Agentql

If you need to pull structured data from websites without writing scrapers, this is your tool. It wraps AgentQL's natural language query API, letting you describe what you want extracted instead of wrestling with selectors or DOM traversal. Ask for "all product prices and ratings" or "the main article headline and author" and get back clean JSON. Useful for one-off research tasks, building datasets from public web pages, or prototyping data pipelines before committing to a full scraping setup. Part of the MCP Armory collection, so it's auto-generated from the upstream OpenAPI spec and includes request validation and auth handling out of the box.