{"uid":"cap_V4HIYdypYT7iQFPAGMo-M","slug":"shopify-spy-agentdiet-dev-web-url-to-markdown-distiller-with-bm25-994a427b","name":"Web URL to Markdown Distiller with BM25 Budget Control","description":"Distill a URL or raw HTML payload with BM25 budget control (Live x402 v2, IETF MPP & MCP endpoint at https://shopify-spy.agentdiet.dev/v1/markdown-distill)","url":"https://shopify-spy.agentdiet.dev/v1/markdown-distill?utm_source=zero.xyz","method":"GET","headers":{},"bodySchema":{"type":"object","required":["url"],"properties":{"url":{"type":"string","minLength":1,"description":"Target webpage URL to fetch and distill (or builtin://stripe-docs)"},"html":{"type":"string","description":"Optional raw HTML string to distill directly without fetching"},"mode":{"enum":["markdown","structured","skeleton","budget"],"type":"string","default":"markdown","description":"Distillation mode"},"query":{"type":"string","description":"BM25 focus query when mode=budget"},"max_tokens":{"type":"integer","minimum":20,"description":"Strict token budget ceiling when mode=budget"}}},"responseSchema":{"type":"object","required":["status","roi_proof","data"],"properties":{"data":{"type":"object","description":"Distilled Markdown, structured JSON tables/metadata, skeleton outline, or BM25 budget excerpt."},"cache":{"type":"object","properties":{"status":{"enum":["HIT","MISS"],"type":"string"},"cache_key":{"type":"string"},"latency_ms":{"type":"number"}}},"status":{"type":"string","description":"Execution status ('ok')"},"billing":{"type":"object","properties":{"agent_id":{"type":"string"},"payment_method":{"type":"string"},"fee_charged_usd":{"type":"number"}}},"roi_proof":{"type":"object","properties":{"raw_tokens":{"type":"integer"},"tokens_saved":{"type":"integer"},"roi_multiplier":{"type":"number"},"distilled_tokens":{"type":"integer"},"llm_cost_saved_usd":{"type":"number"},"compression_ratio_pct":{"type":"number"}}}}},"example":null,"exampleRequest":null,"tags":[],"displayCostAmount":"0.001","displayCostAsset":"USD","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.001/call","primary":{"kind":"static","protocol":"mpp","network":"tempo","amountUsd":"0.001","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"mpp","network":"tempo","amountUsd":"0.001","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_NrUFGtPfTLCAjusGMnZKQ","protocol":"mpp","methodType":"crypto","chain":"tempo","mode":"charge","costAmount":"0.001","costPer":"request","priority":0,"asset":"0x833589fcd6edb6e08f4c7c32d4f71b54bda02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":"shopify-spy.agentdiet.dev","brandSlug":"shopify-spy-agentdiet-dev-mpp","brandBaseUrl":"https://shopify-spy.agentdiet.dev","brandDocsUrl":null,"whatItDoes":"Fetches a web URL or raw HTML and distills it into compact, agent-ready Markdown or structured output with token-budget control via BM25 ranking","exampleAgentPrompt":"Distill https://stripe.com/docs/payments into compact markdown and keep it under 800 tokens, focusing on the query 'payment intents'","exampleUseCases":[{"title":"Token-budget webpage research for LLM","prompt":"Fetch https://openai.com/pricing and distill it into markdown using budget mode, with a max of 600 tokens focused on the query 'API pricing tiers', so I can fit it into my prompt without blowing the context limit."},{"title":"Structured data extraction from product page","prompt":"Grab https://shopify.com/pricing and extract it in structured mode so I get clean JSON tables of all their plan features and prices — I want to compare them programmatically."},{"title":"Skeleton outline of long documentation page","prompt":"Take https://docs.aws.amazon.com/ec2/latest/userguide/concepts.html and give me a skeleton outline of the page structure so I can quickly see what sections exist before deciding which to read in full."}],"resultDescription":"Returns a data object containing the distilled content (Markdown text, structured JSON tables/metadata, skeleton outline, or BM25-ranked budget excerpt), along with an roi_proof block showing raw token count, distilled token count, tokens saved, compression ratio percentage, ROI multiplier, and estimated LLM cost saved in USD. Also includes cache status (HIT/MISS) and billing info.","failureModes":["Invalid or unreachable URL returns an error status","URL behind authentication or paywalls cannot be fetched","max_tokens set below 20 is rejected as invalid","BM25 query provided without mode=budget may be ignored","Rate limits or payment failures return 402 errors","Very large pages may exceed internal fetch limits","HTML-only mode fails if neither url nor html is supplied"],"whenToPreferThis":"Choose this endpoint when you need to fit web content into a constrained LLM context window without manually scraping and truncating. It is especially valuable when working with long documentation pages, product pages, or news articles where you want BM25-ranked relevance filtering to keep only the most query-relevant tokens. Prefer it over raw HTTP fetching when token cost and compression ratio matter, or when you want structured JSON tables or skeleton outlines rather than raw HTML.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T07:23:14.929Z","isFirstParty":false,"canonicalSlug":"shopify-spy-agentdiet-dev-web-url-to-markdown-distiller-with-bm25-651d151f"}