Show HN: MCP server built around the ipython shell (github.com)

Hi all, I just open-sourced Sherlog MCP, an experimental MCP server that uses a live ipython shell as a shared workspace for ai agents. Every tool call runs inside the shell and tool call results are persisted as dataframes.

Check out the github repo! would love feedback!