[Feature] Add same analysis log in the streamlit

[wangnuo-log]

I use the logger library in the mcp, i hope print the log information in the streamlit.

[keli-wen]

I think this requirement might be a bit uncommon? You might be able to view it directly in the terminal. Or do you want Streamlit's sidebar to display all log information generated by mcp?

[wangnuo-log]

Yes, i means that i hope display the log information generated by mcp.