The console script entry point `gemini-research-mcp=server:main` will fail because there is no `main` function defined in `server.py`. The code under `if __name__ == "__main__":` in `server.py` should be wrapped in a `main()` function to make this entry point work. I have added a suggestion in `server.py` to implement this.

_Originally posted by @gemini-code-assist[bot] in https://github.com/google-gemini/gemini-fullstack-langgraph-quickstart/pull/203#discussion_r2971865351_