Scored across 16 tools
Tools are mostly distinct with clear descriptions, but the large number of 'get_*' tools (get_changes, get_context, get_edges, get_markets, get_trade_ideas, get_world_delta, get_world_state) could confuse an agent if not carefully read. However, each serves a unique purpose.
All tool names follow a consistent verb_noun snake_case pattern (e.g., create_thesis, enrich_content, get_markets). No mixing of conventions, making the naming predictable and clear.
16 tools is slightly above the ideal range but still reasonable for the server's scope (thesis management, market data, enrichment). Each tool has a distinct role, and the count does not feel excessive.
The tool surface covers core thesis creation, listing, and evaluation, but lacks update and delete operations for theses. Additionally, there is no direct trade execution tool, which may be intentional. Notable gaps in lifecycle management.