MrScraper MCP: scrapers and page fetches from your AI app

Set up MrScraper for Claude, ChatGPT or Cursor

1. 1Click Connect MrScraper free and sign in with your MrScraper account.
2. 2Every tool is on once you connect. Single fetches and result lookups are light; bulk reruns hit many URLs in one request, so switch them off unless you plan large runs from a chat.
3. 3Add ContextGate to your AI app as a connector or MCP server. The steps for each app are on the Works with page.
4. 4Ask your AI app to rerun one of your saved scrapers on a new URL and show the result, then open Activity to see the run.

Scrapers you can run from Claude or Cursor

• Fetch a page as HTML, Markdown or a screenshot, or run a web search.
• Create a general, listing or map AI scraper for a website.
• Rerun a saved AI or manual scraper on a new URL, or on many URLs at once.
• Ask MrScraper to heal a manual scraper that no longer matches its site.
• Check success rates, latency and your plan's usage and rate limits.

Scrapes you can account for

• Switch off bulk reruns and scraper creation; your AI app can still fetch single pages.
• Set a policy to block calls aimed at internal addresses before MrScraper visits them.
• Activity records every scrape your team's AI apps started.

What you get with MrScraper and ContextGate

• Your AI apps can use MrScraperClaude, Cursor, ChatGPT and other AI apps reach MrScraper through the one ContextGate connection you add to them.
• You choose which tools they can useSwitch off any MrScraper tool you don't want used. It's hidden from your AI apps and refused if called.
• Every call is checked and recordedYour policies check each call (for example, personal data is hidden and secrets are blocked), and Activity keeps a record of it.

ContextGate sees only the tool calls that go through it, not your AI app's built-in tools or your chats.

MrScraper tools

Examples of what your AI apps can do in MrScraper. You'll see the exact list of tools after you connect it.

• Bulk Rerun AI ScraperRun an existing General AI scraper configuration against multiple URLs in one request. Returns the accepted bulk result ID for Get Scrape Result.
• Bulk Rerun Manual ScraperRun an existing saved manual scraper workflow against multiple URLs in one request. Returns the accepted bulk result ID for Get Scrape Result.
• Create AI ScraperCreate and run a general, listing, or map AI scraper against a website.
• Get Account UsageReturn the connected MrScraper account's plan, token usage, concurrency allowance, and rate limits without exposing user identity or token details.
• Get Scrape Status AnalyticsReturn aggregate scrape counts, success rate, request rate, latency, and status totals for a domain and action over a time range.
• Get Scrape Analytics TimelineReturn time-series scrape activity and success metrics for a domain and action over a time range.
• Get Scrape ResultRetrieve the current status and output for one accessible scrape result by ID.
• Heal Manual ScraperAsk MrScraper to repair an existing manual scraper workflow that no longer matches its target site.
• List Scrape ResultsList scrape results for the connected account with filtering, sorting, and agent-controlled pagination.
• Rerun AI ScraperRun an existing AI scraper configuration against a new URL, with optional map crawl controls.
• Rerun Manual ScraperRun an existing saved manual scraper workflow against a new URL.