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Web URL Context Trimmer (BM25 Budget Distillation)
Web URL Context Trimmer (BM25 Budget Distillation) is a paid API for AI agents from company-enrich.agentdiet.dev, paid per call via MPP, $0.001/call, status unknown (last checked 2026-10-21).
Fetches a URL or raw HTML and distills it into compact, agent-ready tokens using markdown, structured, skeleton, or BM25-budget modes with token savings reporting.
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://company-enrich.agentdiet.dev/v1/context-trimmer)
Output
Returns a 'data' object containing the distilled content (markdown text, structured JSON tables/metadata, skeleton outline, or BM25-focused excerpt), plus 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. Also includes optional cache hit/miss status and billing details.
Example use cases
Fit documentation into agent context
“Fetch https://docs.openai.com/api-reference and distill it into budget mode with a max of 500 tokens, focusing on the query 'function calling'.”
Extract structured data from a company page
“Distill https://www.anthropic.com/company into structured mode so I get tables and metadata about the company in a compact format.”
Get 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 section headers and key structure without all the text.”
Technical details
Endpoint
GEThttps://company-enrich.agentdiet.dev/v1/context-trimmer?utm_source=zero.xyzWhen to prefer
Choose this endpoint when an agent needs to read web content but must stay within a token budget, reduce LLM costs, or fit a large page into a limited context window. It is especially useful when you need BM25-focused extraction around a specific query, or when you want structured/skeleton views of a webpage rather than raw HTML. Prefer it over generic web scrapers when token efficiency and ROI reporting matter.
Side effects
- Invalid or unreachable URL returns an error status
- mode=budget without a query or max_tokens may return unfiltered content
- Very large HTML pages may exceed processing limits
- Raw HTML input that is malformed may produce poor distillation quality
- Network timeout when fetching slow external URLs
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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