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Scored across 5 tools
Each tool has a clearly distinct purpose with no overlap: analyzing comments, comparing accounts, extracting demographics, generating reports, and identifying leads. The descriptions specify unique actions and targets, making it easy for an agent to select the right tool without confusion.
All tool names follow a consistent verb_noun pattern (e.g., analyze_post_comments, compare_accounts, extract_demographics). The naming is uniform, using snake_case throughout, which enhances readability and predictability for agents.
With 5 tools, the server is well-scoped for Instagram engagement analysis. Each tool earns its place by covering distinct aspects of the domain, avoiding bloat or thinness, making it manageable and effective for the intended purpose.
The tool set covers key engagement analysis functions like sentiment analysis, comparison, demographics, reporting, and lead identification. A minor gap exists in direct engagement actions (e.g., posting or interacting), but the surface is largely complete for analytical workflows.