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Web URL Context Compressor with BM25 Budget Control
Web URL Context Compressor with BM25 Budget Control is a paid API for AI agents from sec-intel.agentdiet.dev, paid per call via MPP, $0.001/call, status unknown (last checked 2026-10-21).
Fetches and distills a webpage URL (or raw HTML) into compact, token-efficient markdown, structured data, skeleton outline, or BM25-focused excerpt for AI agent consumption
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://sec-intel.agentdiet.dev/v1/context-compress)
Output
Returns a distilled representation of the webpage in the requested mode (markdown, structured JSON tables/metadata, skeleton outline, or BM25-focused budget excerpt), along with ROI proof metrics showing raw vs. distilled token counts, compression ratio, tokens saved, LLM cost saved in USD, and billing details including fee charged.
Example use cases
Token-budget research on documentation
“Pull the Stripe docs page at builtin://stripe-docs and distill it into a structured format with a max of 300 tokens, focusing the BM25 query on 'webhook event types' so I only get the relevant parts.”
Competitive intelligence from a landing page
“Grab https://openai.com/pricing and distill it into structured tables so I can compare their pricing tiers — keep it compact and agent-readable.”
Skeleton outline of a long article
“Fetch https://en.wikipedia.org/wiki/Transformer_(deep_learning_architecture) and give me just the skeleton outline so I can quickly see the article structure without burning through my context window.”
Technical details
Endpoint
GEThttps://sec-intel.agentdiet.dev/v1/context-compress?utm_source=zero.xyzWhen to prefer
Choose this endpoint when an AI agent needs to read web pages but must minimize LLM token usage and cost. It is especially valuable when processing long documentation pages, news articles, or HTML-heavy sites where full content would overflow context windows. The BM25 budget mode is uniquely suited for targeted extraction when you have a specific query focus and a strict token ceiling. Prefer this over generic scraping APIs when token efficiency and cost savings are primary concerns.
Side effects
- Invalid or unreachable URL returns an error status
- Exceeding the max_tokens minimum of 20 may be rejected
- mode=budget without a query parameter may produce unfocused results
- Raw HTML input that is malformed may cause parsing failures
- Network timeouts when fetching slow or large pages
- Payment/x402 authorization failure if wallet has insufficient funds
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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