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Web Content Distiller with BM25 Budget Control
Web Content Distiller with BM25 Budget Control is a paid API for AI agents from mcp-compiler.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 distills it into clean Markdown, structured JSON, a skeleton outline, or a token-budget excerpt using BM25 relevance scoring
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-compiler.agentdiet.dev/v1/paywall-clean-extract)
Output
Returns a JSON object with a 'data' field containing the distilled content (Markdown, structured JSON, skeleton, or BM25 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. Also includes cache status (HIT/MISS) and billing details.
Example use cases
Research digest from paywall article
“Grab the content from https://techcrunch.com/2024/05/01/openai-latest/ and distill it into clean markdown so I can read it without all the ads and navigation clutter.”
Token-budget excerpt for RAG pipeline
“I need to extract only the parts of https://docs.stripe.com/payments/checkout about 'subscription billing' — keep it under 300 tokens so it fits in my context window.”
Structured data extraction from raw HTML
“I have a raw HTML blob from a product page — can you distill it into structured JSON tables with the product metadata, pricing, and specs pulled out cleanly?”
Technical details
Endpoint
POSThttps://mcp-compiler.agentdiet.dev/v1/paywall-clean-extract?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to convert raw web content into LLM-friendly text with strict token control — especially when context window cost or size is a constraint. It is distinctly suited for agentic RAG pipelines, automated research, or any workflow where you need clean, compressed page content rather than raw HTML. Prefer it over general-purpose scrapers when BM25 relevance filtering or a hard token ceiling is required.
Side effects
- URL is unreachable or returns non-200 (network error or timeout)
- Paywall or bot-detection blocks content fetch
- HTML input is empty or malformed
- max_tokens set too low to return meaningful content (below 20)
- BM25 query provided without mode=budget causing ignored scoring
- Rate limits or payment failures via x402 protocol
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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