Web Scraping MCP Servers

Real Chrome for AI agents. Install the desktop app and click Connect, or use the cloud MCP endpoint. Signed-in browsing, human takeover, playbooks.

Zillow home details by URL, ZPID, address, or ZIP code, as flat rows

Crawl a website for links, file download links, HTML tables as rows, and lists, with no AI

Amazon price, stock, seller, and rating by ASIN or URL, with change rows between runs

Google Trends interest, regions, and related queries per term, with no Google login or key

Extract item lists from public web pages on your own LLM API key

Bluesky posts by keyword or account, and replies by post, with exact counts

Get posts from public Facebook Pages with date, text, reactions, comments, and shares.

Search Google Maps and get one row per place: phone, website, address, rating, and hours.

Instagram MCP server that gives Claude, ChatGPT and any MCP client read-only access to public Instagram data: profiles, posts, Reels, Stories, Highlights, comments, likers, followers and video downloads. Remote HTTP, OAuth sign-in, 12 tools, free tier.

Solve Cloudflare Turnstile, DataDome, Akamai, PerimeterX, Imperva, AWS WAF, FunCaptcha and image CAPTCHAs from Claude, Cursor or any MCP client — one API, billed per solved task.

Marketplace, search engine, social media and AI-answer data as structured JSON: Amazon, Walmart, Google, TikTok, ChatGPT and more

Scrape profiles, posts, comments and transcripts from 29 platforms through one API. 100 free credits, no card.

12 pay-per-call web data and agent utility tools. x402 USDC on 6 chains. No signup, no API key.

Aurelix pay-per-result web data tools for AI agents: jobs, leads, company data, e-commerce, ads, SEO and YouTube transcripts, on Apify's hosted MCP server. No install; sign in with Apify (OAuth).

Transcripts of YouTube videos, TikToks, Instagram Reels and podcast episodes for AI assistants. Text, timestamps, SRT or VTT. Speech-to-text when there are no captions; failed calls are free.

Windows-only MCP server for the Chromeleon browser (a Chromium build with a per-launch fingerprint): page listings with element ids, human-timed input, tabs, profiles and HAR recording. Needs Node 20+; also ships as a Claude Code plugin.

Full-page screenshots, PDFs and Markdown of any site, even bot-protected ones. Hosted remote server at https://api.urlbox.com/mcp (OAuth or API key), for teams that monitor brands, competitors and compliance. Also clean text, rendered HTML, and Urlbox projects, webhooks and usage.

MonkeyAI provides access to multiple AI models through an API relay platform. Developers can use the public English and Chinese documentation to choose the appropriate protocol and configure applications, coding assistants and agent workflows. Available models, supported capabilities and pricing depend on the selected account group. Model pricing, API keys and usage are managed in the account console. API usage is paid; consult the current account pricing before making requests.

Remote MCP server for structured public data from 106 platforms (social, e-commerce, maps, reviews), plus web search and CAPTCHA solving. One API key, pay per call from $0.56 per 1,000 requests; failed and empty results are not charged.

Monitors web pages for changes and helps your LLM build insightful reports

Pay-per-call x402 data tools for AI agents: Markdown, Telegram search, YouTube transcript, metadata, sitemap, contacts. USDC on Base. Remote MCP at /mcp.

Threads posts by keyword with exact phrase matching, author, date, likes, and link, no login.

Substack publications, posts, subscriber counts, and keyword search.

Shopify apps and Chrome extensions with their developer website and domain.

Reddit posts and comments by keyword, subreddit, or thread URL, no Reddit login or API key.

Daily Product Hunt launches with makers, website, company domain, votes, and topics.

One company row per listing from partner directories and member lists, with domain and tier.

LinkedIn job search results with the employer website domain on every row. No login.

Open jobs for a list of companies from their Greenhouse, Lever, Ashby, and Workday boards.