crw-mcp
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- AlicenseAqualityAmaintenanceWeb content extraction for AI agents. 10 tools: scrape, crawl, map, batch, extract, summarize, diff, brand, search, research. Uses TLS fingerprinting to bypass anti-bot without a headless browser. Outputs LLM-optimized markdown with 67% fewer tokens than raw HTML.102,412AGPL 3.0
- AlicenseBqualityAmaintenanceWeb scraping for AI agents: scrape, map, crawl and batch public pages into Markdown, tables and JSON, with an Evidence Record on every page. Blocked, empty and wrong pages come back as such, with the reason.393AGPL 3.0
- FlicenseNot gradedqualityAmaintenanceExposes 17 scraping tools over stdio or SSE so an LLM agent can fetch pages, extract structured data, run full crawls, and take screenshots entirely through conversation. Works with Claude Code, Claude Desktop, Cursor, Windsurf, ChatGPT, LangChain, and the OpenAI Agents SDK.-
- FlicenseNot gradedqualityAmaintenanceExposes 17 scraping tools over stdio or SSE so any LLM agent can fetch pages, extract structured data, run a full crawl, and take screenshots through conversation. It works with Claude Code, Claude Desktop, Cursor, Windsurf, ChatGPT, LangChain, and the OpenAI Agents SDK.-
- FlicenseNot gradedqualityAmaintenanceEnables any LLM agent to fetch, extract, crawl, and screenshot through conversation via 17 scraping tools over stdio or SSE, letting an agent run a full crawl end-to-end. Works with Claude Code, Claude Desktop, Cursor, Windsurf, ChatGPT, LangChain, and the OpenAI Agents SDK.-
- FlicenseNot gradedqualityAmaintenanceExposes 17 scraping tools over stdio or SSE so an LLM agent can fetch, extract, crawl, and screenshot through conversation. It works with Claude Code, Claude Desktop, Cursor, Windsurf, ChatGPT, LangChain, and the OpenAI Agents SDK.-
TDQS
Scored across 8 tools
Each tool targets a distinct operation: single-page scraping, full-site crawling, URL discovery, structured extraction, PDF parsing, and async job control. Status/cancel tools are clearly paired with their respective job types, so an agent can reliably select the right tool.
All tool names share the crw_ prefix and use a consistent lowercase snake_case style. Action verbs (crawl, scrape, extract, map, parse, check, cancel) are used predictably, making the API easy to navigate.
Eight tools is well-scoped for a crawling/extraction server. Each tool covers a distinct part of the workflow without redundancy or unnecessary surface area.
The core workflows are covered: crawling, scraping, extracting, mapping, parsing PDFs, and polling async jobs. The main gap is the lack of a cancel operation for crawl jobs, since extraction jobs have crw_cancel_extract but crawls have no equivalent.