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URL to Markdown Distiller with BM25 Budget Control
URL to Markdown Distiller with BM25 Budget Control is a paid API for AI agents from token-intel.agentdiet.dev, paid per call via MPP, $0.001/call, status unknown (last checked 2026-10-23).
Fetches a URL or accepts raw HTML and converts it to distilled Markdown, structured JSON, or a BM25-ranked token-budget excerpt, reporting token savings and compression metrics.
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://token-intel.agentdiet.dev/v1/url-to-markdown)
Output
Returns a JSON object containing the distilled content (Markdown, structured JSON, skeleton outline, or BM25-ranked excerpt depending on mode), plus an roi_proof block showing raw token count, distilled token count, tokens saved, compression ratio percentage, LLM cost saved in USD, and ROI multiplier. Also includes cache status (HIT/MISS) and billing details.
Example use cases
Fit docs page into context window
“Grab https://docs.openai.com/api-reference and distill it in budget mode with the query 'function calling' and a max of 1500 tokens — I need to feed it to a model without blowing my context limit.”
Extract structured tables from a pricing page
“Take https://aws.amazon.com/ec2/pricing/ and run it through structured distillation mode so I get the pricing tables as JSON instead of a wall of HTML.”
Convert raw HTML email to markdown
“I have this raw HTML newsletter content — can you distill it directly into clean markdown without fetching anything? Here's the HTML: <html>...</html>”
Technical details
Endpoint
POSThttps://token-intel.agentdiet.dev/v1/url-to-markdown?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to feed web content into an LLM and want to minimize token usage and cost — especially when using budget mode with a BM25 query to extract only the most relevant excerpt from a long page. It is distinctly useful over generic scrapers because it returns explicit token savings metrics and compression ratios alongside the content, making it ideal for cost-aware agentic pipelines. Prefer it over raw HTML fetchers when you need clean Markdown or structured JSON output rather than raw DOM.
Side effects
- URL is unreachable or returns non-200 — fetch fails with error status
- HTML input is malformed or empty — distillation returns minimal or empty output
- max_tokens set too low (below 20) — validation error returned
- query field omitted when mode=budget — BM25 ranking cannot be applied
- Rate limiting or payment failure via x402 — 402 Payment Required response
- Target URL blocks headless fetchers — returns empty or anti-bot page 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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