STEM Calc MCP
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TDQS
Scored across 5 tools
Each tool has a distinct job: formula parsing for mass, equation balancing, gram/mole/particle conversion, unit conversion, and sig-fig rounding. The only mild overlap is between molar_mass and stoichiometry, since both touch formula-based mass/mole work, but the descriptions make the boundary clear (stoichiometry handles conversions, molar_mass reports composition).
All names are snake_case with a clear verb_noun or domain-noun style (balance_equation, convert_units, round_sig_figs, molar_mass, stoichiometry). Two names are bare nouns rather than verb-led, which is a minor deviation but still predictable and readable.
Five tightly scoped tools, each covering a distinct calculation primitive with no filler. This is a well-sized surface for a calculator server.
Core chemistry and unit tasks are covered, but common adjacent operations are absent: solution concentration/dilution, gas laws, pH, and arithmetic that propagates significant figures (only rounding is offered). Agents will hit dead ends on typical STEM calculation requests outside the five implemented primitives.