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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 token-intel.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 with configurable modes including markdown, structured JSON, skeleton outline, or BM25-focused budget 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://token-intel.agentdiet.dev/v1/pdf-extract)
Output
Returns a distilled version of the webpage content in the requested mode (markdown, structured JSON, skeleton, or BM25 budget excerpt), along with ROI proof metrics including raw token count, distilled token count, tokens saved, compression ratio percentage, estimated LLM cost saved, and cache hit/miss status.
Example use cases
Researching a competitor's pricing page
“Fetch and distill https://www.anthropic.com/pricing into structured markdown so I can quickly scan what's on the page without burning through my token budget.”
Budget-focused extraction for a support query
“I need you to pull the content from https://help.shopify.com/en/manual/orders/refunds and extract only the parts relevant to 'refund policy', keeping the output under 500 tokens.”
Skeleton outline of technical documentation
“Give me a skeleton outline of https://developers.google.com/maps/documentation so I can see the overall structure without reading the whole thing.”
Technical details
Endpoint
GEThttps://token-intel.agentdiet.dev/v1/pdf-extract?utm_source=zero.xyzWhen to prefer
Choose this endpoint when an AI agent needs to read a webpage but wants to minimize token consumption and LLM cost. It is especially useful when the target page is long or noisy and only a portion is relevant, or when a strict token budget must be respected. Use mode=budget with a BM25 query when you need keyword-focused excerpts. Prefer this over raw web fetch when compression ratio and token savings matter.
Side effects
- Invalid or unreachable URL returns an error status
- mode=budget without a query or max_tokens may return unfiltered content
- Very large pages may be truncated or exceed processing limits
- Raw HTML input too large may be rejected
- Non-public or paywalled URLs may return empty or partial content
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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