Both tools have minimal descriptions (under 100 chars) and critically, NO visible input schemas in the source code. The tools are registered in api_gateway.py but their parameter schemas are not shown. Tool names follow verb_noun convention (get_*), which is positive, but lack of schemas is a hard blocker. Descriptions are generic and do not explain WHEN to use each tool or what they return. No error handling guidance, no output schema documentation, and no parameter descriptions visible.

• Add explicit JSON Schema input definitions for both tools. Even if inputs are empty ({}), document this formally with type: 'object', properties: {}, required: [].
• Expand tool descriptions to 100-200 characters. Include: what data is retrieved, when to call it (e.g., 'Call this first to discover available organizations'), and what fields are returned.
• Document output schemas. Specify that get_configured_organizations returns an array of objects with fields like organization_id, organization_name, and any other fields the gateway exposes.
• Add error handling guidance in descriptions. E.g., 'If the Meraki MCP server is unreachable, this tool will return a timeout error. Verify MERAKI_MCP_URL is configured and the server is running.'
• Consider adding optional parameters (e.g., filter_by_name, limit) to make tools more flexible for agent composition, and document each parameter with type, description, and constraints.

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

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