Distill URL or HTML to Markdown with BM25 Budget Control

Distill URL or HTML to Markdown with BM25 Budget Control is a paid API for AI agents from 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 compressed Markdown, structured JSON, a skeleton outline, or a BM25-focused token-budgeted excerpt.

Price / call$0.001

Seller volume →—

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://agentdiet.dev/v1/docs-to-markdown)

Output

Returns a JSON object with a 'data' field containing the distilled output (Markdown text, structured JSON tables, skeleton outline, or BM25-focused excerpt depending on mode), plus an 'roi_proof' object showing raw_tokens, distilled_tokens, tokens_saved, compression_ratio_pct, roi_multiplier, and llm_cost_saved_usd. Also includes optional cache hit/miss status and billing details.

Example use cases

Compress docs to fit LLM context

“Grab the OpenAI API docs at https://platform.openai.com/docs/guides/embeddings and distill them into markdown — I only have about 3000 tokens to spare, so please use budget mode focused on the query 'embedding dimensions'.”

Extract structured data from product page

“Take the raw HTML from this Amazon product listing and convert it to structured JSON tables with the metadata and specs — I need the tables and pricing info pulled out cleanly.”

Outline a long technical document

“Fetch https://docs.aws.amazon.com/ec2/latest/userguide and give me a skeleton outline of the page so I can see the section headers without reading the whole thing.”

Technical details

Endpoint

POSThttps://agentdiet.dev/v1/docs-to-markdown?utm_source=zero.xyz

When to prefer

Choose this endpoint when you need to feed web content into an LLM but want to minimize token usage and cost. It is especially useful when you have a strict token budget and want BM25-ranked relevance filtering, or when you need structured JSON tables and metadata extracted from HTML rather than raw text. Prefer it over generic scrapers when ROI proof and compression metrics matter, or when you need multiple output modes (markdown, structured, skeleton, budget) from the same service.

Side effects

URL is unreachable or returns non-200 HTTP status — endpoint may return an error status
HTML payload is empty or malformed — distillation may produce empty or low-quality output
max_tokens set too low for meaningful content — may return a very truncated or empty excerpt
BM25 query not relevant to page content — budget mode may return irrelevant fragments
Payment not provided or insufficient — x402 payment required error returned
Rate limit or timeout on fetching large pages — latency spike or failure

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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