{"uid":"cap_Deps-33v42hXdEz2kowNP","slug":"mcp-security-agentdiet-dev-web-url-distiller-context-bloat-eliminator-b05285d6","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://mcp-security.agentdiet.dev/v1/context-bloat-eliminator)","url":"https://mcp-security.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_zqJQqMBxgDpNSyDIEAhzJ","protocol":"mpp","methodType":"crypto","chain":"tempo","mode":"charge","costAmount":"0.001","costPer":"request","priority":0,"asset":"0x833589fcd6edb6e08f4c7c32d4f71b54bda02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":"mcp-security.agentdiet.dev","brandSlug":"mcp-security-agentdiet-dev-mpp","brandBaseUrl":"https://mcp-security.agentdiet.dev","brandDocsUrl":null,"whatItDoes":"Fetches a URL or raw HTML and compresses it into compact, agent-ready tokens using BM25 budget control and multiple distillation modes","exampleAgentPrompt":"Distill https://stripe.com/pricing into compact markdown using budget mode, focused on the query 'monthly fees and transaction costs', capped at 300 tokens, so I can include it in my agent context.","exampleUseCases":[{"title":"Stripe docs fit in context window","prompt":"Fetch https://stripe.com/docs/payments/accept-a-payment and distill it into structured mode so I get the key tables and metadata without all the boilerplate — I need to keep my token count low."},{"title":"Budget-constrained competitor pricing research","prompt":"Grab https://openai.com/api/pricing and distill it in budget mode with the query 'GPT-4o cost per million tokens', capped at 200 tokens."},{"title":"Skeleton outline of a long blog post","prompt":"Can you take https://martinfowler.com/articles/microservices.html and extract just the skeleton outline of the article — headings and key structure — so I can decide which sections to read in full?"}],"resultDescription":"Returns a JSON object with a 'data' field containing the distilled content (Markdown, structured JSON tables/metadata, skeleton outline, or BM25-ranked excerpt depending on mode), plus an 'roi_proof' object showing raw token count, distilled token count, tokens saved, compression ratio percentage, LLM cost saved in USD, and an ROI multiplier. Also includes optional cache hit/miss status and billing info.","failureModes":["URL unreachable or returns non-200 status — service may return an error status","Paywalled or JavaScript-heavy pages may yield empty or low-quality distillation","Token budget too low (max_tokens < 20) — rejected by schema validation","BM25 query provided without mode=budget — query may be ignored","Raw HTML too large may exceed processing limits","Payment required (HTTP 402) if no valid x402 payment header is included"],"whenToPreferThis":"Choose this endpoint when you need to read a live webpage but cannot afford to dump its full raw content into an LLM context window. It is especially valuable when you have a strict token budget (use mode=budget with a query and max_tokens), want structured extraction of tables and metadata (mode=structured), or need a quick navigational skeleton of a long document (mode=skeleton). Prefer it over generic web scrapers when token economy and LLM cost savings are the primary concern, or when you need BM25-ranked excerpt relevance rather than full-page content.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T07:47:39.714Z","isFirstParty":false,"canonicalSlug":"mcp-security-agentdiet-dev-web-url-distiller-context-bloat-eliminator-b05285d6"}