UpMath MCP Server
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TDQS
Scored across 16 tools
Most tools are distinct (render, scan, validate, templates), but render_tikz, render_equation, and render_batch may overlap in purpose (all render LaTeX/TikZ). However, descriptions clarify different use cases (single vs batch vs diagrams), so only minor confusion possible.
Consistent verb_noun pattern (render_, check_, get_, list_, scan_, build_, validate_). Minor deviations like render_batch_cached and render_diff break the pattern slightly but remain readable.
16 tools is on the higher end but appropriate for a comprehensive math/typesetting server covering rendering, validation, scanning, templates, and document integration. Each tool serves a distinct purpose without bloat.
The surface covers rendering (single, batch, templates, parameter grids), validation (syntax, full document), document analysis (scan, notation, equation sheets), and integration (URLs, markdown rendering). No obvious dead ends or missing critical operations.