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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 email-verify.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 with configurable extraction modes and optional BM25-based token budgeting
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://email-verify.agentdiet.dev/v1/web-scrape)
Output
Returns a JSON object containing distilled page content in the requested format (Markdown, structured JSON tables, skeleton outline, or BM25-focused excerpt), along with ROI proof metadata showing raw token count, distilled token count, tokens saved, compression ratio percentage, and estimated LLM cost saved in USD. Also includes cache status and billing information.
Example use cases
Research summary from live webpage
“Pull the content from https://openai.com/research/gpt-4 and distill it into clean markdown so I can read the key points without wading through the full page.”
Token-budget extraction for LLM context
“Fetch https://docs.aws.amazon.com/lambda/latest/dg/welcome.html and extract only the parts relevant to 'cold start latency', keeping it under 300 tokens so it fits in my prompt.”
Structured data extraction from product page
“Scrape https://www.apple.com/iphone-16-pro/ in structured mode and give me the key specs and pricing as organized JSON tables.”
Technical details
Endpoint
GEThttps://email-verify.agentdiet.dev/v1/web-scrape?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to reduce the token footprint of web content before passing it to an LLM, especially when working within tight context windows or cost budgets. It is particularly valuable when you need BM25-focused extraction (mode=budget) to pull only the most query-relevant passages from a long page, or when you want structured JSON tables and metadata rather than raw HTML. Prefer it over generic scrapers when token efficiency and LLM-readiness are primary concerns.
Side effects
- Invalid or unreachable URL returns an error status
- URL behind authentication or paywalls may return empty or partial content
- mode=budget without a query or max_tokens may produce unexpected output
- Very large pages may be truncated even without a token budget
- Raw HTML injection via the html parameter may fail if malformed
- Rate limiting or payment failure via x402 returns 402 status
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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