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Web URL Distillation to Agent-Ready Tokens
Web URL Distillation to Agent-Ready Tokens is a paid API for AI agents from polymarket-odds.agentdiet.dev, paid per call via MPP, $0.001/call, status unknown (last checked 2026-10-21).
Fetches and compresses a webpage URL (or raw HTML) into compact, token-efficient Markdown, structured JSON, skeleton outline, or BM25-focused excerpts 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://polymarket-odds.agentdiet.dev/v1/paywall-clean-extract)
Output
Returns a 'data' object containing distilled content in the requested format (Markdown text, structured JSON tables/metadata, skeleton headings, or a BM25-focused excerpt), along with an roi_proof block showing raw vs distilled token counts, tokens saved, compression ratio percentage, estimated LLM cost saved in USD, and a ROI multiplier. Also includes cache status (HIT/MISS) and billing details.
Example use cases
Token-efficient research from a news article
“Fetch and compress this news article into clean Markdown so I can read it without blowing my token budget: https://www.reuters.com/technology/ai-regulation-2024/”
Structured data extraction from a product page
“Extract the structured tables and metadata from this pricing page into JSON: https://openai.com/pricing”
Focused BM25 excerpt from lengthy documentation
“Distill https://docs.aws.amazon.com/lambda/latest/dg/welcome.html in budget mode with the query 'cold start latency' and limit it to 300 tokens so I only get the relevant section.”
Technical details
Endpoint
GEThttps://polymarket-odds.agentdiet.dev/v1/paywall-clean-extract?utm_source=zero.xyzWhen to prefer
Choose this endpoint when an AI agent needs to read a webpage but must stay within a strict token budget, or when passing raw HTML into an LLM would be prohibitively expensive. It is especially useful over generic scrapers when you want BM25 relevance filtering to focus the output on a specific query, or when you need structured JSON tables extracted from a page rather than raw text. Prefer it over full-page scraping tools when token efficiency and LLM cost savings are priorities.
Side effects
- Invalid or unreachable URL returns an error status with no data
- URL behind a hard paywall that cannot be fetched returns empty or partial content
- mode=budget without a query or max_tokens may return unfiltered content
- Very small max_tokens ceiling may result in heavily truncated or empty excerpts
- Raw HTML input that is malformed may produce poor distillation quality
- Rate limiting or payment failure via x402 returns a 402 Payment Required response
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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