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Web URL Context Distiller
Web URL Context Distiller 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 a web page and compresses it into compact, agent-ready tokens using multiple extraction modes to reduce LLM context overhead.
Price / call$0.001
Success—
StatusUnknown
How this service works
Distill a web URL into compact agent-ready tokens (Live x402 v2, IETF MPP & MCP endpoint at https://polymarket-odds.agentdiet.dev/v1/context-bloat-eliminator)
Output
Returns a distilled version of the target webpage in the chosen format (markdown, structured JSON, skeleton outline, or BM25-focused budget excerpt), along with ROI proof metrics including raw token count, distilled token count, tokens saved, compression ratio percentage, estimated LLM cost saved in USD, and optional cache hit/miss status and billing details.
Example use cases
Compress docs page for agent pipeline
“Distill https://docs.openai.com/api-reference into structured markdown mode so I can feed it to my agent without blowing up my context window.”
Budget extract relevant section of article
“Pull only the parts of https://www.sec.gov/cgi-bin/browse-edgar that are relevant to 'annual filings' and cap the output at 500 tokens using budget mode.”
Skeleton outline of competitor landing page
“Give me a skeleton outline of https://www.anthropic.com/product — I just want the headings and structure, nothing verbose.”
Technical details
Endpoint
GEThttps://polymarket-odds.agentdiet.dev/v1/context-bloat-eliminator?utm_source=zero.xyzWhen to prefer
Use this endpoint when you need to fetch and compress a public web page into a compact, token-efficient representation before passing it to an LLM, especially when context window size or LLM token costs are a concern. Prefer this over raw web scraping when you want multiple extraction modes (markdown, structured, skeleton, budget) and built-in compression metrics. Ideal for AI agent pipelines that need to process live web content without context bloat.
Side effects
- Invalid or unreachable URL returns an error status
- URL behind authentication wall cannot be fetched
- max_tokens set below minimum of 20 returns validation error
- BM25 query provided without mode=budget may be ignored
- Very large pages may hit internal processing limits
- Rate limiting or payment failure (HTTP 402) if USDC payment not settled
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| urlrequired | string | Target webpage URL to distill (or builtin://stripe-docs) |
| mode | string | Extraction mode: markdown, structured, skeleton, or budget |
| query | string | BM25 focus query when mode=budget |
| max_tokens | integer | Strict token 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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