Anybody trying to setup FIGMA with MCP can refer to the below documentation.
https://help.figma.com/hc/en-us/articles/32132100833559-Guide-to-the-Dev-Mode-MCP-Server
I tried with VSCode and Github Copilot with agent mode and Gemini Pro and it worked.