coinopai-mcp
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TDQS
Scored across 11 tools
All tools have clearly distinct purposes within two coherent groups (trading analysis workflow and automation catalog). Descriptions explicitly differentiate each tool's role, e.g., check_trade_preflight vs get_crypto_decision vs audit_trade_decision, eliminating ambiguity.
Tools follow a consistent snake_case convention with action-based prefixes (get_, audit_, check_, list_, review_, search_). The naming pattern is predictable and transparent, making it easy for an agent to infer functionality.
11 tools is well-scoped for the server's dual purpose of crypto trading analysis and automation prompt retrieval. Each tool has a specific function without unnecessary duplication, and the count falls comfortably in the optimal range.
The trading tools cover the full auditable decision loop: preflight check, decision, forecast, risk, signal history, anomaly review, and post-trade audit. The automation tools provide listing, searching, and retrieval. No obvious gaps within the stated domain.