{"uid":"cap_3zU4CePr-9Hj5-yM0jpcM","slug":"token-intel-agentdiet-dev-web-url-to-markdown-distiller-with-bm25-c2e22087","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://token-intel.agentdiet.dev/v1/docs-to-markdown)","url":"https://token-intel.agentdiet.dev/v1/docs-to-markdown?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_avV83yGVK6IReWbOV_4Ym","protocol":"mpp","methodType":"crypto","chain":"tempo","mode":"charge","costAmount":"0.001","costPer":"request","priority":0,"asset":"0x833589fcd6edb6e08f4c7c32d4f71b54bda02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":"token-intel.agentdiet.dev","brandSlug":"token-intel-agentdiet-dev-mpp","brandBaseUrl":"https://token-intel.agentdiet.dev","brandDocsUrl":null,"whatItDoes":"Fetches a webpage or raw HTML and converts it into compact, token-efficient Markdown, structured JSON, outline skeleton, or BM25-focused excerpt for AI agent consumption","exampleAgentPrompt":"Can you fetch the Stripe docs page at https://stripe.com/docs/payments and distill it into compact markdown, keeping it under 2000 tokens and focusing on the query 'payment intents'?","exampleUseCases":[{"title":"Compress docs into agent context window","prompt":"I need to read the OpenAI API reference at https://platform.openai.com/docs/api-reference but it's way too long — can you distill it into markdown and cap it at 1500 tokens so it fits in my context?"},{"title":"Extract structured tables from financial page","prompt":"Go to https://stripe.com/docs/billing/prices and distill the content into structured JSON tables so I can see all the pricing fields clearly organized."},{"title":"Skeleton outline of technical documentation","prompt":"Can you fetch https://docs.aws.amazon.com/ec2/latest/userguide/concepts.html and give me just a skeleton outline of the page so I know what sections exist without reading the whole thing?"}],"resultDescription":"Returns a JSON object containing: the distilled content (Markdown text, structured JSON tables, skeleton outline, or BM25-focused excerpt) under 'data'; an 'roi_proof' object with raw token count, distilled token count, tokens saved, compression ratio percentage, and estimated LLM cost saved in USD; optional cache hit/miss status with latency; and billing details including fee charged.","failureModes":["Invalid or unreachable URL returns an error status","Token budget too low (below 20) causes validation failure","HTML parsing failure on malformed or JS-heavy pages with no static content","Rate limiting or payment failure via x402 protocol prevents access","mode=budget without a query parameter may produce suboptimal BM25 results","Very large pages may timeout or exceed processing limits"],"whenToPreferThis":"Choose this endpoint when you need to feed web page content to an LLM but want to minimize token usage and cost — especially useful for long documentation pages, reference sites, or any URL where raw content would overflow a context window. Prefer it over raw web scrapers when token compression ratio and LLM cost savings are a priority, when you need structured output modes (tables, skeleton, budget excerpts), or when BM25-focused extraction on a specific query is needed to surface only the most relevant content from a large page.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T07:25:57.644Z","isFirstParty":false,"canonicalSlug":"token-intel-agentdiet-dev-web-url-to-markdown-distiller-with-bm25-c2e22087"}