Noesis

Most tools have distinct purposes, but some overlap exists: token_holders and token_top_holders both provide holder data, with the latter being enriched, which could cause confusion. Similarly, token_info and token_preview both offer token overviews, though preview is more market-focused. Descriptions help differentiate, but careful reading is needed to avoid misselection.

Tools follow a consistent snake_case pattern with clear verb_noun structures (e.g., chain_fees, token_info, wallet_profile). Minor deviations include cross_holders and cross_traders using 'cross' as a prefix instead of a verb, but overall naming is predictable and readable across the set.

With 20 tools, the count is slightly high but reasonable for a comprehensive Solana analytics server covering tokens, wallets, and chain data. It avoids being overwhelming by grouping related tools (e.g., token_* for token analysis), though some consolidation might improve focus without harming functionality.

The toolset provides extensive coverage for Solana analytics, including chain status, token metadata, holder/trader analysis, wallet profiling, and transaction parsing. It supports full workflows from basic token checks to deep investigations, with no obvious gaps for its domain, ensuring agents can perform complex analyses without dead ends.