01Infrastructure
Web scraping with rotating proxies
Combine proxy-aware routing with browser rendering, deliberate retries, and output validation for difficult targets.
Proxy rotationHeadless browsersValidation
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Use cases / field guide
One web. Many ways to make it useful.
Tentacrawl handles the browser and extraction layer between unpredictable websites and the systems that need dependable Markdown or JSON.
Browse by outcome
What are you building?
06 practical patterns
02AI data
RAG and knowledge ingestion
Turn documentation, articles, and knowledge bases into clean Markdown that is ready to chunk, embed, and retrieve.
MarkdownVector storesRAG
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03Agents
Live web access for AI agents
Give MCP-compatible agents a predictable way to browse, extract, and reason over current web content.
MCPAgent toolsLive context
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04Intelligence
Product and market monitoring
Collect pricing, availability, catalog changes, and competitor updates without maintaining a parser for every source.
PricesCatalogsResearch
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05Automation
Website change detection
Revisit important pages on a schedule, normalize the useful content, and keep noisy layout changes out of your workflow.
MonitoringSchedulingClean diffs
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06Extraction
Structured data from messy pages
Map inconsistent product pages, directories, and tables into stable JSON fields your application can consume.
JSON schemaNormalizationPipelines
Use-case page coming next
The shared foundation
Render once. Validate once. Reuse everywhere.
Each use case relies on the same core: managed browser sessions, clean content extraction, structured outputs, and infrastructure you can run yourself or have us operate.