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ScrapeUnblocker

ScrapeUnblocker MCP Server

Official

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
SCRAPEUNBLOCKER_KEYYesYour ScrapeUnblocker API key

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": true
}

Tools

Functions exposed to the LLM to take actions

NameDescription
fetch_htmlA

Fetch the fully rendered HTML of any web page through ScrapeUnblocker, bypassing anti-bot protection (Cloudflare, DataDome, PerimeterX, Akamai, Shape). Use this when a normal fetch is blocked (403/429, captcha, 'access denied') or when the page needs a real browser to render. Returns the raw HTML as text.

For pages that need interaction (accept a cookie banner, click a tab, type into a search box, scroll to trigger lazy loading) pass steps: an ordered list of browser actions run in a real browser AFTER the page loads, then the resulting HTML is returned. Workflow: first call the list_elements tool to discover the real selectors on the page, then build steps against them. Steps are NOT idempotent - they run once per call. If a step fails, this tool returns which step failed, why, and the page HTML at that moment so you can fix the selector and retry.

list_elementsA

Load a page through ScrapeUnblocker and return a JSON list of its notable elements (links, inputs, buttons, selects, etc.) with a ready-to-use selector for each, plus tag, text and useful attributes (name, id, type, placeholder, aria_label, href, ...). Read-only and does not interact with the page. This is the discovery half of interactive scraping: call list_elements to find the selectors you need, then pass matching steps to fetch_html to click/type/select and capture the resulting HTML.

fetch_parsedA

Fetch a web page through ScrapeUnblocker and return AI-parsed structured JSON instead of raw HTML (e.g. product details, article content). Best for extracting fields from product, listing or article pages without writing your own HTML parsing.

google_searchA

Run a Google search through ScrapeUnblocker and return the organic results as structured JSON. Use this to discover URLs before fetching them.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

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