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Web URL HTML Distiller with BM25 Budget Control
Web URL HTML 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 and distills a web URL or raw HTML into compact, agent-ready tokens using configurable extraction modes and optional BM25-guided 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://token-intel.agentdiet.dev/v1/clean-html)
Output
Returns a distilled version of the target webpage or HTML payload in the requested mode (markdown, structured JSON tables/metadata, skeleton outline, or BM25-focused budget excerpt), along with an ROI proof object showing raw token count, distilled token count, tokens saved, compression ratio percentage, estimated LLM cost saved in USD, and a ROI multiplier. Also includes cache status and billing details.
Example use cases
LLM cost reduction for web research
“Fetch https://docs.openai.com/api-reference and distill it into budget mode, focusing on the 'chat completions' section with a max of 1500 tokens — I want to save on LLM costs when passing this to a downstream model.”
Structured data extraction from landing page
“Take the HTML from this product page at https://www.anthropic.com/claude and extract it in structured mode so I get the tables and metadata in a clean JSON format.”
Skeleton outline of a long article
“Distill https://en.wikipedia.org/wiki/Large_language_model into skeleton mode so I get just the section headers and outline structure without all the body content.”
Technical details
Endpoint
GEThttps://token-intel.agentdiet.dev/v1/clean-html?utm_source=zero.xyzWhen to prefer
Choose this endpoint when an AI agent needs to process web pages but must stay within token budgets or reduce LLM inference costs — especially when the raw HTML is noisy or large. The BM25 budget mode makes it uniquely suited for targeted extraction when only a specific topic or section of a page is relevant. Prefer it over generic scrapers when you need ROI metrics on token compression or need structured/skeleton output formats beyond raw markdown.
Side effects
- Invalid or unreachable URL returns an error status
- HTML payload too large may exceed processing limits
- BM25 budget mode requires both query and max_tokens to be meaningful
- max_tokens set below 20 is rejected by schema validation
- Payment failure via x402 blocks the request
- Cached responses may be stale for rapidly changing pages
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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