Trade Compliance

The server mixes several distinct domains (trade compliance, prediction markets, general data lookup, memory, feedback). Within the prediction market cluster, tools like bet_research, polymarket_edges, polymarket_arbitrage, polymarket_edge_tracker, polymarket_fill_risk, polymarket_kalshi_spread, resolution_audit, resolution_diff, release_calendar_markets overlap heavily on 'find and evaluate prediction market opportunities', requiring careful reading to pick the right one. Outside that cluster, trade compliance tools (adcvd_orders, adcvd_case, cross_search, cross_ruling) are clearly distinct.

Naming is highly inconsistent. Some tools follow verb_noun (adcvd_orders, adcvd_case, cross_search, cross_ruling, resolve_entity, compare_entities, scan_dependency), but many use brand prefixes (ask_pipeworx, ask_pipeworx_beta, ask_pipeworx_grounded, pipeworx_feedback, pipeworx_trending, polymarket_*), and several have non-pattern names like bet_research, company_facts, entity_profile, deep_research, discover_tools, generate_llms_txt, kalshi_weather_edge, release_calendar_markets. The mix of snake_case, camelCase (generate_llms_txt vs company_facts), and varied verb styles makes it hard to predict tool names.

40 tools is far too many for a coherent server. The server claims to be 'Trade Compliance' but the majority of tools are unrelated to trade compliance (prediction markets, general data lookup, memory, feedback, AI visibility, npm dependency scanning). This is a grab bag of unrelated utilities, not a focused tool set. The count itself is excessive and the scope is unclear, making it hard for an agent to navigate.

For the stated trade compliance purpose, the surface is reasonably complete for AD/CVD (orders, case lookup) and customs rulings (search, full ruling), but lacks obvious operations like a tariff schedule lookup, country-specific trade remedy lists, or a way to list all active orders. For the broader Pipeworx data platform, the surface is sprawling but still has gaps (no direct SEC filing retrieval, no direct FRED series fetch, no direct market order placement — only research tools). The domain is so broad that completeness is impossible to assess, and the trade compliance core is only partially covered.