Sports

Several tools have overlapping purposes: ask_pipeworx, ask_pipeworx_beta (explicitly identical), and ask_pipeworx_grounded all answer questions via the same router, and validate_claim also provides grounded answers. The six Polymarket tools (bet_research, polymarket_arbitrage, polymarket_edges, polymarket_fill_risk, polymarket_edge_tracker, polymarket_kalshi_spread) are distinct but an agent could easily confuse research, edge, and arbitrage roles. Detailed descriptions mitigate ambiguity, but misselection risk remains.

All 31 tool names use lowercase snake_case with a consistent verb-noun or noun-noun pattern (e.g., compare_entities, deep_research, resolve_entity, recent_alerts). Families share clear prefixes: ask_pipeworx*, polymarket_*, pipeworx_*, and the memory trio remember/recall/forget is perfectly regular. No mixed conventions or style deviations.

31 tools is well above the 16-25 'heavy' range and feels excessive for a server whose stated name is 'Sports'. A large fraction are generic platform meta-tools (ask_pipeworx, deep_research, discover_tools, memory, subscriptions, feedback), with ask_pipeworx_beta being entirely redundant. This bloats the surface without adding corresponding sports-domain value.

Despite the server name 'Sports', there is almost no sports-specific functionality: no scores, standings, player stats, schedules, or team data. The only sports mention is a classifier inside bet_research and a passing reference to mlb_stats_standings, but no dedicated sports tool exists. For its stated domain, the surface is severely incomplete.