A
licenseNot graded
qualityD
maintenanceA modular Python toolkit exposing chemical engineering calculations (thermodynamics, flash equilibria, property databases) as MCP servers for AI and application integration.
6
MIT
PyMemSim-MCP
by sinagilassi
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TDQS
B3.2/5.0
Scored across 3 tools
Disambiguation5/5
Each tool targets a clearly distinct operation: validating YAML content, analyzing feed flow rate bounds, and running a membrane simulation. There is no overlap in functionality.
Naming Consistency3/5
Tool names use snake_case but mix verb-noun patterns: 'check_yaml_reference' and 'simulate_gas_hfm' start with verbs, while 'hfm_feed_flow_rate_analyzer' is a noun phrase without a verb, creating inconsistency.
Tool Count5/5
With only 3 tools, the server is tightly scoped to core membrane simulation tasks. Each tool serves a necessary, non-redundant purpose.
Completeness3/5
The set covers validation, analysis, and simulation, but lacks tools for user input setup, result visualization, or parameter tuning, leaving notable gaps for a complete workflow.
Maintenance
ActivityMaintained
ResponsivenessNo issues