{"id":"b2a7522b-730f-4d3c-88a9-3362b73f6994","shortId":"FTHRcJ","kind":"mpp","title":"Crawl websites with AI-guided depth and breadth controls, paid per call via MPP/Tempo.","tagline":"Crawl websites with AI-guided depth and breadth controls, paid per call via MPP/Tempo.","description":"The Tavily Crawl endpoint, served through the Locus MPP (Micropayment Protocol) gateway, lets AI agents programmatically crawl websites starting from a given URL. You control crawl depth, breadth, page limit, and extraction depth (basic or advanced). Natural-language instructions can guide the crawler to focus on specific content. Payment is handled per-call via the Tempo method (pathUSD on Tempo L2), with pricing starting at $0.21 and scaling with the page limit.\n\nThis endpoint is part of a broader Tavily suite exposed through the same MPP gateway, which also includes search, extract, and map endpoints. The crawl endpoint accepts a POST request with a JSON body specifying the starting URL and optional parameters like max_depth, max_breadth, limit (default 10 pages), instructions, and extract_depth. The OpenAPI spec documents the request schema but does not include a response schema, so the exact shape of successful responses must be inferred from Tavily's own documentation.\n\nNote that the probe returned 404 on HEAD and GET requests to this endpoint, which is expected behavior since the endpoint only accepts POST. The root of the MPP gateway also returns 404 by design, directing callers to the skill file or llms.txt for available endpoints. The endpoint should return a 402 Payment Required challenge when called via POST without payment credentials.","tags":["ai-search","web-search","extraction","crawling"],"capabilities":["web-crawling","content-extraction","ai-guided-crawl","depth-breadth-control","natural-language-instructions","per-call-payment","mpp-tempo-settlement"],"categories":["search","scraping"],"synonyms":["web crawler","site scraper","website crawl API","Tavily crawl","content scraper","page extraction","recursive crawl","web spider"],"warnings":["Probe did not attempt POST, so no 402 challenge was captured for this endpoint; liveness via POST is assumed but not confirmed","Response schema is not documented in the OpenAPI spec","Pricing amount field is null; the description says '$0.21+ (scales with page limit)' but exact per-page cost is unclear","No crawled documentation was retrievable from the gateway itself"],"endpointUrl":"https://tavily.mpp.paywithlocus.com/tavily/crawl","protocol":"mpp","transport":"http","auth":{"type":"mpp","details":{"realm":"tavily.mpp.paywithlocus.com","intent":"charge","method":"tempo","service_methods":{"tempo":{"assets":["0x20c000000000000000000000b9537d11c60e8b50"],"intents":["charge"]}}}},"qualityScore":"0.550","qualityRationale":"The OpenAPI spec provides a clear request schema and pricing description, but the probe did not capture a 402 challenge on this specific endpoint (only HEAD/GET were tried; POST is the required method). No response schema is documented, and crawled pages returned only 404 gateway messages. Pricing is described in the x-payment-info but the amount field is null with a textual description 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'10':153 '402':239 '404':193,220 'Tavily crawl' 'accept':131,210 'advanc':66 'agent':45 'ai':5,20,44 'ai-guid':4,19 'ai-guided-crawl' 'also':121,218 'avail':232 'basic':64 'behavior':205 'bodi':138 'breadth':9,24,58,150 'broader':111 'call':13,28,85,244 'caller':224 'challeng':242 'content':79 'content scraper' 'content-extraction' 'control':10,25,55 'crawl':1,16,33,47,56,129 'crawler':74 'credenti':249 'default':152 'depth':7,22,57,63,148,158 'depth-breadth-control' 'design':222 'direct':223 'document':162,187 'endpoint':34,106,127,130,201,208,233,235 'exact':175 'expect':204 'expos':114 'extract':62,124,157 'file':228 'focus':76 'gateway':42,119,217 'get':197 'given':52 'guid':6,21,72 'handl':82 'head':195 'includ':122,169 'infer':182 'instruct':70,155 'json':137 'l2':93 'languag':69 'let':43 'like':146 'limit':60,104,151 'llms.txt':230 'locus':38 'map':126 'max':147,149 'method':89 'micropay':40 'mpp':39,118,216 'mpp-tempo-settlement' 'mpp/tempo':15,30 'must':180 'natur':68 'natural-languag':67 'natural-language-instructions' 'note':188 'openapi':160 'option':144 'page':59,103,154 'page extraction' 'paid':11,26 'paramet':145 'part':108 'pathusd':90 'payment':80,240,248 'per':12,27,84 'per-cal':83 'per-call-payment' 'post':133,211,246 'price':95 'probe':191 'programmat':46 'protocol':41 'recursive crawl' 'request':134,164,198 'requir':241 'respons':171,179 'return':192,219,237 'root':213 'scale':100 'schema':165,172 'search':123 'serv':35 'shape':176 'sinc':206 'site scraper' 'skill':227 'spec':161 'specif':78 'specifi':139 'start':49,96,141 'success':178 'suit':113 'tavili':32,112,184 'tempo':88,92 'url':53,142 'via':14,29,86,245 'web crawler' 'web spider' 'web-crawling' 'websit':2,17,48 'website crawl API' 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limit)","description":"Crawl"},"asset_contract":"0x20c000000000000000000000b9537d11c60e8b50"},"createdAt":"2026-04-18T20:01:32.085Z"}],"sources":[{"listingId":"b2a7522b-730f-4d3c-88a9-3362b73f6994","source":"mpp_dev","sourceId":"tavily:POST:/tavily/crawl","sourceUrl":"https://mpp.dev/api/services","isPrimary":true,"firstSeenAt":"2026-04-18T20:01:32.085Z","lastSeenAt":"2026-04-22T01:15:15.444Z"}],"details":{"listingId":"b2a7522b-730f-4d3c-88a9-3362b73f6994","quickStartSnippet":"curl -X POST https://tavily.mpp.paywithlocus.com/tavily/crawl \\\n  -H \"Content-Type: application/json\" \\\n  -d '{\"url\": \"https://docs.example.com\", \"max_depth\": 2, \"limit\": 5, \"instructions\": \"Focus on API reference pages\"}'","exampleRequest":{"url":"https://docs.example.com","limit":5,"max_depth":2,"max_breadth":10,"instructions":"Focus on API reference pages","extract_depth":"basic"},"exampleResponse":null,"schema":{"path":"/tavily/crawl","method":"POST","payment":{"intent":"charge","method":"tempo","dynamic":true,"currency":"0x20c000000000000000000000b9537d11c60e8b50","decimals":6,"amountHint":"$0.21+ (scales with page limit)","description":"Crawl"},"description":"Crawl"},"openapiUrl":null,"agentsTxtUrl":null,"citations":[{"claim":"Crawl endpoint accepts POST with url (required), max_depth, max_breadth, limit, instructions, extract_depth parameters","source_url":"https://tavily.mpp.paywithlocus.com"},{"claim":"Pricing starts at $0.21 and scales with page limit, settled via Tempo method in pathUSD","source_url":"https://tavily.mpp.paywithlocus.com"},{"claim":"Tavily API reference available at docs.tavily.com","source_url":"https://docs.tavily.com"},{"claim":"MPP skill file and llms.txt available at paywithlocus.com","source_url":"https://paywithlocus.com/skill.md"}],"useCases":["Crawling documentation sites to build knowledge bases for RAG pipelines","Extracting structured content from multi-page websites for data analysis","AI agents autonomously gathering information across linked pages","Building training datasets by crawling topical web content","Monitoring website content changes across multiple pages"],"bestFor":["AI agents that need to crawl and extract web content on demand","Developers building RAG or knowledge-base ingestion pipelines","Automated research workflows requiring multi-page web data"],"notFor":["High-volume, continuous web monitoring (pricing scales per page)","Crawling sites that block automated access or require authentication","Use cases needing a full response schema guarantee (response schema not documented here)"],"kindDetails":{"docs":{"llmsTxt":"https://paywithlocus.com/mpp/tavily.md","homepage":"https://docs.tavily.com"},"tags":["ai-search","web-search","extraction","crawling"],"realm":"tavily.mpp.paywithlocus.com","status":"active","methods":{"tempo":{"assets":["0x20c000000000000000000000b9537d11c60e8b50"],"intents":["charge"]}},"provider":{"url":"https://tavily.com","name":"Tavily"},"categories":["search","web"],"service_id":"tavily","integration":"third-party","service_name":"Tavily","service_description":"AI-optimized web search, content extraction, site mapping, and crawling API."},"updatedAt":"2026-04-22T01:15:15.444Z"}}