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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 defi-yield.agentdiet.dev, paid per call via MPP, $0.001/call, status unknown (last checked 2026-10-21).
Fetches a webpage (or accepts raw HTML) and distills it into compact, agent-ready tokens using configurable extraction modes including BM25-focused budget trimming
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://defi-yield.agentdiet.dev/v1/web-scrape)
Output
Returns a JSON object with a 'data' field containing the distilled content (markdown text, structured JSON tables/metadata, skeleton outline, or BM25-trimmed excerpt depending on mode), plus ROI proof metrics (raw tokens, distilled tokens, tokens saved, compression ratio percentage, LLM cost saved in USD, ROI multiplier), optional cache hit/miss status with latency, and billing details.
Example use cases
Distill docs page for agent context
“Grab the content from https://platform.openai.com/docs/guides/function-calling and distill it into markdown — I want to feed it to my agent without burning through my token budget.”
BM25-focused budget scrape for research
“Fetch https://en.wikipedia.org/wiki/Ethereum and extract only the parts most relevant to 'proof of stake consensus mechanism', keeping the output under 500 tokens in budget mode.”
Structured data extraction from landing page
“Scrape https://stripe.com/pricing and return the content in structured mode so I can get the pricing tiers and feature tables as clean JSON.”
Technical details
Endpoint
GEThttps://defi-yield.agentdiet.dev/v1/web-scrape?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to feed live web content to an LLM but want to minimize token consumption and cost — especially when you need BM25-relevance filtering to focus on a specific subtopic within a large page, or when you want structured/skeleton extraction rather than raw HTML. Prefer it over generic scraping tools when token budget control and ROI transparency (tokens saved, compression ratio) matter to your agent pipeline.
Side effects
- URL is unreachable or returns non-200 HTTP status — endpoint may return an error status
- URL is paywalled or bot-protected (e.g. Cloudflare) — content may be empty or partial
- max_tokens set too low (below 20) — rejected by schema validation
- Invalid mode value supplied — rejected by enum validation
- HTML payload too large — may time out or be truncated
- Payment (x402) not completed — request blocked before processing
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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