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Web URL Markdown Distillation with BM25 Budget Control
Web URL Markdown Distillation with BM25 Budget Control is a paid API for AI agents from shopify-intel.agentdiet.dev, paid per call via MPP, $0.001/call, status unknown (last checked 2026-10-21).
Fetches a web URL (or accepts 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://shopify-intel.agentdiet.dev/v1/markdown-distill)
Output
Returns a 'data' object containing the distilled content in the requested format (Markdown, structured JSON, skeleton, or BM25 excerpt), 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
Stripe docs distillation for agent
“Fetch and distill https://stripe.com/docs/api into skeleton mode so I can quickly understand the structure without blowing my context window.”
BM25 budget excerpt for research
“Distill https://openai.com/research/gpt-4 in budget mode with the query 'multimodal capabilities' and a max of 500 tokens — I only need the relevant parts.”
Structured extraction from product page
“Take this raw HTML from a Shopify product page and distill it into structured mode so I get the tables and metadata in clean JSON.”
Technical details
Endpoint
GEThttps://shopify-intel.agentdiet.dev/v1/markdown-distill?utm_source=zero.xyzWhen to prefer
Choose this endpoint when an agent needs to read web content but must stay within a tight token budget — especially when processing large documentation pages, product listings, or research articles. Prefer it over generic scrapers when you need BM25-focused excerpts tuned to a specific query, or when you want structured/skeleton output rather than raw HTML. Best suited for LLM pipelines where context window cost is a concern.
Side effects
- Missing required 'url' parameter returns validation error
- Unreachable or blocked URL results in fetch failure
- mode=budget without 'query' may return unfiltered or degraded output
- max_tokens set below minimum (20) causes rejection
- Rate limiting or payment failure (HTTP 402) if agent payment not configured
- Invalid HTML in 'html' parameter may cause parse errors
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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