{"uid":"cap_bXozDA3FO8oMqIaM36in4","slug":"whale-momentum-agentdiet-dev-context-bloat-eliminator-url-html-24dc188c","name":"Context Bloat Eliminator – URL & HTML 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://whale-momentum.agentdiet.dev/v1/context-bloat-eliminator)","url":"https://whale-momentum.agentdiet.dev/v1/context-bloat-eliminator?utm_source=zero.xyz","method":"POST","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_iDQYTli9tjjHhJEMC9NXH","protocol":"mpp","methodType":"crypto","chain":"tempo","mode":"charge","costAmount":"0.001","costPer":"request","priority":0,"asset":"0x833589fcd6edb6e08f4c7c32d4f71b54bda02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":"whale-momentum.agentdiet.dev","brandSlug":"whale-momentum-agentdiet-dev-mpp","brandBaseUrl":"https://whale-momentum.agentdiet.dev","brandDocsUrl":null,"whatItDoes":"Fetches a URL or accepts raw HTML and distills it into clean markdown, structured JSON, a skeleton outline, or a BM25-ranked token-budgeted excerpt for LLM context efficiency","exampleAgentPrompt":"Fetch https://stripe.com/docs/payments/checkout and distill it into clean markdown using BM25 budget mode, focused on 'payment intents', with a max of 500 tokens — I need a lean version for my LLM context window.","exampleUseCases":[{"title":"Stripe docs for agent context window","prompt":"Grab the Stripe Checkout docs from builtin://stripe-docs and distill them into budget mode focused on 'webhooks', keeping it under 300 tokens so I can feed it to my coding agent without blowing my context."},{"title":"Competitive pricing page analysis","prompt":"Distill https://www.anthropic.com/pricing into structured mode — I want the pricing tables and metadata extracted cleanly as JSON so my agent can compare them against OpenAI's pricing."},{"title":"Summarize a long blog post for newsletter","prompt":"Take this raw HTML from a TechCrunch article and distill it into markdown mode so I get a clean, readable version stripped of all nav bars, ads, and boilerplate — just the article content."}],"resultDescription":"Returns a JSON object with a 'data' field containing the distilled content (markdown text, structured JSON tables/metadata, skeleton outline, or BM25-ranked excerpt depending on mode), plus an 'roi_proof' block showing raw vs distilled token counts, compression ratio percentage, tokens saved, estimated LLM cost saved in USD, and a cache status object indicating HIT/MISS and latency.","failureModes":["URL unreachable or returns non-200 — fetch failure with error status","HTML too small or already minimal — low compression ratio, roi_multiplier near 1","BM25 query provided without mode=budget — query may be ignored","max_tokens set below content minimum — truncation may lose critical content","Invalid URL format — schema validation error on 'url' field","Payment/402 failure if x402 USDC payment not attached — billing error"],"whenToPreferThis":"Choose this endpoint when you need to shrink a webpage or raw HTML payload before passing it to an LLM, especially when token costs or context window limits are a concern. It is uniquely suited for agentic pipelines where a web page must be fetched and condensed in a single step, with BM25 relevance ranking to focus the output on a specific query — something generic scrapers or markdown converters do not offer. Prefer it over raw fetch+parse approaches when you need ROI metrics (tokens saved, cost saved) or when you need structured JSON table extraction or skeleton outlines in addition to plain markdown.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-23T06:37:18.104Z","isFirstParty":false,"canonicalSlug":"whale-momentum-agentdiet-dev-context-bloat-eliminator-url-html-24dc188c"}