SuperMCP exposes 10 tools with HTTP transport, but definition quality is severely compromised. Most tools lack meaningful descriptions (health, mcp_handler, server_handler, list_servers_handler, cache_stats_handler are under 50 chars). Input schemas exist but are minimal, many lack parameter descriptions entirely (health, list_servers_handler, cache_stats_handler have empty {} schemas). Tool names are generic (mcp_handler, server_handler) rather than action-verb-noun patterns. No output schemas documented. Error handling guidance absent. The server acts as a proxy/meta-tool layer rather than exposing domain-specific capabilities, which limits composability and LLM reasoning.

• Rename mcp_handler → route_mcp_request, server_handler → invoke_server_request. Use verb_noun pattern for all tools.
• Expand all descriptions to 50 - 200 chars. Example: 'health' → 'Check server health status and readiness. Returns uptime, version, and connected MCP server count.'
• Add parameter descriptions to all schemas. For tool_invoke_handler, document 'arguments' as 'JSON object matching the target tool's input schema' and add examples.
• Document output schemas for each tool. E.g., tool_list_handler returns {tools: [{name, description, schema}], total_count}.
• Add error handling guidance: 'If server not found, call list_servers_handler first. If tool invocation fails, check tool_schema_handler for valid parameters.'

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

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