sprout-mcp
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TDQS
Scored across 5 tools
Each tool serves a distinct purpose: customer ID discovery, profile listing, metric metadata, profile analytics, and post analytics. There is no functional overlap, and descriptions clearly differentiate them.
Tools follow a 'verb_noun' pattern, but verbs are inconsistent: 'get_customer_id' returns a list (could be 'list'), while 'list_profiles' and 'list_metrics' use 'list'. However, the pattern is otherwise consistent and readable.
Five tools cover the essential operations for a social media analytics server: account discovery, profile enumeration, metric exploration, and two data retrieval endpoints. This is well-scoped and not excessive.
The set covers core analytics workflows (profile metrics, post performance) and necessary metadata (customer IDs, profiles, metrics). Minor gaps exist, such as missing a tool to fetch a specific post by ID or account-level aggregation, but these are non-critical for the intended read-only analytics use case.