julia-mcp
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TDQS
Scored across 3 tools
Each tool has a clearly distinct purpose: julia_eval runs code, julia_list_sessions lists active sessions, and julia_restart restarts a session. There is no overlap or ambiguity.
All tool names follow a consistent 'julia_verb' pattern with snake_case, making it easy to predict and understand the function of each tool.
With 3 tools, the server covers the essential interactions with a Julia REPL (evaluating code, listing sessions, restarting). The count is well-scoped for the server's purpose.
The tool set covers core lifecycle operations (evaluate, list, restart). Minor gaps like obtaining session metadata or clearing state without restarting exist, but the surface is functional for typical usage.