File size: 16,658 Bytes
b25ab31 c75749c b25ab31 c75749c b25ab31 c75749c b25ab31 c75749c b25ab31 c75749c b25ab31 c75749c b25ab31 c75749c b25ab31 c75749c b25ab31 c75749c b25ab31 c75749c b25ab31 c75749c b25ab31 c75749c b25ab31 c75749c b25ab31 c75749c b25ab31 c75749c b25ab31 c75749c b25ab31 c75749c b25ab31 c75749c b25ab31 c75749c b25ab31 c75749c b25ab31 c75749c b25ab31 c75749c b25ab31 c75749c b25ab31 c75749c b25ab31 c75749c b25ab31 c75749c b25ab31 c75749c b25ab31 c75749c b25ab31 c75749c b25ab31 c75749c b25ab31 c75749c b25ab31 c75749c b25ab31 c75749c b25ab31 c75749c b25ab31 c75749c b25ab31 c75749c b25ab31 c75749c b25ab31 c75749c b25ab31 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 | import os
import sys
import json
import asyncio
import logging
import base64
from typing import Any, AsyncGenerator
from contextlib import asynccontextmanager
from bs4 import BeautifulSoup
import httpx
import trafilatura
from lxml_html_clean import Cleaner
import markdownify
from duckduckgo_search import DDGS
from patchright.async_api import async_playwright, Browser, BrowserContext, Page
from mcp.server.fastmcp import FastMCP
try:
from mcp.server.transport_security import TransportSecuritySettings
security_settings = TransportSecuritySettings(
enable_dns_rebinding_protection=False,
allowed_hosts=["*"]
)
except ImportError:
security_settings = None
from starlette.applications import Starlette
from starlette.routing import Route, Mount
from starlette.responses import JSONResponse
import uvicorn
# ==========================================
# 1. Logging & Configuration
# ==========================================
logging.basicConfig(
level=logging.INFO,
format="%(asctime)s [%(levelname)s] %(name)s: %(message)s",
handlers=[logging.StreamHandler(sys.stdout)]
)
logger = logging.getLogger("mcp_server")
PORT = int(os.getenv("PORT", 7860))
HOST = "0.0.0.0"
MAX_CONCURRENT_BROWSERS = 4
MAX_RECYCLE_REQUESTS = 100
MAX_CONTENT_CHARS = 100_000
HTTP_TIMEOUT_SEC = 12.0
BROWSER_TIMEOUT_MS = 30000
# ==========================================
# 2. Browser Pool
# ==========================================
class StealthBrowserPool:
def __init__(self):
self._playwright = None
self._browser: Browser | None = None
self._semaphore = asyncio.Semaphore(MAX_CONCURRENT_BROWSERS)
self._request_counter = 0
self._lock = asyncio.Lock()
async def get_browser(self) -> Browser:
async with self._lock:
if not self._playwright:
self._playwright = await async_playwright().start()
if not self._browser or not self._browser.is_connected():
logger.info("Initializing Chromium Stealth instance...")
self._browser = await self._playwright.chromium.launch(
headless=True,
args=[
"--no-sandbox",
"--disable-setuid-sandbox",
"--disable-dev-shm-usage",
"--disable-gpu",
"--disable-blink-features=AutomationControlled",
"--no-first-run",
"--window-size=1920,1080"
]
)
self._request_counter = 0
return self._browser
async def _check_recycle(self):
async with self._lock:
self._request_counter += 1
if self._request_counter >= MAX_RECYCLE_REQUESTS:
if self._browser:
try:
await self._browser.close()
except Exception:
pass
self._browser = None
@asynccontextmanager
async def get_page(self) -> AsyncGenerator[Page, None]:
await self._semaphore.acquire()
context: BrowserContext | None = None
page: Page | None = None
try:
browser = await self.get_browser()
context = await browser.new_context(
viewport={"width": 1920, "height": 1080},
user_agent=(
"Mozilla/5.0 (Windows NT 10.0; Win64; x64) "
"AppleWebKit/537.36 (KHTML, like Gecko) "
"Chrome/131.0.0.0 Safari/537.36"
),
locale="en-US",
timezone_id="America/New_York"
)
await context.add_init_script("""
Object.defineProperty(navigator, 'webdriver', { get: () => undefined });
Object.defineProperty(navigator, 'plugins', { get: () => [1, 2, 3, 4, 5] });
Object.defineProperty(navigator, 'languages', { get: () => ['en-US', 'en'] });
window.chrome = { runtime: {} };
""")
page = await context.new_page()
page.set_default_navigation_timeout(BROWSER_TIMEOUT_MS)
page.set_default_timeout(BROWSER_TIMEOUT_MS)
yield page
finally:
if page:
try:
await page.close()
except Exception:
pass
if context:
try:
await context.close()
except Exception:
pass
self._semaphore.release()
await self._check_recycle()
browser_pool = StealthBrowserPool()
# ==========================================
# 3. Content Extraction Pipeline
# ==========================================
def clean_html(raw_html: str) -> str:
cleaner = Cleaner(
scripts=True, javascript=True, comments=True, style=True,
links=False, meta=False, page_structure=False, safe_attrs_only=False
)
return cleaner.clean_html(raw_html)
def extract_content(html: str, url: str = "") -> dict[str, Any]:
extracted = trafilatura.extract(
html,
url=url,
include_links=True,
include_images=True,
output_format="markdown"
)
metadata = trafilatura.extract_metadata(html) or {}
meta_dict = {
"title": getattr(metadata, "title", "") or "",
"author": getattr(metadata, "author", "") or "",
"date": getattr(metadata, "date", "") or "",
"description": getattr(metadata, "description", "") or "",
}
if not extracted or len(extracted.strip()) < 100:
cleaned = clean_html(html)
soup = BeautifulSoup(cleaned, "html.parser")
for tag in soup(["nav", "footer", "aside", "header", "script", "style", "noscript"]):
tag.decompose()
if not meta_dict["title"] and soup.title:
meta_dict["title"] = soup.title.string or ""
extracted = markdownify.markdownify(str(soup), heading_style="ATX", strip=["svg"])
if len(extracted) > MAX_CONTENT_CHARS:
extracted = extracted[:MAX_CONTENT_CHARS] + f"\n\n... [Truncated: reached {MAX_CONTENT_CHARS} limit]"
return {"content": extracted.strip(), "metadata": meta_dict}
def extract_json_ld(html: str) -> list[dict]:
soup = BeautifulSoup(html, "html.parser")
schemas = []
for script in soup.find_all("script", type="application/ld+json"):
try:
if script.string:
data = json.loads(script.string.strip())
schemas.append(data)
except Exception:
continue
return schemas
# ==========================================
# 4. Hybrid Scraping Core
# ==========================================
FAST_HEADERS = {
"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/131.0.0.0 Safari/537.36",
"Accept": "text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8",
"Accept-Language": "en-US,en;q=0.9",
}
async def dismiss_popups(page: Page):
selectors = [
'button[id*="cookie" i]', 'button[class*="cookie" i]', 'button[aria-label*="accept" i]',
'button:has-text("Accept all")', 'button:has-text("Accept")', 'button:has-text("I agree")', 'button:has-text("Got it")'
]
for sel in selectors:
try:
elem = await page.query_selector(sel)
if elem and await elem.is_visible():
await elem.click(timeout=800)
await asyncio.sleep(0.2)
break
except Exception:
continue
async def scrape_pipeline(url: str, force_browser: bool = False, auto_scroll: bool = True, wait_for_selector: str | None = None) -> dict:
if not force_browser:
try:
async with httpx.AsyncClient(http2=True, timeout=HTTP_TIMEOUT_SEC, follow_redirects=True, headers=FAST_HEADERS) as client:
resp = await client.get(url)
if resp.status_code == 200:
html = resp.text
if not any(s in html.lower() for s in ["cf-challenge", "ray-id", "just a moment..."]):
parsed = extract_content(html, url=url)
if len(parsed["content"]) >= 150:
return {
"url": str(resp.url),
"status": 200,
"engine": "fast-http",
"content": parsed["content"],
"metadata": parsed["metadata"]
}
except Exception:
pass
async with browser_pool.get_page() as page:
await page.goto(url, wait_until="domcontentloaded")
try:
cf_frame = await page.query_selector("iframe[src*='challenges.cloudflare.com']")
if cf_frame:
box = await cf_frame.bounding_box()
if box:
await page.mouse.click(box["x"] + box["width"] / 2, box["y"] + box["height"] / 2)
await asyncio.sleep(2.0)
except Exception:
pass
await dismiss_popups(page)
if wait_for_selector:
try:
await page.wait_for_selector(wait_for_selector, state="visible", timeout=8000)
except Exception:
pass
if auto_scroll:
for _ in range(4):
await page.mouse.wheel(0, 1000)
await asyncio.sleep(0.3)
await asyncio.sleep(0.5)
html = await page.content()
final_url = page.url
title = await page.title()
parsed = extract_content(html, url=final_url)
if not parsed["metadata"].get("title"):
parsed["metadata"]["title"] = title
return {
"url": final_url,
"status": 200,
"engine": "patchright-stealth",
"content": parsed["content"],
"metadata": parsed["metadata"]
}
# ==========================================
# 5. MCP Server & Tool Definitions
# ==========================================
# Initialize FastMCP with transport_security disabled for public cloud proxying
if security_settings:
mcp = FastMCP("WebScraper", host=HOST, transport_security=security_settings)
else:
mcp = FastMCP("WebScraper", host=HOST)
@mcp.tool(
name="scrape_url",
description="Scrapes cleaned Markdown content and metadata from any URL."
)
async def scrape_url(url: str, force_browser: bool = False, auto_scroll: bool = True, wait_for_selector: str | None = None) -> dict:
return await scrape_pipeline(url, force_browser, auto_scroll, wait_for_selector)
@mcp.tool(
name="search_and_scrape",
description="Searches DuckDuckGo and concurrently extracts content from top results."
)
async def search_and_scrape(query: str, max_results: int = 3) -> dict:
max_results = min(max(1, max_results), 5)
loop = asyncio.get_running_loop()
def _search():
with DDGS() as ddgs:
return list(ddgs.text(query, max_results=max_results))
results = await loop.run_in_executor(None, _search)
if not results:
return {"query": query, "results": []}
tasks = [scrape_pipeline(res["href"], force_browser=False, auto_scroll=False) for res in results]
scraped_payloads = await asyncio.gather(*tasks, return_exceptions=True)
enriched = []
for meta, payload in zip(results, scraped_payloads):
if isinstance(payload, dict):
enriched.append({
"title": meta.get("title", ""),
"url": meta.get("href", ""),
"snippet": meta.get("body", ""),
"content": payload.get("content", "")
})
else:
enriched.append({
"title": meta.get("title", ""),
"url": meta.get("href", ""),
"snippet": meta.get("body", ""),
"content": f"[Error: {str(payload)}]"
})
return {"query": query, "results": enriched}
@mcp.tool(
name="take_screenshot",
description="Takes a full-page or viewport screenshot of a webpage as Base64 PNG."
)
async def take_screenshot(url: str, full_page: bool = True, wait_seconds: float = 1.0) -> dict:
async with browser_pool.get_page() as page:
await page.goto(url, wait_until="networkidle")
if wait_seconds > 0:
await asyncio.sleep(min(wait_seconds, 10.0))
screenshot_bytes = await page.screenshot(full_page=full_page, type="png")
b64 = base64.b64encode(screenshot_bytes).decode("utf-8")
return {
"url": page.url,
"title": await page.title(),
"format": "image/png;base64",
"base64_image": b64
}
@mcp.tool(
name="interact_page",
description="Executes a list of browser actions (click, type, press, wait, evaluate)."
)
async def interact_page(url: str, actions: list[dict[str, Any]], extract_markdown: bool = True) -> dict:
async with browser_pool.get_page() as page:
await page.goto(url, wait_until="domcontentloaded")
logs = []
for idx, act in enumerate(actions):
act_type = act.get("type", "").lower()
try:
if act_type == "click":
sel = act["selector"]
await page.click(sel, timeout=6000)
logs.append(f"[{idx}] Clicked '{sel}'")
elif act_type == "type":
sel = act["selector"]
txt = act["text"]
await page.fill(sel, txt, timeout=6000)
logs.append(f"[{idx}] Typed into '{sel}'")
elif act_type == "press":
k = act["key"]
await page.keyboard.press(k)
logs.append(f"[{idx}] Pressed '{k}'")
elif act_type == "wait":
s = min(float(act.get("seconds", 1.0)), 15.0)
await asyncio.sleep(s)
logs.append(f"[{idx}] Waited {s}s")
elif act_type == "evaluate":
res = await page.evaluate(act["script"])
logs.append(f"[{idx}] Evaluated script -> {res}")
except Exception as e:
logs.append(f"[{idx}] Failed: {str(e)}")
html = await page.content()
final_url = page.url
res = {"final_url": final_url, "logs": logs}
if extract_markdown:
parsed = extract_content(html, url=final_url)
res["content"] = parsed["content"]
res["metadata"] = parsed["metadata"]
return res
@mcp.tool(
name="extract_structured_data",
description="Parses structured JSON-LD schemas and arbitrary CSS selector targets."
)
async def extract_structured_data(url: str, css_selectors: dict[str, str] | None = None) -> dict:
async with browser_pool.get_page() as page:
await page.goto(url, wait_until="domcontentloaded")
html = await page.content()
soup = BeautifulSoup(html, "html.parser")
custom_data = {}
if css_selectors:
for k, sel in css_selectors.items():
elements = soup.select(sel)
custom_data[k] = [el.get_text(strip=True) for el in elements]
return {
"url": url,
"custom_fields": custom_data,
"json_ld_schemas": extract_json_ld(html)
}
# ==========================================
# 6. Starlette SSE Router & Tool Inspection
# ==========================================
async def health_check(request):
return JSONResponse({
"status": "healthy",
"mcp_sse_endpoint": "/sse",
"tools_endpoint": "/tools"
})
async def list_tools_endpoint(request):
"""Direct HTTP endpoint exposing all registered MCP tools and schemas."""
tools_list = []
for tool_name, tool_obj in mcp._tool_manager._tools.items():
tools_list.append({
"name": tool_name,
"description": getattr(tool_obj, "description", "") or "",
"parameters": getattr(tool_obj, "parameters", {}) or {}
})
return JSONResponse({"tools": tools_list})
starlette_app = Starlette(
routes=[
Route("/", endpoint=health_check),
Route("/healthz", endpoint=health_check),
Route("/tools", endpoint=list_tools_endpoint),
Mount("/", app=mcp.sse_app())
]
)
if __name__ == "__main__":
logger.info(f"Starting MCP Server on http://{HOST}:{PORT} ...")
uvicorn.run(starlette_app, host=HOST, port=PORT, log_level="info") |