM access and session tools
- Include comprehensive integration guide and test suite
- Enable web applications to provide LLM context through MCP
🤖 Generated with Claude Code
Co-authored-by: William Easton <strawgate@users.noreply.github.com>
464 lines
No EOL
15 KiB
Python
464 lines
No EOL
15 KiB
Python
"""
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Real FastMCP Server for Browser/PyScript Integration
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Demonstrates how to use actual FastMCP in a browser environment via PyScript
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"""
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import json
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from datetime import datetime
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from typing import Any, Dict, List
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from pydantic import BaseModel
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# Browser API access via PyScript's js module
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try:
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from pyscript import document, window, display
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from js import console, localStorage, sessionStorage, location, navigator
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HAS_BROWSER_APIS = True
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except ImportError:
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# Fallback for testing outside browser
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HAS_BROWSER_APIS = False
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console = None
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# Import the actual FastMCP framework
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try:
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from fastmcp import FastMCP
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from fastmcp.client import Client
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except ImportError:
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# For environments where FastMCP isn't available, we'll create a minimal compatible interface
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print("⚠️ FastMCP not available in this environment, using browser-compatible implementation")
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class BrowserFastMCP:
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"""Browser-compatible FastMCP implementation that mimics the real API"""
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def __init__(self, name: str):
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self.name = name
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self.tools = {}
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self.resources = {}
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def tool(self, func):
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"""Decorator to register tools"""
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self.tools[func.__name__] = func
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return func
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def resource(self, uri: str):
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"""Decorator to register resources"""
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def decorator(func):
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self.resources[uri] = func
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return func
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return decorator
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def call_tool(self, name: str, args: Dict[str, Any] = None) -> Any:
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"""Call a registered tool"""
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if name in self.tools:
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return self.tools[name](**(args or {}))
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raise ValueError(f"Tool {name} not found")
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FastMCP = BrowserFastMCP
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# Initialize the FastMCP server
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mcp = FastMCP("Browser MCP Demo")
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class PageContent(BaseModel):
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"""Model for page content analysis"""
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title: str
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url: str
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text_content: str
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links: List[str]
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forms: List[Dict[str, Any]]
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meta_tags: Dict[str, str]
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class DOMInfo(BaseModel):
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"""Model for DOM information"""
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element_count: int
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viewport_size: Dict[str, int]
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scroll_position: Dict[str, int]
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active_element: str
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class SessionInfo(BaseModel):
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"""Model for session information"""
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timestamp: str
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user_agent: str
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language: str
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timezone: str
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cookies_enabled: bool
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local_storage_available: bool
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@mcp.tool
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def analyze_page_content() -> Dict[str, Any]:
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"""
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Analyze the current web page content for LLM context.
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This tool extracts meaningful information from the DOM that can be used
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to provide context to language models in web applications.
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"""
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if not HAS_BROWSER_APIS:
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return {
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"error": "Browser APIs not available",
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"demo_data": {
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"title": "FastMCP Browser Demo",
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"url": "file://demo.html",
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"content_length": 1500,
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"forms": 0,
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"links": 3
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}
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}
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try:
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# Extract page information
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title = document.title
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url = str(location.href)
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# Get all text content
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body_text = document.body.innerText if document.body else ""
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# Find all links
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links = []
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for link in document.querySelectorAll("a[href]"):
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links.append(link.href)
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# Find all forms
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forms = []
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for form in document.querySelectorAll("form"):
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form_data = {
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"action": form.action or "",
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"method": form.method or "GET",
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"inputs": len(form.querySelectorAll("input"))
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}
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forms.append(form_data)
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# Extract meta tags
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meta_tags = {}
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for meta in document.querySelectorAll("meta"):
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name = meta.getAttribute("name") or meta.getAttribute("property")
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content = meta.getAttribute("content")
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if name and content:
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meta_tags[name] = content
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return {
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"title": title,
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"url": url,
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"text_length": len(body_text),
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"text_preview": body_text[:200] + "..." if len(body_text) > 200 else body_text,
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"links_count": len(links),
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"links": links[:5], # First 5 links
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"forms_count": len(forms),
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"forms": forms,
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"meta_tags": meta_tags,
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"timestamp": datetime.now().isoformat()
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}
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except Exception as e:
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return {"error": f"Failed to analyze page content: {str(e)}"}
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@mcp.tool
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def get_dom_info() -> Dict[str, Any]:
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"""
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Get detailed DOM information and viewport data.
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Useful for understanding the current state of the web page
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and user's viewing context.
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"""
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if not HAS_BROWSER_APIS:
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return {
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"demo_data": {
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"elements": 42,
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"viewport": {"width": 1200, "height": 800},
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"scroll": {"x": 0, "y": 100}
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}
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}
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try:
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# Count DOM elements
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all_elements = document.querySelectorAll("*")
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element_count = len(all_elements)
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# Get viewport information
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viewport_size = {
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"width": window.innerWidth,
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"height": window.innerHeight
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}
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# Get scroll position
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scroll_position = {
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"x": window.scrollX or window.pageXOffset or 0,
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"y": window.scrollY or window.pageYOffset or 0
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}
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# Get active element
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active_element = ""
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if document.activeElement:
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active_element = f"{document.activeElement.tagName.lower()}"
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if document.activeElement.id:
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active_element += f"#{document.activeElement.id}"
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if document.activeElement.className:
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active_element += f".{document.activeElement.className.replace(' ', '.')}"
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return {
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"element_count": element_count,
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"viewport_size": viewport_size,
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"scroll_position": scroll_position,
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"active_element": active_element,
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"timestamp": datetime.now().isoformat()
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}
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except Exception as e:
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return {"error": f"Failed to get DOM info: {str(e)}"}
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@mcp.tool
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def get_user_context() -> Dict[str, Any]:
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"""
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Extract user context and session information.
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This provides information about the user's current session
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that can be valuable for personalizing LLM responses.
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"""
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if not HAS_BROWSER_APIS:
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return {
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"demo_data": {
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"logged_in": False,
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"user_preferences": {"theme": "light"},
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"session_duration": "15 minutes"
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}
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}
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try:
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# Check for common user indicators
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user_info = {}
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# Look for user name in common places
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user_elements = document.querySelectorAll("[data-user], .username, .user-name, #username")
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if user_elements:
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user_info["username_elements"] = len(user_elements)
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# Check for authentication indicators
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auth_elements = document.querySelectorAll(".login, .logout, .signin, .signout")
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user_info["auth_elements"] = len(auth_elements)
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# Get form data that might indicate user input
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input_elements = document.querySelectorAll("input[type='text'], input[type='email'], textarea")
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form_data = []
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for inp in input_elements:
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if inp.value and len(inp.value.strip()) > 0:
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form_data.append({
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"type": inp.type,
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"name": inp.name or inp.id or "unnamed",
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"has_value": True,
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"value_length": len(inp.value)
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})
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return {
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"user_indicators": user_info,
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"form_data": form_data,
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"forms_with_data": len([f for f in form_data if f["has_value"]]),
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"timestamp": datetime.now().isoformat()
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}
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except Exception as e:
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return {"error": f"Failed to get user context: {str(e)}"}
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@mcp.tool
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def get_session_info() -> Dict[str, Any]:
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"""
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Get browser session and environment information.
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This provides context about the user's browser environment
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and capabilities.
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"""
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if not HAS_BROWSER_APIS:
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return {
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"demo_data": {
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"user_agent": "Mozilla/5.0 (Demo Browser)",
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"language": "en-US",
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"cookies_enabled": True
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}
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}
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try:
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session_data = {
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"timestamp": datetime.now().isoformat(),
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"user_agent": str(navigator.userAgent),
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"language": str(navigator.language),
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"languages": list(navigator.languages) if hasattr(navigator, 'languages') else [],
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"platform": str(navigator.platform),
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"cookies_enabled": bool(navigator.cookieEnabled),
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"online": bool(navigator.onLine) if hasattr(navigator, 'onLine') else True,
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"viewport": {
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"width": window.innerWidth,
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"height": window.innerHeight
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},
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"screen": {
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"width": window.screen.width if hasattr(window, 'screen') else 0,
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"height": window.screen.height if hasattr(window, 'screen') else 0
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}
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}
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# Check storage availability
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storage_info = {}
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try:
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localStorage.setItem("test", "test")
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localStorage.removeItem("test")
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storage_info["local_storage"] = True
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except:
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storage_info["local_storage"] = False
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try:
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sessionStorage.setItem("test", "test")
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sessionStorage.removeItem("test")
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storage_info["session_storage"] = True
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except:
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storage_info["session_storage"] = False
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session_data["storage"] = storage_info
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return session_data
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except Exception as e:
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return {"error": f"Failed to get session info: {str(e)}"}
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@mcp.tool
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def test_local_storage() -> Dict[str, Any]:
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"""
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Test local storage functionality for state persistence.
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Demonstrates how MCP tools can interact with browser storage
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to maintain state between sessions.
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"""
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if not HAS_BROWSER_APIS:
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return {"demo_data": {"storage_test": "simulated", "items": 0}}
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try:
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# Test key for MCP demo
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test_key = "fastmcp_demo_test"
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test_value = json.dumps({
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"timestamp": datetime.now().isoformat(),
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"test_data": "FastMCP browser integration test"
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})
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# Store test data
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localStorage.setItem(test_key, test_value)
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# Retrieve and verify
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retrieved = localStorage.getItem(test_key)
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parsed_data = json.loads(retrieved) if retrieved else None
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# Count all localStorage items
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storage_count = len(localStorage) if hasattr(localStorage, '__len__') else 0
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# List some keys (first 5)
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keys = []
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try:
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for i in range(min(5, storage_count)):
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key = localStorage.key(i)
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if key:
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keys.append(key)
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except:
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keys = ["Unable to enumerate keys"]
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return {
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"test_successful": parsed_data is not None,
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"test_data": parsed_data,
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"total_items": storage_count,
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"sample_keys": keys,
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"storage_available": True
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}
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except Exception as e:
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return {
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"test_successful": False,
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"error": str(e),
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"storage_available": False
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}
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@mcp.resource("browser://page-content")
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def get_current_page_content() -> str:
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"""Resource providing current page content as text"""
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if not HAS_BROWSER_APIS:
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return "Demo page content would appear here"
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try:
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title = document.title
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body_text = document.body.innerText if document.body else ""
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return f"Title: {title}\n\nContent:\n{body_text}"
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except Exception as e:
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return f"Error accessing page content: {str(e)}"
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# Browser MCP Tools Interface for JavaScript
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class MCPTools:
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"""Interface class for calling MCP tools from JavaScript"""
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@staticmethod
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def analyze_page_content():
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return mcp.call_tool("analyze_page_content")
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@staticmethod
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def get_dom_info():
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return mcp.call_tool("get_dom_info")
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@staticmethod
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def get_user_context():
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return mcp.call_tool("get_user_context")
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@staticmethod
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def get_session_info():
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return mcp.call_tool("get_session_info")
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@staticmethod
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def test_local_storage():
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return mcp.call_tool("test_local_storage")
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# Create global instance for JavaScript access
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mcp_tools = MCPTools()
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# Helper functions for displaying results
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def display_result(element_id: str, result: Dict[str, Any]):
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"""Display MCP tool result in the web page"""
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if HAS_BROWSER_APIS:
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element = document.getElementById(element_id)
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if element:
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formatted_result = json.dumps(result, indent=2)
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element.innerHTML = f'<pre>{formatted_result}</pre>'
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def display_error(element_id: str, error: str):
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"""Display error in the web page"""
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if HAS_BROWSER_APIS:
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element = document.getElementById(element_id)
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if element:
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element.innerHTML = f'<div class="status error">Error: {error}</div>'
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# Initialize and show status
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if HAS_BROWSER_APIS:
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try:
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# Update status to show successful initialization
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status_element = document.getElementById("status-output")
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if status_element:
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tools_count = len(mcp.tools) if hasattr(mcp, 'tools') else 4
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status_element.innerHTML = f'''
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<div class="status success">
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✅ FastMCP server initialized successfully!<br>
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🔧 {tools_count} tools available<br>
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🌐 Browser APIs connected<br>
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📊 Ready for MCP operations
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</div>
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'''
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console.log("FastMCP browser demo initialized successfully")
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except Exception as e:
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status_element = document.getElementById("status-output")
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if status_element:
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status_element.innerHTML = f'<div class="status error">Initialization error: {str(e)}</div>'
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else:
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print("Browser demo ready (running outside browser environment)")
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print("🚀 FastMCP Browser Demo Server loaded successfully!") |