This server has 3 tools with basic definitions. Naming is mostly verb-based and clear, but descriptions vary in quality. Schemas are present but lack some clarity. The 'create-random-user' tool has no input parameters in its schema registration despite accepting none, which is correct but unusual. Annotations are present for all tools, which is a positive signal. However, parameter descriptions are minimal, and the error handling in responses is generic.

• Add format/constraint details to parameter descriptions: 'email' → 'A valid email address (RFC 5322 format)', 'phone' → 'Phone number (10-15 digits or E.164 format)', 'name' → 'User's full name (1-256 characters, letters and spaces only)'.
• Document output schemas for all tools. E.g., create-user should document: 'Returns {id: number, created_at: ISO8601}' to enable tool chaining.
• Replace sampling/createMessage call in create-random-user with either (1) accept user inputs directly and remove the fake-generation feature, or (2) document clearly that this tool requires an LLM host and cannot work standalone.
• Enhance error responses with recovery guidance: 'User creation failed: email already exists. Try update-user instead.' or 'Invalid email format. Expected RFC 5322 compliant address.'
• Set destructiveHint=true on create-user and create-random-user since they modify persistent state.
• Add permission checks: verify the calling agent/user has 'users:write' scope before executing create-user or create-random-user. Log all user creation attempts for audit.
• Add rate limiting: cap user creation to N requests per minute per agent/user to prevent runaway creation loops.
• Consider splitting create-random-user into a companion prompt (already defined as 'generate-dummy-user') that the agent can call first to gather parameters, then pass to create-user. This removes the hidden sampling dependency.

Inferred effective spec: <=2025-11-25.

• Relies on Sampling (deprecated) - integrate directly with the LLM provider API