Server has 5 tools with complete input schemas and descriptions, but quality is uneven. Tool naming follows verb_noun convention (deploy, get-logs, get-metrics, update-frontend, deployment-help). Descriptions are present but generic (avg ~80 chars, below 194-char baseline). Parameters are typed and mostly described, but lack actionable constraints (enums, ranges, format hints). Output schemas are not documented in the source. Error handling and recovery guidance are absent. No tool annotations (readOnlyHint/destructiveHint) despite clear risk levels. The 'deploy' tool is particularly complex with nested objects but lacks guidance on conditional parameter dependencies (e.g., backendConfiguration required only for backend/fullstack types).

• Document output schemas for all tools. E.g., 'deploy' returns {stackName, stackId, deploymentUrl, apiEndpoint, status}. 'get-logs' returns {logEvents: [{timestamp, message}], nextToken}. This enables chaining and field extraction.
• Add tool annotations: mark 'deploy' and 'update-frontend' with destructiveHint=true; mark 'get-logs' and 'get-metrics' with readOnlyHint=true. Agents will then know which operations are safe to retry.
• Clarify conditional dependencies in 'deploy' description: 'backendConfiguration is required if deploymentType is backend or fullstack. frontendConfiguration is required if deploymentType is frontend or fullstack.'
• Add error recovery guidance to 'deploy': 'If deployment fails, check AWS credentials, SAM template syntax, and region availability. Call deployment-help for troubleshooting steps.'
• Add numeric bounds to 'get-logs' (limit: 1 - 1000) and 'get-metrics' (period: 60 - 3600 seconds). State these in parameter descriptions.

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

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