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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 token-intel.agentdiet.dev, paid per call via MPP, $0.001/call, status unknown (last checked 2026-10-21).
Fetches a webpage or raw HTML and converts it into compact, token-efficient Markdown, structured JSON, outline skeleton, or BM25-focused excerpt for AI agent consumption
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/docs-to-markdown)
Output
Returns a JSON object containing: the distilled content (Markdown text, structured JSON tables, skeleton outline, or BM25-focused excerpt) under 'data'; an 'roi_proof' object with raw token count, distilled token count, tokens saved, compression ratio percentage, and estimated LLM cost saved in USD; optional cache hit/miss status with latency; and billing details including fee charged.
Example use cases
Compress docs into agent context window
“I need to read the OpenAI API reference at https://platform.openai.com/docs/api-reference but it's way too long — can you distill it into markdown and cap it at 1500 tokens so it fits in my context?”
Extract structured tables from financial page
“Go to https://stripe.com/docs/billing/prices and distill the content into structured JSON tables so I can see all the pricing fields clearly organized.”
Skeleton outline of technical documentation
“Can you fetch https://docs.aws.amazon.com/ec2/latest/userguide/concepts.html and give me just a skeleton outline of the page so I know what sections exist without reading the whole thing?”
Technical details
Endpoint
GEThttps://token-intel.agentdiet.dev/v1/docs-to-markdown?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to feed web page content to an LLM but want to minimize token usage and cost — especially useful for long documentation pages, reference sites, or any URL where raw content would overflow a context window. Prefer it over raw web scrapers when token compression ratio and LLM cost savings are a priority, when you need structured output modes (tables, skeleton, budget excerpts), or when BM25-focused extraction on a specific query is needed to surface only the most relevant content from a large page.
Side effects
- Invalid or unreachable URL returns an error status
- Token budget too low (below 20) causes validation failure
- HTML parsing failure on malformed or JS-heavy pages with no static content
- Rate limiting or payment failure via x402 protocol prevents access
- mode=budget without a query parameter may produce suboptimal BM25 results
- Very large pages may timeout or exceed processing limits
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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