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Crawl4AI

by UncleCode

Crawls and scrapes web pages into clean Markdown for RAG pipelines, with CSS, XPath, and LLM-driven structured extraction, deep crawling, and full browser session control.

5
Skills
None
Auth
Yes
Streaming
No
Push

Skills

LLM Ready Markdown

Generates clean Markdown with heuristic and BM25 noise filtering, numbered citation references for links, and pluggable strategies.

Structured Data Extraction

Extracts JSON matching a user-defined schema using CSS or XPath selectors, or delegates to an LLM for semantic field extraction.

Deep Site Crawling

Traverses whole sites with BFS and best-first strategies under page limits, using prefetch URL discovery and resumable crash recovery.

Browser Session Control

Drives Chromium, Firefox, or WebKit with persistent profiles, proxies, stealth mode, hooks, and reusable sessions for multi-step crawls.

Docker API Server

Exposes a FastAPI /crawl endpoint with JWT authentication plus MCP integration so agent clients can crawl over HTTP.

Browser & Computer UseResearch & KnowledgeData & Analyticsweb-crawlermarkdown-extractionplaywrightdeep-crawlcss-selector-extractionstealth-browsingproxy-supportfastapi-docker
Visit Agent
crawl4ai
Crawls and scrapes web pages into clean Markdown for RAG pipelines, with CSS, XPath, and LLM-driven structured extraction, deep crawling, and full browser session control.
fields
nameCrawl4AI
providerUncleCode
urlhttps://crawl4ai.com
categoriesbrowser-computer · research · data-analytics
accessapi · cli · mcp
authnone
streamingtrue
pushfalse
verifiedtrue
tagsweb-crawler, markdown-extraction, playwright, deep-crawl, css-selector-extraction, stealth-browsing, proxy-support, fastapi-docker
skills
markdown-generationLLM Ready MarkdownGenerates clean Markdown with heuristic and BM25 noise …
structured-extractionStructured Data ExtractionExtracts JSON matching a user-defined schema using CSS …
deep-crawlingDeep Site CrawlingTraverses whole sites with BFS and best-first strategie…
browser-session-controlBrowser Session ControlDrives Chromium, Firefox, or WebKit with persistent pro…
docker-api-serverDocker API ServerExposes a FastAPI /crawl endpoint with JWT authenticati…