A
licenseNot graded
qualityD
maintenanceAn MCP server for chemistry-focused tools, enabling LLM agents to perform molecule parsing, format conversion, property lookup, and other chemistry operations with explainable responses.
Apache 2.0
mcp-server-cantera
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TDQS
A3.5/5.0
Scored across 15 tools
Disambiguation5/5
Each tool targets a distinct operation on mixtures, species, or mechanisms. No two tools have overlapping purposes; for example, calculate_adiabatic_flame_temperature and compute_ignition_delay are clearly different, and get_species_production_contributors is specific to pathway analysis.
Naming Consistency5/5
All tool names follow a consistent verb_noun pattern in snake_case (e.g., create_lab_mixture, get_reaction_rates, run_batch_reactor). The only slight deviation is 'equilibrate' which is a single verb, but it remains clear and fits the pattern.
Tool Count5/5
With 15 tools covering mixture creation, property queries, reaction analysis, equilibrium, and reactor simulation, the count is well-proportioned for a chemistry kinetics server. Each tool has a clear role without redundancy.
Completeness4/5
The tool set covers the core workflow: mixture creation, property retrieval, equilibrium, ignition delay, flame temperature, and batch reactor simulation. Minor gaps exist (e.g., no direct tool to set specific temperature/pressure on a mixture, or to modify composition arbitrarily), but the main lifecycle is well-supported.
Maintenance
ActivityActive
ResponsivenessNo issues