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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 hn-pulse.agentdiet.dev, paid per call via MPP, $0.001/call, status unknown (last checked 2026-10-21).
Fetches a URL or raw HTML and distills it into compact, agent-ready markdown, structured JSON, skeleton outline, or BM25-focused token-budgeted excerpts
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://hn-pulse.agentdiet.dev/v1/web-scrape)
Output
Returns a 'data' object containing the distilled content (markdown text, structured JSON tables/metadata, skeleton outline, or BM25-ranked excerpt depending on mode), plus an 'roi_proof' object with raw_tokens, distilled_tokens, tokens_saved, compression_ratio_pct, roi_multiplier, and llm_cost_saved_usd, along with cache hit/miss status and billing details.
Example use cases
Token-efficient documentation reading
“Distill https://docs.openai.com/api-reference into structured markdown for me — I want the cleanest possible version without all the nav clutter, using markdown mode.”
BM25 focused research extraction
“Scrape https://en.wikipedia.org/wiki/Large_language_model and give me only the parts relevant to 'training data', budget mode with a max of 300 tokens so I don't blow my context window.”
Competitive intel page summarization
“Pull the content from https://www.anthropic.com/product and distill it into a skeleton outline so I can quickly see the structure of what they're offering without reading the whole page.”
Technical details
Endpoint
GEThttps://hn-pulse.agentdiet.dev/v1/web-scrape?utm_source=zero.xyzWhen to prefer
Choose this endpoint when an agent needs to read web content but wants to minimize token consumption — especially useful when processing documentation pages, long articles, or data-heavy sites. Prefer over raw fetch+parse when token budget control via BM25 or a strict max_tokens ceiling is needed. The built-in compression ROI reporting makes it easy to audit cost savings per call. Best suited for single-URL distillation with structured or markdown output requirements.
Side effects
- Invalid or unreachable URL returns an error status
- Paywalled or bot-blocked pages may return empty or partial content
- max_tokens too low (below 20) returns a validation error
- BM25 query with no matching content returns minimal output
- Raw HTML too large may time out or be truncated
- x402 payment failure prevents endpoint access
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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