Web URL Context Compressor with BM25 Budget Control is a paid API for AI agents from mcp-security.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, token-efficient agent-ready content using configurable modes (markdown, structured, skeleton, or BM25 budget-constrained excerpt)
Distill a URL or raw HTML payload with BM25 budget control (Live x402 v2, IETF MPP & MCP endpoint at https://mcp-security.agentdiet.dev/v1/context-compress)
Returns a 'data' object containing the distilled content (markdown text, structured JSON, skeleton outline, or BM25-ranked excerpt depending on mode), plus an 'roi_proof' block showing raw vs distilled token counts, tokens saved, compression ratio percentage, estimated LLM cost saved in USD, and an ROI multiplier. Also includes cache hit/miss status and billing details.
GEThttps://mcp-security.agentdiet.dev/v1/context-compress?utm_source=zero.xyzChoose this endpoint when an AI agent needs to ingest a live webpage but the raw HTML or full content would exceed the LLM context window or inflate token costs significantly. It is especially valuable in RAG pipelines, research agents, and competitive intelligence workflows where you need focused, token-efficient content. The BM25 budget mode is uniquely useful when you have a strict token ceiling and a specific query focus. Prefer this over generic web scrapers when token cost savings and ROI proof are important, or when you need structured/skeleton output rather than raw HTML.
| 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 |
| 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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