{"uid":"cap_WK2WiR13ddNqcbnxn3DSe","slug":"email-verify-agentdiet-dev-web-url-context-distiller-agentdiet-57e1ba52","name":"Web URL Context Distiller (AgentDiet)","description":"Distill a URL or raw HTML payload with BM25 budget control (Live x402 v2, IETF MPP & MCP endpoint at https://email-verify.agentdiet.dev/v1/context-diet)","url":"https://email-verify.agentdiet.dev/v1/context-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_f-uN_GqhOPYXq2aM9tnKI","protocol":"mpp","methodType":"crypto","chain":"tempo","mode":"charge","costAmount":"0.001","costPer":"request","priority":0,"asset":"0x833589fcd6edb6e08f4c7c32d4f71b54bda02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":"email-verify.agentdiet.dev","brandSlug":"email-verify-agentdiet-dev-mpp","brandBaseUrl":"https://email-verify.agentdiet.dev","brandDocsUrl":null,"whatItDoes":"Fetches a webpage or raw HTML and distills it into compact, token-efficient agent-ready content using BM25 budget control and multiple extraction modes","exampleAgentPrompt":"Can you distill https://stripe.com/docs/payments into compact markdown with a budget mode, focused on 'payment intents', and cap it at 2000 tokens so it fits in my context window?","exampleUseCases":[{"title":"Compress documentation for agent context","prompt":"Fetch https://docs.openai.com/api-reference and distill it into structured markdown — I need it compact enough to fit in my LLM's context window without wasting tokens."},{"title":"BM25-focused research on a topic","prompt":"Go to https://en.wikipedia.org/wiki/Transformer_(machine_learning_model) and extract only the parts most relevant to 'attention mechanism' in budget mode, keeping it under 1500 tokens."},{"title":"Extract structured tables from a webpage","prompt":"Distill https://aws.amazon.com/ec2/pricing/ using structured mode so I get the pricing tables and metadata as clean JSON rather than a wall of HTML."}],"resultDescription":"Returns a 'data' object containing the distilled content (markdown text, structured JSON tables/metadata, skeleton outline, or BM25-ranked excerpt depending on mode), plus an roi_proof object showing raw vs distilled token counts, tokens saved, compression ratio percentage, estimated LLM cost saved in USD, and an ROI multiplier. Also includes cache status (HIT/MISS), billing details, and an overall status string.","failureModes":["Invalid or unreachable URL returns an error status","Pages behind authentication walls cannot be fetched","Very large pages may exceed internal fetch limits","BM25 budget mode with no query returns unranked content","max_tokens below 20 is rejected per schema validation","Rate limiting or payment failure (402) if USDC balance is insufficient"],"whenToPreferThis":"Choose this endpoint when you need to reduce token consumption while processing web content in an LLM pipeline — especially for long documentation pages, pricing tables, or any URL where raw HTML would blow your context budget. It is particularly well-suited when you have a specific focus query (BM25 mode) or need structured JSON output rather than raw text. Prefer it over generic scrapers when token ROI metrics matter or when you need built-in budget enforcement via max_tokens.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T07:25:46.751Z","isFirstParty":false,"canonicalSlug":"email-verify-agentdiet-dev-web-url-context-distiller-agentdiet-57e1ba52"}