{"uid":"cap_KRZdrS4cfwhuX12uXT3yc","slug":"token-intel-agentdiet-dev-web-url-to-agent-ready-token-distiller-83f7c4d6","name":"Web URL to Agent-Ready Token Distiller","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/api/diet)","url":"https://token-intel.agentdiet.dev/api/diet?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_Df7-Sca5DQvUG1PIqVikA","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 URL or raw HTML into compact, token-efficient markdown, structured data, skeleton, or BM25-budgeted excerpts for AI agents","exampleAgentPrompt":"Distill https://stripe.com/docs/payments into compact markdown — I want to keep it under 1000 tokens so use budget mode with a query about payment intents.","exampleUseCases":[{"title":"Distill API docs into prompt context","prompt":"Fetch and distill https://docs.openai.com/api-reference into structured markdown so I can include it in my agent's context without blowing my token budget."},{"title":"Budget-focused research excerpt","prompt":"I need to read this long article at https://arxiv.org/abs/2310.06825 but I only have 500 tokens to spare — distill it in budget mode with a query focused on 'transformer attention mechanisms'."},{"title":"Convert raw HTML to skeleton outline","prompt":"I have this raw HTML from a competitor's pricing page — can you distill it into a skeleton outline so I can see the structure without all the noise?"}],"resultDescription":"Returns a data object containing the distilled content (markdown, structured JSON, skeleton outline, or BM25 excerpt), plus roi_proof metrics showing raw vs distilled token counts, tokens saved, compression ratio, LLM cost saved in USD, and an ROI multiplier. 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","mode=budget without a query or max_tokens may fall back to defaults","Payment failure via x402 returns HTTP 402 with payment required details","Rate limiting or upstream fetch timeout may cause delayed or failed responses"],"whenToPreferThis":"Choose this endpoint when an AI agent needs to read and use web content but must stay within a token budget, reduce LLM costs, or process structured documentation. It is especially useful over raw web scraping when the agent needs clean, agent-ready output (markdown, tables, or skeleton) rather than raw HTML, and when BM25-focused excerpting is needed to surface only the most relevant content for a specific query.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T07:22:40.634Z","isFirstParty":false,"canonicalSlug":"token-intel-agentdiet-dev-web-url-to-agent-ready-token-distiller-83f7c4d6"}