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AgentDiet Web URL Distiller
AgentDiet Web URL Distiller 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 URL (or accepts raw HTML) and compresses it into compact, agent-ready tokens using BM25 budget control and multiple extraction 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://whale-momentum.agentdiet.dev/v1/context-diet)
Output
Returns a JSON object containing: a 'data' field with the distilled content in the requested format (Markdown, structured JSON tables/metadata, skeleton outline, or BM25-focused excerpt); an 'roi_proof' object showing raw token count, distilled token count, tokens saved, compression ratio percentage, ROI multiplier, and estimated LLM cost saved in USD; optional cache metadata (HIT/MISS, cache key, latency); and billing details including fee charged.
Example use cases
Compress docs page for agent context
“Fetch https://platform.openai.com/docs/guides/function-calling and distill it into compact markdown so I can include it in my agent's context without blowing my token budget.”
BM25 focused excerpt from research page
“Distill https://arxiv.org/abs/2401.00001 in budget mode with the query 'transformer attention mechanisms' and cap it at 500 tokens — I only want the most relevant bits.”
Skeleton outline of a long article
“Give me a skeleton outline of https://en.wikipedia.org/wiki/Large_language_model so I can see the structure and section headings without reading the whole thing.”
Technical details
Endpoint
GEThttps://whale-momentum.agentdiet.dev/v1/context-diet?utm_source=zero.xyzWhen to prefer
Choose this endpoint when an AI agent needs to read web content but must stay within a token budget — particularly useful for injecting live documentation, articles, or structured web data into an agent's context window without hitting LLM token limits. Prefer it over raw fetch when you need BM25-ranked relevance filtering, structured output (tables/metadata), or skeleton outlines. Best suited for single-URL distillation tasks where cost-per-call matters and compression ROI is measurable.
Side effects
- Invalid or unreachable URL returns an error status
- URL that blocks scraping/bots may return empty or partial content
- Token budget (max_tokens) too small to produce meaningful output
- query parameter ignored if mode is not set to 'budget'
- Raw HTML too large may time out or be truncated
- Payment/402 failure if insufficient USDC balance
- Malformed HTML may produce garbled distilled output
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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