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Web URL & HTML Token Optimizer (AgentDiet)
Web URL & HTML Token Optimizer (AgentDiet) is a paid API for AI agents from workflows.agentdiet.dev, paid per call via MPP, $0.001/call, status unknown (last checked 2026-10-21).
Fetches and distills any webpage URL or raw HTML 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://workflows.agentdiet.dev/v1/token-optimizer)
Output
Returns a 'data' object containing the distilled content (Markdown, structured JSON, skeleton outline, or BM25 budget excerpt), an 'roi_proof' object showing raw vs. distilled token counts, tokens saved, compression ratio, and estimated LLM cost saved, plus optional cache hit/miss metadata and billing details.
Example use cases
Stripe docs within token budget
“Fetch the Stripe API docs at https://docs.stripe.com/api and distill them into budget mode, focused on 'webhooks', capped at 1500 tokens — I want just the relevant bits for my agent context.”
Competitive pricing page analysis
“Grab https://www.competitor.com/pricing and distill it into structured mode so I can extract their pricing tiers and plan names as clean JSON tables.”
Skeleton outline of a long article
“Take https://en.wikipedia.org/wiki/Large_language_model and give me a skeleton outline of the page so I can see the section headings and structure without burning a ton of tokens.”
Technical details
Endpoint
GEThttps://workflows.agentdiet.dev/v1/token-optimizer?utm_source=zero.xyzWhen to prefer
Choose this endpoint when an AI agent needs to ingest live webpage content but must stay within a token budget — especially when the raw page is too large for direct LLM context. Ideal over generic scrapers when you need BM25-focused excerpts, structured JSON extraction, or skeleton outlines rather than raw HTML dumps. Best for cost-sensitive agentic pipelines where LLM token spend matters.
Side effects
- Invalid or unreachable URL returns a fetch error
- mode=budget without a query or max_tokens may yield unfiltered output
- Raw HTML too large may exceed processing limits
- Paywalled or JavaScript-rendered pages may return incomplete content
- Missing required 'url' parameter returns a validation error
- x402 payment failure blocks execution if funds are insufficient
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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