{"uid":"cap_0srd2wc0pZJ8mVZZqpIQ7","slug":"shopify-spy-agentdiet-dev-web-url-distiller-context-bloat-eliminator-f09ee1bd","name":"Web URL Distiller & Context Bloat Eliminator","description":"Distill a URL or raw HTML payload with BM25 budget control (Live x402 v2, IETF MPP & MCP endpoint at https://shopify-spy.agentdiet.dev/v1/context-bloat-eliminator)","url":"https://shopify-spy.agentdiet.dev/v1/context-bloat-eliminator?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_hXvInR_Gd91g2f7VAspel","protocol":"mpp","methodType":"crypto","chain":"tempo","mode":"charge","costAmount":"0.001","costPer":"request","priority":0,"asset":"0x833589fcd6edb6e08f4c7c32d4f71b54bda02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":"shopify-spy.agentdiet.dev","brandSlug":"shopify-spy-agentdiet-dev-mpp","brandBaseUrl":"https://shopify-spy.agentdiet.dev","brandDocsUrl":null,"whatItDoes":"Fetches and compresses a webpage URL or raw HTML into compact, agent-ready tokens using multiple distillation modes including BM25 budget-controlled excerpting","exampleAgentPrompt":"Can you distill https://stripe.com/docs/payments into compact markdown — I want to keep it under 2000 tokens and focus on payment intents?","exampleUseCases":[{"title":"Stripe docs for coding agent","prompt":"Fetch and distill https://stripe.com/docs/api into structured mode so I can read the key tables and metadata without blowing my context window."},{"title":"BM25 budget excerpt for research","prompt":"Distill https://openai.com/research/gpt-4 using budget mode with the query 'multimodal capabilities' and cap it at 500 tokens — I only want the most relevant excerpts."},{"title":"Skeleton outline of competitor page","prompt":"Give me a skeleton outline of https://www.anthropic.com/product so I can quickly see the page structure and headings without all the body content."}],"resultDescription":"Returns a JSON object containing the distilled content (markdown, structured JSON tables/metadata, skeleton outline, or BM25-ranked budget excerpt), an ROI proof object showing raw vs distilled token counts, compression ratio, tokens saved, and estimated LLM cost saved in USD, plus optional cache hit/miss metadata and billing details.","failureModes":["Invalid or unreachable URL returns an error status","URL fetch timeout for slow or blocked pages","mode=budget without a query parameter may produce suboptimal results","max_tokens set too low may truncate critical content","Raw HTML too large may exceed processing limits","x402 payment failure if agent lacks sufficient USDC balance"],"whenToPreferThis":"Choose this endpoint when you need to reduce token consumption before passing web content to an LLM, especially when working with long documentation pages, blog posts, or HTML-heavy sites. The BM25 budget mode is ideal when you have a specific query and a hard token ceiling. Prefer this over raw URL fetching whenever LLM cost or context window size is a constraint.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T07:21:58.611Z","isFirstParty":false,"canonicalSlug":"shopify-spy-agentdiet-dev-web-url-distiller-context-bloat-eliminator-f09ee1bd"}