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Webpage Distiller – BM25-Budgeted Web Content to Agent Tokens
Webpage Distiller – BM25-Budgeted Web Content to Agent Tokens 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 URL or processes raw HTML and distills it into compact, agent-ready tokens using configurable extraction modes and BM25 budget control
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/webpage-distiller)
Output
Returns a JSON object containing: the distilled content (Markdown, structured JSON, skeleton outline, or BM25-ranked excerpt depending on mode), a cache status object (HIT/MISS with latency), billing details, and an roi_proof block showing raw vs. distilled token counts, tokens saved, compression ratio percentage, ROI multiplier, and estimated LLM cost saved in USD.
Example use cases
LLM cost-saving doc summarization
“Grab https://docs.openai.com/api-reference and distill it down to under 800 tokens using budget mode, focused on the query 'chat completions endpoint', so I can include only the relevant bits in my prompt.”
Structured data extraction from a landing page
“Fetch https://www.anthropic.com/claude and distill it in structured mode so I get JSON tables and metadata — I want to pull out product features and pricing info cleanly.”
Skeleton outline of a research article
“Distill https://arxiv.org/abs/2305.10601 in skeleton mode so I just get the heading outline and section structure without all the body text.”
Technical details
Endpoint
GEThttps://defi-yield.agentdiet.dev/v1/webpage-distiller?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to fetch and compress a web page's content before passing it to an LLM, especially when token budget is a concern. It is ideal for agents that need to read arbitrary URLs at scale without burning large token budgets, or when you want BM25-ranked relevance filtering to focus the output on a specific query. Prefer it over raw scraping tools when you need the output to already be cleaned, tokenized, and cost-quantified.
Side effects
- URL is unreachable or returns non-200 status — endpoint may return an error status
- URL points to a non-HTML resource (PDF, binary) — distillation may fail or return empty
- max_tokens set too low — output may be truncated or query may not be satisfiable within budget
- Raw HTML input is malformed — structured mode may produce incomplete tables
- Payment not included or insufficient — HTTP 402 returned blocking the response
- Rate limits or network timeouts on the target URL — fetch step fails before distillation
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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