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CORS Chat: A New Tool for Testing LLM Endpoints

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Originally published on Simon Willison's Weblog by Simon Willison

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CORS Chat: A New Tool for Testing LLM Endpoints

Summary & Key Takeaways ​

  • Simon Willison developed "CORS Chat" to test OpenAI-compatible chat endpoints.
  • The tool is designed for exercising LLMs like Qwen 3.8 27B in environments such as LM Studio or OpenRouter.
  • It provides a web user interface for interacting with these chat services.
  • Conversations are automatically persisted within the browser for convenience.
  • Users can export their chat history as copy-pasted JSON.
  • A unique feature is the progressive rendering of SVG images as they are generated by the LLM.
  • The tool successfully integrates with LM Studio using the --cors option and OpenRouter.

Our Commentary ​

I love seeing these kinds of practical, focused tools emerge. Simon Willison just keeps building things that scratch a very specific itch, and this one for testing LLM endpoints is no exception. The progressive SVG rendering is a genuinely cool detail; it's those small UX touches that make a tool feel polished. We've all wrestled with CORS, so a tool that helps streamline testing in that context is always welcome. It's a reminder that even as AI gets more complex, the foundational web challenges persist.

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