The server defines 15 tools with explicit schemas and descriptions. All tools follow verb_noun naming conventions (search-, get-, list-, analyze-) which is strong. However, there are significant gaps: (1) output schemas are NOT documented anywhere in the source, tools lack return type specifications, making it impossible for LLMs to plan downstream calls; (2) parameter descriptions are present but often minimal (avg ~50 chars, below the 72-char baseline); (3) no error handling guidance is visible, tools do not indicate what to do on failure or which errors are retryable; (4) no tool annotations (readOnlyHint, destructiveHint, idempotentHint) despite all being READ_ONLY operations; (5) several parameter relationships are undocumented (e.g., search-teams filters are applied client-side per descriptions, but this constraint is not clearly stated); (6) no pagination details in search tools despite risk of large result sets. The schemas themselves are well-formed JSON Schema with types and enums, which is a strong point. All 15 tools have both names and descriptions, meeting baseline requirements. However, the lack of output schema documentation and error recovery guidance significantly limits agent usability.

• Add documented output schemas for all 15 tools. Example for search-teams: 'Returns: {teams: [{id: number, number: string, name: string, organization: string, program: number, grade: string, registered: boolean, awards_count: number}], total: number}'. Include all fields LLMs need to chain downstream calls.
• Add error recovery guidance to all tool descriptions. Example: 'If a team number is not found, returns empty list. Call search-teams with partial criteria to discover available teams.' Explicitly state retryability.
• For search-teams, search-events, and search-forum: add explicit pagination. Add 'page' (default 0) and 'max_results' (default 20, max 50) parameters. Document total count and has_more in output schema. State in description: 'Results are paginated. Call again with incremented page to get more results.'
• Add tool annotations to all tool definitions. In tool registration, add: annotation: {readOnlyHint: true} for all 15 tools. This signals to LLMs that tools are safe to retry and do not modify state.
• Clarify client-side vs server-side filtering. Either (A) move all filtering to API parameters and remove 'client-side' from descriptions, or (B) explicitly document that returned results include all matches before client filtering, and specify which filters happen where.
• Expand parameter descriptions with validation rules and examples. For team_number, add: 'Team number in format like "229V" or "10085A". Case-insensitive. If not found, call search-teams() to discover available teams.' For date fields (start, end), add: 'ISO 8601 format (YYYY-MM-DD). start and end define an inclusive range.'