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Web URL to Markdown Distiller with BM25 Budget Control
Web URL to Markdown Distiller with BM25 Budget Control 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 webpage (or accepts raw HTML) and distills it into compact, agent-ready markdown, structured JSON, a skeleton outline, or a BM25-focused token budget excerpt
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/markdown-distill)
Output
Returns a JSON object with a 'data' field containing the distilled content (markdown text, structured JSON, skeleton outline, or BM25-ranked excerpt depending on mode), plus an 'roi_proof' object showing raw vs distilled token counts, compression ratio, tokens saved, and estimated LLM cost saved in USD. Also includes optional cache hit/miss status and billing details.
Example use cases
Cheap research brief from live webpage
“Grab the article at https://techcrunch.com/2024/05/01/openai-news and distill it into compact markdown so I can feed it to my model without blowing my token budget.”
Focused Q&A extraction with BM25
“Fetch https://en.wikipedia.org/wiki/Transformer_(deep_learning_architecture) and extract only the parts relevant to 'attention mechanism' using budget mode, max 300 tokens.”
Structured data pull from a product page
“Pull the page at https://aws.amazon.com/ec2/pricing/ and distill it into structured JSON tables so I can see the pricing tiers cleanly.”
Technical details
Endpoint
GEThttps://polymarket-odds.agentdiet.dev/v1/markdown-distill?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to feed webpage content into an LLM but want to minimize token consumption and cost. It is especially valuable when you have a strict token budget (use budget+BM25 mode), need clean markdown instead of raw HTML, or want structured tables/metadata extracted automatically. Prefer it over raw fetching whenever LLM context window cost is a concern or when you need content focused around a specific query topic.
Side effects
- Invalid or unreachable URL returns an error status
- max_tokens too low to produce meaningful output (minimum 20)
- Raw HTML not provided when url is omitted causes validation error
- BM25 query mode requires a query parameter — omitting it may return unfiltered content
- Rate limiting or payment failure (HTTP 402) if USDC balance is insufficient
- Paywalled or bot-blocked pages may return minimal or no content
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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