If you are trying to build an AI agent that actually understands aviation, stop looking at scrapers and start looking at toolsets. I have seen developers spend weeks trying to fine-tune models or write complex regex parsers just to extract meaningful data from NOTAMs (Notices to Air Missions) or...

Source: [Dev.to](https://dev.to/renato_marinho/beyond-scraping-operationalizing-aviation-intelligence-with-mcp-24ep)

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