Server has 17 tools with consistent naming (verb_noun pattern: get_*, list_*, place_*, etc.) and descriptions present for all. However, parameter descriptions are minimal or absent for many tools. Input schemas are visible and properly typed, but lack depth in constraint documentation (enums, ranges, formats). Output schemas are not documented. Error handling guidance is absent. Tool composition is sound (single responsibility), but descriptions could be more LLM-optimized per the 50-200 char baseline.

• Document output schemas for all tools. Include field names, types, and what data is returned. E.g., get_player should document: {player_id: int, name: string, position: string, market_value: int, ...}.
• Add constraint descriptions to parameters. E.g., 'price: integer, must be > 0 and ≤ 1,000,000 euros' and 'tactic: one of 442, 343, 352, 433, 451'.
• Enhance tool descriptions with WHEN guidance. E.g., 'place_bid: Use this to make an initial offer for a player on the market. Call get_market first to see available players. If rejected, use change_bid to increase your offer.'
• Add pagination support: implement offset/limit or cursor-based pagination for get_news, get_transfers, and get_market. Document total_count in responses.
• Add error recovery hints to write tools. E.g., 'set_lineup: If validation fails, call get_squad to verify player IDs and positions match the formation.'

Inferred effective spec: 2026-07-28+.

• Relies on Logging (deprecated) - log to stderr or use OpenTelemetry