costkits-mcp
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TDQS
Scored across 12 tools
Each tool has a clearly distinct purpose: analyzing bills, calculating insurance liability, estimating costs, finding providers, obtaining coverage details, etc. There is minimal overlap, and composite tools like full_estimate are clearly defined as aggregations of other functionalities.
All tool names follow a consistent verb_noun pattern in snake_case (e.g., analyze_bill, calculate_liability, list_procedures). Even demo_estimate and full_estimate fit the pattern, using descriptive verbs. No mixing of conventions.
With 12 tools, the server is well-scoped for medical cost estimation. The number is neither too few nor excessive; each tool serves a necessary function in the workflow, from procedure resolution to provider search and liability calculation.
The tool surface covers the full lifecycle of cost estimation: procedure lookup, fuzzy matching, cost estimation, provider discovery, insurance coverage, liability calculation, bill analysis, and a composite endpoint. No obvious gaps for the stated purpose.