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Web URL Distiller with BM25 Budget Control
Web URL Distiller with BM25 Budget Control is a paid API for AI agents from onchain-risk.agentdiet.dev, paid per call via MPP, $0.001/call, status unknown (last checked 2026-10-21).
Fetches a webpage or raw HTML and distills it into compact, agent-ready tokens using configurable modes including markdown, structured, skeleton, or BM25-focused budget extraction
Price / call$0.001
Success—
StatusUnknown
How this service works
Distill a URL or raw HTML payload with BM25 budget control (Live x402 v2, IETF MPP & MCP endpoint at https://onchain-risk.agentdiet.dev/v1/clean-html)
Output
Returns a status field, distilled content in the chosen format (markdown text, structured JSON tables/metadata, skeleton outline, or BM25-ranked excerpt), plus an roi_proof object showing raw_tokens, distilled_tokens, tokens_saved, compression_ratio_pct, roi_multiplier, and llm_cost_saved_usd. Also includes cache hit/miss status and billing details.
Example use cases
LLM context cost reduction
“Pull the content from https://docs.openai.com/api-reference and compress it into budget mode focused on 'embeddings endpoint', capped at 1500 tokens — I want to minimize what I send to the model.”
Structured data extraction from landing page
“Fetch https://www.acmecorp.com/pricing and distill it in structured mode so I can get the pricing tiers and feature table as clean JSON without all the HTML noise.”
Quick skeleton outline of documentation
“Grab https://docs.github.com/en/actions and give me a skeleton outline of the page so I can see the section headers and navigation structure without loading the full content.”
Technical details
Endpoint
GEThttps://onchain-risk.agentdiet.dev/v1/clean-html?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to feed web content into an LLM context window and want to minimize token consumption and cost. It is especially valuable when the target page is large, when you have a strict token budget, or when you need BM25-focused extraction to surface only the most query-relevant content. Prefer it over raw fetch tools when compression ratio and LLM cost savings matter, or when you want structured/skeleton output rather than raw HTML.
Side effects
- Invalid or unreachable URL returns an error status
- HTML fetch timeout for slow or large pages
- mode=budget without a query may produce unfocused results
- max_tokens set too low may truncate critical content
- Paywalled or bot-blocked pages may return incomplete HTML
- Missing required 'url' parameter causes validation error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| urlrequired | string | Target webpage URL to fetch and distill (or builtin://stripe-docs) |
| html | string | Optional raw HTML string to distill directly without fetching |
| mode | string | Distillation mode |
| query | string | BM25 focus query when mode=budget |
| max_tokens | integer | Strict token budget ceiling when mode=budget |
Output
Schema · Response
| Field | Type | Description |
|---|---|---|
| datarequired | object | Distilled Markdown, structured JSON tables/metadata, skeleton outline, or BM25 budget excerpt. |
| cache | object | |
| statusrequired | string | Execution status ('ok') |
| billing | object | |
| roi_proofrequired | object |
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