Tools are largely distinct, though generate_swot and generate_versus both create analyses and could confuse agents about whether to use the comparative feature when analyzing a single entity versus two. The browse, get, and list operations have clear boundaries.

All five tools follow a consistent snake_case verb_noun pattern (browse_examples, generate_swot, generate_versus, get_analysis, list_analyses) with no deviations in convention or style.

Five tools strike an appropriate balance for a focused SWOT analysis domain—covering examples, single/comparative generation, and retrieval without unnecessary bloat.

While the server supports creating and retrieving analyses, it lacks update and delete operations for saved analyses. This creates a lifecycle gap where agents cannot modify or remove persisted analyses, forcing workarounds.