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Web URL Context Trimmer & Distiller
Web URL Context Trimmer & 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 webpage or raw HTML and distills 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://email-verify.agentdiet.dev/v1/context-trimmer)
Output
Returns a 'data' object containing the distilled content (markdown, structured JSON, skeleton, or BM25-focused excerpt), plus an roi_proof block showing raw vs distilled token counts, compression ratio, tokens saved, and estimated LLM cost saved in USD. Also includes cache status and billing details.
Example use cases
Documentation page for agent onboarding
“Grab the Stripe docs page at https://stripe.com/docs/payments and distill it into structured markdown so my agent can understand the payment flow — keep it tight, under 1500 tokens.”
Budget-focused research on competitor pricing
“Fetch https://openai.com/pricing and extract only the content relevant to 'API token pricing' using budget mode with a max of 1000 tokens.”
Skeleton outline of a long article
“Take this URL https://en.wikipedia.org/wiki/Large_language_model and give me just the skeleton outline — the headers and structure — so I can see what sections are covered without loading the whole thing.”
Technical details
Endpoint
GEThttps://email-verify.agentdiet.dev/v1/context-trimmer?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to feed web page content into an LLM but want to minimize context window usage and LLM costs. Especially useful when working with long documentation pages, research articles, or competitor sites where only the relevant sections matter. Prefer this over raw scraping when token budget control or BM25 relevance filtering is required.
Side effects
- Invalid or unreachable URL returns an error status
- URL blocked by robots.txt or anti-bot protection causes fetch failure
- max_tokens set below minimum (20) is rejected
- mode=budget without a query may return unfiltered content
- Paywalled or JavaScript-heavy pages may not distill correctly
- Payment not fulfilled via x402 returns HTTP 402
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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