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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 mcp-security.agentdiet.dev, paid per call via MPP, $0.001/call, status unknown (last checked 2026-10-21).
Fetches a webpage or raw HTML and distills it into compact, token-efficient markdown, structured JSON, skeleton outline, or BM25-focused budget 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://mcp-security.agentdiet.dev/v1/docs-to-markdown)
Output
Returns a JSON object with a 'data' field containing the distilled content (markdown text, structured JSON tables/metadata, skeleton heading outline, or BM25-filtered excerpt depending on mode), plus an 'roi_proof' object showing raw token count, distilled token count, tokens saved, compression ratio percentage, and estimated LLM cost saved in USD. Optionally includes cache hit/miss status and billing details.
Example use cases
Distill API docs for coding agent
“Grab the OpenAI API reference at https://platform.openai.com/docs/api-reference and distill it into structured markdown — keep it tight, I want to feed it to my coding agent without burning through my token budget.”
BM25-focused excerpt from long page
“Pull https://docs.aws.amazon.com/lambda/latest/dg/welcome.html and give me only the sections relevant to 'cold start performance' — use budget mode, max 1500 tokens.”
Skeleton outline of competitor landing page
“Fetch https://www.notion.so/product and return a skeleton outline of the page structure — I just need the headings and key sections, not the full content.”
Technical details
Endpoint
GEThttps://mcp-security.agentdiet.dev/v1/docs-to-markdown?utm_source=zero.xyzWhen to prefer
Choose this endpoint when an AI agent needs to ingest web page content but wants to minimize token usage and LLM costs — especially for long documentation pages, API references, or news articles. The BM25 budget mode makes it uniquely suited for targeted extraction when you have a specific query and a strict token ceiling. Prefer this over raw fetch/scrape tools when compression ROI and cost transparency matter, or when you need structured JSON tables or skeleton outlines rather than raw HTML.
Side effects
- Invalid or unreachable URL returns error status
- mode=budget without a query or max_tokens may return unfiltered content
- Paywalled or bot-blocked pages may return empty or partial content
- Very large pages may exceed internal fetch limits
- Invalid HTML in the html parameter may produce garbled output
- Missing required 'url' parameter returns a validation error
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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