CoinGraph

Most tools have clearly distinct roles: search, profile, ratings, comparison, diffs, signals, evaluation, trade validation, and market context. However, coingraph_get_asset and get_coin_profile both appear to return a full asset snapshot, making their boundary genuinely unclear.

All names use lowercase snake_case and mostly start with a verb, but the set is split between a coingraph_ prefix and unprefixed get_/list_/search_ names. A few names like coingraph_diff and coingraph_compare are verb/noun-only rather than verb_noun, so the pattern is readable but not fully consistent.

14 tools is well within the ideal range for a domain of this breadth. The tool count covers multiple workflows without feeling padded or overwhelming.

The read-only analytics surface is comprehensive: coin lookup, filtering/discovery, detailed profiles, comparisons, state changes, signals, evaluation, pre-trade validation, and market context are all covered. The main minor gap is the absence of historical price or chart data, which is not clearly available anywhere.