Can the agent scrape modern SPAs built with React or Vue?

Absolutely. Because Browserless exposes actual Chrome environments via Playwright, standard JavaScript rendering pipelines execute exactly as they do on a user's machine. The agent simply captures the stabilized final DOM states post-hydration, making it remarkably effective for highly dynamic single-page applications.

What does `scrape_with_wait` do exactly when instructed to an AI?

If a website relies on extremely heavy animations or subsequent lazy-loaded payload responses, `get_html_content` might return prematurely. Requesting your agent to use `scrape_with_wait` accompanied by a distinct selector (e.g., `#main-data-table`) locks the Browserless virtual container actively polling the CDP port. Only when that element materializes will it snap the payload back to you.

Are the screenshots produced bound to specific screen dimensions?

By default, calling `get_screenshot` leverages Browserless' intrinsic 'Full Page' modifier. It synthetically commands the headless browser frame to extend computationally, absorbing the complete top-to-bottom scroll bounds of the rendered website into a massive, crystal clear uncropped PNG artifact.

Browserless (Playwright Cloud) MCP Server

Name: Browserless (Playwright Cloud)
Availability: InStock
Author: Vinkius

browserless.io

Built by Vinkius GDPR ToolsGrátis

Equip your AI with a remote headless browser to scrape, interact, and run Playwright safely via cloud.

Vinkius AI Gateway suporta streamable HTTP e SSE.

Funciona com todos os agentes de IA que você já usa

…e qualquer cliente compatível com MCP

Playwright Cloud MCP Server: veja o seu AI Agent em ação

AI Agent→Vinkius→Browserless (Playwright Cloud)

You

Vinkius AI Gateway

GDPR·High Security·Kill Switch·Ultra-Low Latency·Plug and Play

Capacidades integradas (10)

get_html_content

Get raw HTML content using Playwright Cloud (Browserless)

get_pdf

Print page to PDF using Playwright Cloud

get_screenshot

Take a full-page screenshot using Playwright Cloud

run_custom_function

Execute custom JS function inside remote Playwright browser

scrape_elements

Extract specific elements from page using CSS selectors

scrape_with_js

evaluate` lifecycle executing imperative DOM manipulations like button clicks prior to scraping the final mutated HTML state. Inject and run a custom JS script before extracting content

scrape_with_proxy

Scrape URL using a specified proxy server

scrape_with_stealth

Scrape using stealth mode plugins to avoid bot detection

scrape_with_wait

Scrape content and wait for a CSS selector

send_custom_payload

Send custom JSON payload to any Browserless REST endpoint

O que esse conector desbloqueia

Grant your AI agent the absolute power of an untethered, scalable Browserless / Playwright Cloud cluster. Unlike basic REST fetchers, this MCP connector spins up a legitimate remote Chromium/Webkit instance. Your agent can now execute full JavaScript lifecycles natively, scrape heavy SPAs (Single Page Applications), wait for CSS selectors, or simply ask for a high-fidelity PDF render of any site.

What you can do

Remote Scraping — Pull down the fully rendered HTML DOM of any complex site (get_html_content) bypassing typical bot-blocks. Intercept specific payload slices selectively using explicitly mapped CSS queries (scrape_elements).
Visual Operations — Command the agent to spawn an ephemeral browser and snap an immediate get_screenshot of a live staging site or construct a print-perfect get_pdf document autonomously.
Evasion & Stealth — Avoid standard Cloudflare/Data Dome constraints by wrapping requests in scrape_with_stealth to emulate human environments, or bounce TCP endpoints completely out utilizing a residential scrape_with_proxy.
Live Execution — Embed dynamic lifecycle alterations into the target memory structure. Run scrape_with_js to click modals inside the remote page prior to extraction, or run_custom_function exposing the raw Chrome DevTools Protocol to your LLM.

How it works

1. Append the Browserless integration to your AI settings
2. Provide your securely managed Browserless HTTP Token
3. Start fetching full visual DOM objects via prompts inside Claude or Cursor

Who is this for?

QA Automation Teams — instruct the AI to spin up ephemeral browser endpoints rendering and screenshotting daily builds silently.
Data Engineers — execute data extractions dynamically reading through complex React/Vue frontend pages that actively combat standard scraping.
Security Researchers — proxy malicious URL queries entirely through isolated cloud environments avoiding all local machine contamination.

Perguntas frequentes

Dê aos seus agentes de IA o poder do Playwright Cloud

Acesse o Playwright Cloud e mais de 2.000 servidores MCP — prontos para seus agentes usarem, agora mesmo. Sem código cola. Sem integrações customizadas. Apenas plugue o Vinkius AI Gateway e deixe seus agentes trabalharem.

DETALHES

CategoriaDeveloper Tools

Buildkite

11 ferramentas

Automate CI/CD pipelines via Buildkite — manage builds, agents, and deployments directly from any AI agent.

R2R

6 ferramentas

Equip your AI with direct access to your R2R engine — execute vector searches, run precise RAG queries, and manage your documents.

Elastic Enterprise Search

6 ferramentas

Manage enterprise search via Elastic — search engines and documents, handle indexing, and monitor search analytics directly from any AI agent.

NCR Voyix

10 ferramentas

Manage commerce and retail operations via NCR Voyix — track orders, sites, products, and inventory directly from your AI agent.

Hugging Face Audio

4 ferramentas

Connect Hugging Face Audio to any AI agent via MCP.

Instagram (Social Media & Business)

10 ferramentas

Manage your Instagram presence via AI — publish photos and reels, analyze insights, and manage comments.