Each tool has a clearly distinct purpose: analyze_market for detailed AI analysis of a specific market, check_balance for financial status, get_edge_opportunities for finding mispriced markets, and get_top_markets for trending markets. There is no overlap or ambiguity in functionality.

All tool names follow a consistent verb_noun pattern with snake_case (e.g., analyze_market, check_balance, get_edge_opportunities, get_top_markets). The naming is predictable and readable throughout the set.

With 4 tools, the server is well-scoped for its purpose of analyzing Polymarket prediction markets. Each tool earns its place by covering distinct aspects: analysis, balance checking, opportunity discovery, and market overview.

The tool set covers core workflows for market analysis and financial management, but there are minor gaps such as no direct tool for executing trades or managing positions on Polymarket, which agents might need to work around using external methods.