Scored across 16 tools
Most tools target distinct data products such as funding cost, gold sale proceeds, editorial retrieval, and access status. However, the BTC exit surface is split across exit_cost, crypto_exit_check, and trade_safety_exit_context, while venue_concentration, venue_price_reconciliation, depth_episodes, and liquidity_tiers overlap in market-microstructure readings. Descriptions help distinguish them, but an agent must read closely to avoid misselection.
All tool names use lower_snake_case consistently and are readable. The pattern is mostly noun-phrase/domain-prefix rather than verb_noun, with minor semantic inconsistencies such as asset-prefixed versus context-suffixed names, but there is no chaotic mixing of conventions.
16 tools is reasonable for a multi-domain research and analytics server spanning crypto, gold, editorial, access, and corpus workflows. It is slightly above the ideal 3-15 range, but each tool appears to cover a specialized surface rather than duplicating a simple operation.
The surface covers a broad range of research and risk workflows including exits, funding, stress, depth, venue reconciliation, corpus context, and editorial retrieval. Gaps are mostly intentional or subscription-gated, such as no live execution and limited ETH coverage in some tools, which agents can work around.
