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Web URL Distiller with BM25 Budget Control
Web URL 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 2026-10-21).
Fetches a webpage URL (or accepts raw HTML) and compresses it into compact, agent-ready tokens using configurable distillation modes including BM25-focused budget extraction
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/pdf-extract)
Output
Returns a 'data' object containing the distilled content (Markdown, structured JSON tables/metadata, skeleton outline, or BM25-focused excerpt depending on mode), plus an 'roi_proof' object showing raw vs. distilled token counts, tokens saved, compression ratio percentage, and estimated LLM cost saved in USD. Also includes cache hit/miss status and billing details.
Example use cases
Cost-efficient doc ingestion for agent
“Pull in the Stripe documentation at https://stripe.com/docs/api and compress it into structured markdown under 3000 tokens — I want to save on LLM costs when my agent reads it.”
Focused research extraction from article
“Go to https://techcrunch.com/2024/05/01/openai-latest/ and extract only the parts relevant to 'OpenAI funding' in budget mode with a max of 1500 tokens.”
Skeleton outline of competitor landing page
“Fetch https://www.competitor.com and give me a skeleton outline of their page structure so I can quickly understand how they've organized their content.”
Technical details
Endpoint
GEThttps://mcp-compiler.agentdiet.dev/v1/pdf-extract?utm_source=zero.xyzWhen to prefer
Choose this endpoint when an AI agent needs to ingest web content efficiently without blowing the LLM context window — especially when you want BM25-guided token budgeting to focus on a specific query topic. Ideal for cost-conscious pipelines that repeatedly fetch documentation pages, news articles, or competitor content and need measurable compression ROI. Prefer over generic scrapers when you need markdown/structured/skeleton output modes and explicit token ceiling control.
Side effects
- Invalid or unreachable URL returns an error status
- max_tokens below minimum of 20 is rejected
- BM25 query mode without a query parameter may return unfiltered content
- Raw HTML too large may be truncated or fail
- Network timeouts on slow or blocked target pages
- Payment/402 authentication failure prevents access
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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