MrScraper extracts structured data from websites using AI-powered scraping, enabling agents to retrieve page content, collect product and business information, crawl multiple URLs, and convert web pages into organized datasets for research and analysis.
The fastmcp library is a Python client for MCP servers. Use it to call MewCP tools from your own scripts and services.
This guide connects MrScraper MCP to Python through MewCP, so Python can use MrScraper MCP's 3 tools, like scraperAPI, webSearch and status, without your MrScraper MCP credentials ever reaching the app.
MrScraper MCP signs in through managed OAuth. MewCP stores the token encrypted, refreshes it before it expires and injects it only at call time. Your agent never holds it, so it can never leak it.
More apps
Crawl websites and extract clean structured data optimized for AI applications and automation. Collect content from the web at scale while maintaining high-quality outputs.
Extract structured data from websites and public web pages. Fetch content, parse information and transform online data into formats that can be consumed by applications, agents and workflows.
TinyFish MCP for running AI-driven browser automation tasks, deep web research, persistent browser login profiles, remote CDP browser sessions, and agentic wallet payments.
Scrape, extract, and understand the web, plus identify any company from a domain, email, name, or transaction string. This MCP server exposes Context.dev's API for web scraping in multiple formats (raw HTML, Markdown, screenshots, images, sitemaps, and web search), schema-driven structured data extraction, design-system extraction (styleguides and fonts), and brand intelligence lookups. It's built for AI agents that read, summarize, or monitor web content, for enriching CRM, KYC, or fintech pipelines with company and brand data, and for extracting a competitor's design system or structured product and pricing data at scale.
Other clients
MrScraper MCP works the same way in every client below. Pick yours for its own guide.
Free to start.
Scope access to the exact MrScraper MCP tools and accounts you allow, work and personal side by side. Anything outside that scope is refused at call time, even when the model asks for it.
Each call is logged: what ran, on which account, and whether it worked. Failures come back structured, so the agent knows whether to retry instead of guessing.
Every app sits behind one secure MCP URL, and there is no server for you to deploy or keep running. Add an integration in the dashboard and it is live on the next call, with no config to change and no new credentials to wire up. Tools load only when a task needs them, so your agent stays fast and focused however many apps you connect.
SDK clients sign in with an API key. Create one in your dashboard and replace API_KEY in the code below.
SDK clients run without a browser, so they sign in with your API key.
Retrieves a known page through MrScraper's Scraper API as HTML, Markdown, a screenshot, or a combination. Matches the Python SDK's scraper_api options. Omit browser_rendering for automatic browser fallback; screenshot=true always enables it. super enables real-device routing independently. home_page maps to warmStart. Proxy, cookie, target-header, retry, and timeout options control page loading. Returns status_code, data, and sanitized headers.
Searches Google from query text or a Google search URL passed as url. Matches the Python SDK's web_search options. Set raw=false and format=json for parsed results; the SDK-compatible default raw=true returns HTML. Google URLs supply q, gl, hl, and start; explicit region, language, and page override URL-derived values. render_js enables dynamic features; timeout controls the local request deadline. Returns status_code, data, and sanitized headers.
Returns the connected MrScraper account's identity (name, email, and verification state), subscription status, token limit, token usage, remaining tokens, and rate limit. Use it to check the account and remaining quota, for example before a large batch of requests. It takes no input and reports account usage, not the progress of a request.
