{"uid":"cap__EBK6UPI3DJ0gfIh-HIYU","slug":"token-intel-agentdiet-dev-web-url-distiller-context-bloat-eliminator-390a5c65","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://token-intel.agentdiet.dev/v1/context-bloat-eliminator)","url":"https://token-intel.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_2CgXnPadEYKDHBCvfjeVo","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 a URL (or accepts raw HTML) and compresses it into compact, agent-ready tokens using BM25 budget control and multiple distillation modes","exampleAgentPrompt":"Can you distill https://stripe.com/docs/payments into compact markdown, keeping it under 500 tokens and focusing on 'payment intents'?","exampleUseCases":[{"title":"Research assistant reading a news article","prompt":"Fetch https://techcrunch.com/2024/05/01/openai-raises-funding and distill it into clean markdown so I can read the key points without blowing my context window."},{"title":"Budget-constrained doc extraction for agent pipeline","prompt":"I need you to pull https://docs.aws.amazon.com/s3/index.html and return only the most relevant 300 tokens about 'bucket permissions' using budget mode with BM25 focus."},{"title":"Structured data extraction from a product page","prompt":"Distill https://www.apple.com/iphone-16-pro in structured mode so I get the specs and pricing as clean JSON tables without all the marketing fluff."}],"resultDescription":"Returns a 'data' object containing the distilled content (Markdown, structured JSON, skeleton outline, or BM25-filtered excerpt), an 'roi_proof' object showing raw vs. distilled token counts, tokens saved, compression ratio percentage, estimated LLM cost savings in USD, and ROI multiplier, plus optional billing and cache metadata.","failureModes":["Invalid or unreachable URL returns a fetch error","max_tokens set below minimum of 20 returns a validation error","mode=budget without a query parameter may return unfiltered or error response","Rate limiting or payment failure via x402 blocks the request","HTML content too large may timeout or be truncated","Malformed HTML input may produce poor distillation quality"],"whenToPreferThis":"Choose this endpoint when an AI agent needs to read web pages but must stay within a strict token budget, reduce LLM API costs, or pass only the relevant portion of a page into its context. It is especially valuable in agentic pipelines where multiple web pages need to be read in sequence, as it dramatically reduces per-call token spend. Prefer it over raw HTTP fetch + manual parsing when you need BM25-focused relevance filtering or structured/skeleton extraction modes out of the box.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T07:21:55.854Z","isFirstParty":false,"canonicalSlug":"token-intel-agentdiet-dev-web-url-distiller-context-bloat-eliminator-390a5c65"}