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Web URL to Agent-Ready Token Distiller
Web URL to Agent-Ready Token Distiller 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 webpage or raw HTML and compresses it into compact, agent-readable markdown, structured JSON, skeleton outline, or BM25-focused budget excerpts with token savings metrics.
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://mcp-security.agentdiet.dev/v1/clean-html)
Output
Returns a JSON object with a 'data' field containing the distilled content (markdown text, structured JSON tables/metadata, skeleton outline, or BM25-focused excerpt depending on mode), plus an 'roi_proof' object showing raw token count, distilled token count, tokens saved, compression ratio percentage, LLM cost saved in USD, and ROI multiplier. Also includes optional cache hit/miss status and billing details.
Example use cases
Token-budget research briefing
“Grab the Wikipedia page for transformer neural networks and give me a BM25-focused excerpt about attention mechanisms in under 500 tokens.”
Structured data extraction from landing page
“Pull https://openai.com/pricing and distill it into structured JSON tables so I can see the pricing tiers clearly without all the HTML bloat.”
Skeleton outline for long documentation
“Fetch https://docs.aws.amazon.com/ec2/index.html and return a skeleton outline of all the main sections — I just need the structure, not the full content.”
Technical details
Endpoint
GEThttps://mcp-security.agentdiet.dev/v1/clean-html?utm_source=zero.xyzWhen to prefer
Choose this endpoint when an AI agent needs to ingest web content but must minimize LLM token consumption and cost. It is especially useful when working with large documentation pages, news articles, or any URL where the raw HTML would be too verbose for the agent's context window. The BM25 budget mode makes it uniquely suited for query-focused extraction with a hard token ceiling, distinguishing it from generic web scrapers that return unfiltered content.
Side effects
- Invalid or unreachable URL returns an error status
- Pages behind authentication or paywalls may return incomplete content
- max_tokens set too low may truncate meaningful content
- BM25 query with mode other than 'budget' is ignored
- Raw HTML that is malformed may produce poor distillation results
- Rate limiting or payment failures (402) may block the call
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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