Critical gaps across all dimensions. Tool definitions are inferred from test code rather than explicit registration in the server implementation. No tool descriptions visible in source. Input schemas are present but parameters lack descriptions. Tool names lack action verbs (e.g., 'echo', 'greet', 'tag' instead of 'send_message', 'create_greeting'). No output schemas documented. Error handling is minimal. This server exposes test fixtures as tools rather than production-grade definitions.

• Add 50 - 200 character descriptions to every tool explaining WHAT it does, WHEN to use it, and WHAT it returns. Example: 'echo: Repeats a list of words back to the caller. Use to test message forwarding. Returns the echoed words as a single string.'
• Rename tools with action verbs: 'echo' → 'send_echo', 'greet' → 'create_greeting', 'tag' → 'add_tag', 'deploy' → 'deploy_to_environment', 'fail' → 'trigger_error', 'sleep' → 'wait_milliseconds', 'flood' → 'generate_flood_output', 'noisy' → 'generate_noisy_output'.
• Add descriptions to all parameters. Example for 'greet': name='The person to greet (string)', language='Language code: en, es, or fr', shout='If true, output in uppercase'.
• Document output schemas for each tool. Example: 'echo returns {"result": string}', 'math_add returns {"sum": number, "count": integer}'.
• For 'deploy' (WRITE risk), add error handling guidance: 'If deployment fails, check environment name is valid (dev, staging, prod). Retryable on network errors; non-retryable on invalid environment.'