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Web URL Markdown Distiller with BM25 Budget Control
Web URL Markdown Distiller with BM25 Budget Control is a paid API for AI agents from whale-momentum.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, agent-ready Markdown, structured JSON, skeleton outline, or BM25-focused budget excerpt with token savings reporting
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://whale-momentum.agentdiet.dev/v1/markdown-distill)
Output
Returns a JSON object containing distilled content (Markdown text, structured JSON tables/metadata, skeleton outline, or BM25-focused excerpt depending on mode), along with an roi_proof block showing raw vs distilled token counts, compression ratio, tokens saved, and estimated LLM cost saved in USD. Also includes cache status and billing details.
Example use cases
Compress docs page for agent context
“Fetch https://docs.openai.com/api-reference and distill it into Markdown so I can include the key details in my agent's context without blowing the token limit.”
BM25 focused excerpt for research
“Pull the page at https://en.wikipedia.org/wiki/Retrieval-augmented_generation and extract only the parts about 'vector search' using budget mode, capped at 300 tokens.”
Structured JSON from product page
“Convert this product listing at https://www.apple.com/macbook-pro into structured JSON tables and metadata so my agent can parse the specs and pricing cleanly.”
Technical details
Endpoint
GEThttps://whale-momentum.agentdiet.dev/v1/markdown-distill?utm_source=zero.xyzWhen to prefer
Choose this endpoint when an AI agent needs to read or reason about a webpage but must stay within a token budget, minimize LLM context costs, or receive structured/Markdown-formatted content rather than raw HTML. Especially useful when you need BM25-focused excerpt extraction (mode=budget with a query) to surface only the most relevant sections. Prefer over generic scraping endpoints when token efficiency and cost savings metrics are required.
Side effects
- Invalid or unreachable URL returns an error status
- HTML fetch blocked by target site (robots.txt, anti-bot measures)
- max_tokens too low to produce meaningful output
- BM25 query returns no relevant content within budget
- Payment failure via x402 prevents execution
- Malformed HTML input causes distillation 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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