cortex-works/cortex-scout
An advanced web extraction and meta-search engine for AI agents. It features native parallel searching, Human-in-the-Loop (HITL) authentication fallback, and LLM-optimized data synthesis for deep web research.
Built in Rust and exposed via MCP (stdio) with optional HTTP server, it provides stateful browser automation through a single omni-tool (`scout_browser_automate`) that replaces heavyweight frameworks like Playwright—supporting navigation, locators, mocks, network capture, and storage management in one call. Progressive fallback architecture handles bot challenges via native retrieval → Chromium CDP rendering → E2E testing → HITL, with validated extraction against Cloudflare, DataDome, reCAPTCHA, and AWS Shield-protected targets. Integrates with the broader Cortex-Works ecosystem (CortexDB, CortexStudio) and includes LanceDB-backed memory search for multi-hop deep research workflows.
Stars
55
Forks
5
Language
Rust
License
MIT
Category
Last pushed
Mar 08, 2026
Commits (30d)
0
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curl "https://pt-edge.onrender.com/api/v1/quality/agents/cortex-works/cortex-scout"
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