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Web URL Context Trimmer & Distiller
Web URL Context Trimmer & Distiller 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 a web URL (or raw HTML) and compresses it into compact, agent-ready tokens using BM25 budget control and 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://workflows.agentdiet.dev/v1/context-trimmer)
Output
Returns a JSON object with a 'data' field containing the distilled content (markdown, structured tables/metadata, skeleton outline, or BM25-focused excerpt), plus an 'roi_proof' object showing raw_tokens, distilled_tokens, tokens_saved, compression_ratio_pct, roi_multiplier, and llm_cost_saved_usd. Also includes cache hit/miss status and billing details.
Example use cases
Compress docs page for agent context
“Fetch https://docs.anthropic.com/claude/reference/messages-post and distill it into structured mode so I can load the API reference into my agent without blowing my context budget.”
Extract relevant section from long article
“Grab https://en.wikipedia.org/wiki/Transformer_(deep_learning_architecture) and use budget mode with a 1500 token max, focusing the BM25 query on 'attention mechanism', so I only get the relevant parts.”
Competitive pricing page intelligence
“Distill https://www.notion.so/pricing into skeleton mode so I can see the page outline and pricing tier structure in a compact format my agent can parse.”
Technical details
Endpoint
GEThttps://workflows.agentdiet.dev/v1/context-trimmer?utm_source=zero.xyzWhen to prefer
Choose this endpoint when an AI agent needs to ingest web content but must stay within a strict token budget — especially for long documentation pages, news articles, or HTML-heavy sites. It is ideal when you need BM25-focused relevance trimming (only extracting sections matching a query), or when you want structured/skeleton extraction rather than raw HTML. Prefer it over generic scrapers when you need token-count telemetry and cost-savings proof. Use the builtin://stripe-docs shortcut for Stripe documentation without specifying a full URL.
Side effects
- Invalid or unreachable URL returns an error status
- mode=budget without a query or max_tokens may return unfiltered content
- Very large pages may hit processing limits
- Private or auth-gated pages cannot be fetched
- Raw HTML provided alongside URL may conflict — only one source processed
- max_tokens below minimum of 20 is rejected
- Payment failure (402) if x402 micropayment not satisfied
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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