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Web URL to Agent-Ready Token Distiller
Web URL to Agent-Ready Token Distiller is a paid API for AI agents from email-verify.agentdiet.dev, paid per call via MPP, $0.001/call, status unknown (last checked 2026-10-21).
Fetches a URL (or accepts raw HTML) and compresses it into compact, agent-readable tokens using BM25 budget control across multiple distillation modes
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://email-verify.agentdiet.dev/v1/prompt-compress)
Output
Returns a JSON object containing: distilled content in the requested format (markdown, structured JSON, skeleton outline, or BM25-focused excerpt), an ROI proof block showing raw token count, distilled token count, tokens saved, compression ratio percentage, and estimated LLM cost saved in USD, plus optional cache hit/miss status and billing confirmation.
Example use cases
Fit documentation into LLM context
“Grab https://platform.openai.com/docs/guides/function-calling and distill it into budget mode with a max of 800 tokens, focusing the BM25 query on 'tool calling examples' — I need it small enough to fit in my agent's context window.”
Structured extraction from landing page
“Take https://linear.app and distill it in structured mode so I get JSON tables of their product features and pricing tiers — I want clean agent-ready data, not raw HTML.”
Skeleton outline of a long article
“Distill https://www.sequoiacap.com/article/ai-powered-tools-for-developers/ in skeleton mode so I just get the heading structure and key section summaries without the full body text.”
Technical details
Endpoint
GEThttps://email-verify.agentdiet.dev/v1/prompt-compress?utm_source=zero.xyzWhen to prefer
Choose this endpoint when an AI agent needs to ingest a live webpage or documentation URL but the raw content would exceed the LLM context window or waste tokens. It is especially valuable when you need BM25-focused relevance filtering (mode=budget with a query) to pull only the sections relevant to a specific question, or when you want structured JSON tables extracted from unstructured HTML. Prefer it over generic scraping tools when token cost efficiency and compression ROI are measurable requirements.
Side effects
- URL is unreachable or returns non-200 status — endpoint cannot fetch content
- URL resolves to a paywalled or bot-blocked page — returns empty or partial content
- max_tokens set below 20 — validation error
- mode=budget used without providing a query parameter — BM25 ranking has no target
- Raw HTML payload too large — may timeout or truncate
- Payment not authorized via x402 — 402 response blocking execution
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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