A curated list of resources and useful links for our PyCon US 2026 event, including talk materials, references, and related SerpApi resources.
SerpApi is a web search API that lets you access real-time, structured data from Google and many other search engines.
For developers, this means you can get programmatic access to search results, rankings, AI answers, shopping data, local results, reviews, and more without building or maintaining your own scrapers. Instead of manually checking search pages, SerpApi gives you clean JSON data you can use for AI agents, research, monitoring, and automation.
- Register for free at SerpApi.com
- Common use cases
- CLI
- MCP
- Skill
- Point your coding agent to serpapi.com/llms.txt