{"uid":"cap_X1M175Ols3vqehqbw9N28","slug":"token-intel-agentdiet-dev-web-url-context-compressor-with-bm25-budget-ba905db8","name":"Web URL Context Compressor 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://token-intel.agentdiet.dev/v1/context-compress)","url":"https://token-intel.agentdiet.dev/v1/context-compress?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_i8PCsAcY7IHW9oD7rWiQK","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 raw HTML and distills it into compact, agent-ready tokens using configurable extraction modes and optional BM25 query-focused budget control.","exampleAgentPrompt":"Distill the content at https://stripe.com/docs/api into compact markdown, keeping it under 800 tokens and focusing on payment intents.","exampleUseCases":[{"title":"Token-efficient web research for agents","prompt":"Fetch https://openai.com/pricing and compress it into structured markdown so I can reference the pricing tiers without blowing my context window."},{"title":"Query-focused page distillation","prompt":"Distill https://docs.anthropic.com/claude/reference/getting-started-with-the-api using budget mode, focused on the query 'authentication and API keys', and cap it at 500 tokens."},{"title":"Skeleton outline of a documentation page","prompt":"Give me a skeleton outline of https://developer.mozilla.org/en-US/docs/Web/HTTP/Headers so I can see the high-level structure without reading the whole page."}],"resultDescription":"Returns a distilled representation of the web page in one of four formats: cleaned Markdown, structured JSON tables/metadata, a skeleton outline, or a BM25-ranked budget excerpt. Also includes ROI proof fields showing raw token count, distilled token count, tokens saved, compression ratio percentage, estimated LLM cost saved in USD, and a cache hit/miss status with latency.","failureModes":["Invalid or unreachable URL returns an error status","max_tokens below minimum of 20 returns a validation error","BM25 query provided without mode=budget may be ignored","Raw HTML too large may exceed processing limits","Unpaid or failed x402 payment results in 402 response blocking access","Cache miss on first fetch may increase latency"],"whenToPreferThis":"Choose this endpoint when an AI agent needs to read web page content but must stay within a token budget, or when you want to reduce LLM inference costs by compressing raw HTML before passing it to a model. It is especially valuable when you need query-focused extraction (mode=budget with BM25) rather than full-page summarization. Prefer it over generic scraping tools when token efficiency and ROI measurement are important.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T07:23:37.937Z","isFirstParty":false,"canonicalSlug":"token-intel-agentdiet-dev-web-url-context-compressor-with-bm25-budget-ba905db8"}