The server defines 12 tools with explicit schemas and descriptions. Most tools follow verb_noun naming conventions and have reasonably detailed parameter documentation. However, there are several significant gaps: (1) Many parameter descriptions lack actionable detail about constraints, ranges, or valid values; (2) Output schemas are not documented, the code does not specify what these tools return, making it impossible for LLMs to plan downstream steps or validate results; (3) Several tools have identical or near-identical schemas (submit_gde_workshop, submit_gde_mentoring, submit_gde_public_speaking share highly similar structures), suggesting potential consolidation; (4) Error handling and recovery guidance is not evident in tool descriptions; (5) The submit_gde_mentoring tool (tool #4) has notably sparse parameter descriptions compared to others (many fields lack 'description' keys); (6) Tool descriptions are generally adequate (100-150 chars) but could be more specific about when to use each vs. similar tools. Baseline: average tool description length is 194 chars, these average ~110 chars, below optimum. The two read-only tools (list_documentation, get_documentation) are well-defined.

• Document the output schema for every tool. For submission tools, specify what the API returns on success (e.g., { activityId: string, status: 'submitted'|'queued', createdAt: ISO8601 }). Use the response from the mvpServer.ts file to infer the actual structure, or add a JSDoc @returns block to each handler.
• Add comprehensive parameter descriptions to submit_gde_mentoring. Every field should have a 'description' key explaining its purpose, valid values, and constraints. Use the same level of detail as submit_gde_content_creation.
• Document conditional parameter dependencies explicitly. For eventFormat-dependent fields, add a note like: 'Required if eventFormat is In-Person or Hybrid. Leave blank for Virtual events.' Include this in both the parameter description and the tool description.
• Consolidate submit_gde_public_speaking, submit_gde_workshop, and submit_gde_mentoring into a single 'submit_gde_event' tool with an 'eventType' enum parameter (Speaking, Workshop, Mentoring). This reduces cognitive load for LLMs and simplifies maintenance. Alternatively, if they must remain separate, add a tool description that explains when each is appropriate.
• Add error recovery guidance to all submission tool descriptions. Include a sentence like: 'Returns 400 if validation fails (e.g., invalid date format, missing required field). Returns 401 if authentication fails. Returns 429 if rate-limited, retry after 60 seconds.'
• Specify allowed formats for optional array fields (tags, additionalTechnologyAreas). If free-form, say so. If constrained to a predefined list, provide an enum or reference a discovery tool (e.g., 'call list_technology_areas() to see valid options').