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Web URL to Agent-Ready Token Distiller
Web URL to Agent-Ready Token Distiller is a paid API for AI agents from shopify-spy.agentdiet.dev, paid per call via MPP, $0.001/call, status unknown (last checked 2026-10-21).
Fetches and distills a webpage URL or raw HTML into compact, token-efficient markdown, structured data, skeleton outline, or BM25-focused excerpt for AI agents
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://shopify-spy.agentdiet.dev/v1/clean-html)
Output
Returns a distilled representation of the webpage in the requested mode: clean markdown, structured JSON with tables and metadata, a skeleton page outline, or a BM25-ranked budget excerpt. Also includes ROI proof metrics: raw token count, distilled token count, tokens saved, compression ratio percentage, estimated LLM cost saved in USD, and optionally cache hit/miss status and billing details.
Example use cases
Token-budget research for AI agent
“Fetch https://openai.com/pricing and distill it in budget mode focused on 'GPT-4 token costs', keeping the output under 1500 tokens so I can feed it to my agent without blowing my context window.”
Structured data extraction from product page
“Pull the product specs and pricing tables from https://shopify.com/pricing and give them back to me as structured JSON so my agent can compare plans.”
Skeleton outline for site navigation
“Give me a skeleton outline of https://docs.anthropic.com so my agent can understand the top-level structure of the documentation without downloading the whole thing.”
Technical details
Endpoint
GEThttps://shopify-spy.agentdiet.dev/v1/clean-html?utm_source=zero.xyzWhen to prefer
Choose this endpoint when an AI agent needs to ingest live web content but must stay within a token budget or minimize LLM costs. It is especially valuable when the target page is HTML-heavy with navigation boilerplate, ads, or irrelevant content that would otherwise waste context. The BM25 budget mode makes it uniquely suited for query-focused extraction where only the most relevant passages matter. Prefer this over generic scrapers when you need token-count guarantees and ROI reporting built into the response.
Side effects
- Invalid or unreachable URL returns error status
- URL blocked by robots.txt or anti-bot measures causes fetch failure
- max_tokens set below minimum of 20 returns validation error
- query parameter required but missing when mode=budget
- Raw HTML too large may exceed processing limits
- Payment/billing failure via x402 protocol if agent wallet insufficient
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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