mcp-cloudflare-crawl
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AlicenseAqualityCmaintenanceEnables Claude Desktop, Cursor AI, Windsurf, and autonomous LLM agents to scrape, crawl, map, search, and extract validated JSON from live web pages with dynamic rendering, anti-bot bypass, and Markdown conversion.521 npmMIT- FlicenseNot gradedqualityAmaintenanceEnables language models to perform AI-powered web scraping, structured data extraction, web search, crawling, schema generation, and monitor management through integrated API tools.-
- AlicenseNot gradedqualityNot gradedmaintenanceProvides tools to scrape, extract structured data, and crawl webpages, with access to browser automation agents like OpenAI's CUA, Anthropic's Claude Computer Use, and Browser Use for complex web tasks.-
- FlicenseNot gradedqualityAmaintenanceEnables language models to scrape and extract web content through an AI-powered scraping API, with tools for single-page scraping, prompt-based extraction, web search, asynchronous multi-page crawling, JSON schema generation, scheduled monitors, and account credits/history lookups.-
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- AlicenseNot gradedqualityDmaintenanceEnables Claude to scrape and crawl websites via a self-hosted Firecrawl instance through the Model Context Protocol. Provides tools for single/multi-URL scraping, site mapping, and full-site crawling operations.170,113 npm1MIT
TDQS
Scored across 5 tools
crawl_start, crawl_status, crawl_cancel, and crawl_list each have distinct purposes. crawl_and_wait overlaps with crawl_start+crawl_status polling, but its description clearly frames it as a convenience wrapper for small crawls, so confusion risk is limited.
All tools follow the same crawl_ + verb/short-noun pattern (crawl_start, crawl_status, crawl_cancel, crawl_list, crawl_and_wait) in consistent snake_case.
Five tools is well-scoped for an asynchronous crawl API, covering submission, polling, cancellation, listing, and a blocking convenience path without redundancy bloat.
Full job lifecycle is covered (start, status, cancel, list, and synchronous wait). Only minor gaps exist, such as deleting/clearing stored jobs or re-fetching a single job by ID.