pyResToolbox MCP Server
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TDQS
Scored across 45 tools
Most tools have distinct purposes within reservoir engineering, but there is some overlap between gas property tools (e.g., gas_z_factor, gas_critical_properties, gas_compressibility) which could cause confusion if an agent doesn't carefully read descriptions. However, each tool targets a specific calculation, and descriptions are detailed enough to differentiate them.
Tool names follow a consistent snake_case pattern with clear verb_noun structure (e.g., calculate_brine_properties, gas_formation_volume_factor, oil_bubble_point). There are no deviations in naming conventions, making the set predictable and easy to parse.
With 45 tools, the count is excessive for a single server, even for a comprehensive reservoir engineering toolkit. This many tools can overwhelm agents and increase selection complexity, suggesting the server should be split into more focused sub-servers (e.g., gas PVT, oil PVT, simulation tools).
The tool set provides extensive coverage of reservoir engineering domains, including PVT properties for oil, gas, and brine, flow calculations, heterogeneity analysis, simulation support, and phase behavior. There are no obvious gaps; it supports full workflows from data conversion to simulation input generation.