GitHub user oleg68 added a comment to the discussion: AI Integration 
Discussion: Netbeans MCP for claude code

> I am testing an OpenAI-compatible multi-model API layer around official 
> Chinese models

The Claude Code GUI netbeans plugin allows you to use Claude Code inside 
Netbeans with any OpenAI-compatible API. 

> For netbeans, is the bigger need exact billing-grade cost, or operational 
> usage signals good enough for routing decisions?

Of cause, MCP adds some small additional cost. You may test and compare them. 
The plugin has an option "Disable MCP integration" for such comparing.

GitHub link: 
https://github.com/apache/netbeans/discussions/8634#discussioncomment-17618394

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