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Scored across 5 tools
Each tool has a distinct purpose: one handles API key requests, while the other four each address a different market data need (day type classification, volume-price structure, options max pain, and gamma exposure). Even the two options-related tools (max pain and gamma) are clearly differentiated by their methodology and output, with explicit notes on when to use one over the other. There is no meaningful overlap or ambiguity between any pair of tools.
All tool names share the consistent 'quantdata_' prefix and use lowercase snake_case, which creates a clear family branding. However, the suffixes are not uniformly of the same grammatical form: 'request_free_api_key' is a verb phrase, while 'day_type', 'weis_wave', 'max_pain', and 'gamma' are nouns or noun phrases. This is a minor deviation from a strict verb_noun pattern, but the consistency in prefix and casing makes the set predictable.
With exactly five tools, the server is well-scoped and compact. The tool count is within the ideal range (3-15) and each tool serves a clear, non-redundant function. There is no sense of bloat or sparseness; the number feels appropriate for a specialized quant data server.
For a server focused on delivering specific quant indicators, the set covers its stated domain well: request key, day type, weis wave, max pain, and gamma. The main potential gap is the lack of broader historical market data or a direct options chain endpoint, but the descriptions suggest the server's purpose is limited to these four analytical products. Overall, the surface is complete for its intended niche, with only minor possible additions.