{"uid":"cap_YQOliXLuM3vOAVfkVYJZv","slug":"github-audit-agentdiet-dev-web-url-token-optimizer-distiller-9c767a13","name":"Web URL Token Optimizer & Distiller","description":"Distill a URL or raw HTML payload with BM25 budget control (Live x402 v2, IETF MPP & MCP endpoint at https://github-audit.agentdiet.dev/v1/token-optimizer)","url":"https://github-audit.agentdiet.dev/v1/token-optimizer?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_KLd_SiEAhh6a-30v-DWyW","protocol":"mpp","methodType":"crypto","chain":"tempo","mode":"charge","costAmount":"0.001","costPer":"request","priority":0,"asset":"0x833589fcd6edb6e08f4c7c32d4f71b54bda02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":"github-audit.agentdiet.dev","brandSlug":"github-audit-agentdiet-dev-mpp","brandBaseUrl":"https://github-audit.agentdiet.dev","brandDocsUrl":null,"whatItDoes":"Fetches and compresses a webpage URL or raw HTML into compact agent-ready tokens using BM25 budget control and multiple distillation modes","exampleAgentPrompt":"Distill the content at https://stripe.com/docs/payments into compact markdown, keeping it under 800 tokens and focused on the query 'payment intents'.","exampleUseCases":[{"title":"Budget-aware doc research for agent","prompt":"Grab the content from https://docs.openai.com/api-reference and compress it down to 500 tokens max using budget mode, focusing on 'streaming responses' — I need just the relevant bits for my agent."},{"title":"Structured data extraction from landing page","prompt":"Fetch https://example-saas.com/pricing and distill it into structured JSON tables so I can see the pricing tiers and features without the noise."},{"title":"Skeleton outline of a long article","prompt":"Take this URL https://en.wikipedia.org/wiki/Large_language_model and give me a skeleton outline — just the headings and key structure — so I can navigate it quickly."}],"resultDescription":"Returns a 'data' object containing distilled content in the requested format (Markdown, structured JSON, skeleton outline, or BM25 budget excerpt), plus an 'roi_proof' object showing raw vs. distilled token counts, tokens saved, compression ratio percentage, LLM cost saved in USD, and ROI multiplier. Also includes optional cache status and billing metadata.","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/billing failure if x402 credentials are invalid or insufficient","Rate limiting if too many requests are made in quick succession","Builtin URL aliases (builtin://stripe-docs) may be unavailable if provider removes them"],"whenToPreferThis":"Choose this endpoint when an AI agent needs to consume web page content but must stay within a strict token budget, or when you want to reduce LLM API costs by pre-compressing HTML/URLs before passing content to a model. It is especially useful for budget mode with BM25 query focusing, which retrieves only the most semantically relevant portions of a page. Prefer this over raw HTTP fetch + manual parsing when you need ready-to-use Markdown, structured tables, or outline skeletons with measurable compression ROI.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T07:21:32.623Z","isFirstParty":false,"canonicalSlug":"github-audit-agentdiet-dev-web-url-token-optimizer-distiller-9c767a13"}