{"uid":"cap_N2BFKZ1KJT9bFI3q68SAJ","slug":"token-intel-agentdiet-dev-web-url-markdown-distiller-with-bm25-budget-743de2ae","name":"Web URL 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/markdown-distill)","url":"https://token-intel.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_Ub0_8odVHRsf0xFIEiSx0","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 and compresses a web URL or raw HTML into compact, token-efficient markdown, structured JSON, skeleton outlines, or BM25-focused excerpts for AI agent consumption.","exampleAgentPrompt":"Can you distill https://stripe.com/docs/api into compact markdown using budget mode, focused on 'payment intents', and keep it under 500 tokens?","exampleUseCases":[{"title":"LLM-cost-aware research pipeline","prompt":"Fetch and distill https://openai.com/pricing into budget mode focused on 'GPT-4o pricing' and cap it at 300 tokens — I want to feed just the relevant pricing info into my next prompt without blowing my context window."},{"title":"Structured data extraction from docs page","prompt":"Can you pull https://docs.github.com/en/rest and convert it into structured JSON tables so I can parse the API endpoints programmatically?"},{"title":"Skeleton outline for a long article","prompt":"Take https://en.wikipedia.org/wiki/Large_language_model and give me just the skeleton outline — section headers and key anchor points only — so I can navigate what's there before diving in."}],"resultDescription":"Returns a JSON object containing distilled content in the requested mode (markdown text, structured JSON tables/metadata, skeleton outline, or BM25-focused excerpt), plus an roi_proof block showing raw vs. distilled token counts, compression ratio, tokens saved, and estimated LLM cost saved in USD. Also includes cache status (HIT/MISS) and billing details.","failureModes":["Invalid or unreachable URL returns an error status","HTML too large or malformed may produce incomplete distillation","BM25 budget mode with no query returns generic content rather than focused excerpt","max_tokens set too low may produce truncated or near-empty output","Rate limiting or payment failure (x402) blocks the request","Paywalled or JavaScript-heavy pages may return minimal content"],"whenToPreferThis":"Choose this endpoint when an AI agent needs to read web content but must stay within a token budget or minimize LLM inference costs. It is especially valuable in agentic pipelines where multiple web pages need to be read sequentially, or when feeding doc pages into a context window. Prefer it over raw web scraping when you need token accounting (roi_proof) or BM25 relevance filtering to surface only the sections relevant to a specific query.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T07:23:43.423Z","isFirstParty":false,"canonicalSlug":"token-intel-agentdiet-dev-web-url-markdown-distiller-with-bm25-budget-743de2ae"}