MoonRay MCP
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TDQS
Scored across 25 tools
Each tool targets a distinct action and resource: viewer controls, scene inspection, render lifecycle, and comparison are clearly separated. Even similar-sounding tools like capture_interactive_viewer_snapshot and capture_render_snapshot are differentiated by their target context.
The set mixes verb-first names like start_render and validate_scene with noun-first names like render_status and moonray_resources. The pattern is readable, but it is not fully consistent; some query tools would be clearer with a get_ or list_ prefix.
At 25 tools, the surface is on the heavy end, though the breadth of MoonRay workflows partially justifies it. The tools cluster into coherent subdomains, but the overall count feels somewhat large for an MCP server.
The set covers the core render lifecycle, interactive viewer controls, scene preflight, and comparison workflows. Minor gaps include no explicit render job listing or general render-setting adjustment, but agents can work around these with existing status and capability tools.