About SCOUTS-AI

SCOUTS-AI is a small, focused web search API designed for AI agents, LLM pipelines, answer engines and GEO optimization workflows. It exposes a single normalized JSON endpoint plus an official PyPI MCP server for hosts that support Model Context Protocol.

What this is

A simple GET /api/search endpoint. Send a query, get up to 10 results with title, URL, snippet, and freshness signals. No API key, no signup.

Results are normalized for direct consumption by an LLM — no HTML scraping, no boilerplate wrappers, no junk fields. Results include useful snippets and freshness signals when available, so agents can cite sources and reason about recency.

MCP users can install scouts-ai-mcp to expose the same API as a single web_search tool in their agent host.

What this is not

Operating principles

Operator

SCOUTS-AI is operated by an individual maintainer, not a company. There is no legal entity behind the service at this time. If you need a paid contract, an SLA, or a data processing agreement, this service is not for you — please use a commercial search API.

For questions, complaints, takedown requests and abuse reports, see the support page.

License and source

The service code and public-facing pages are provided as-is. Source availability, if any, is announced on this page when it changes.