The server exposes only a single 'ping' tool with a placeholder description ('Health check, returns 'ok'. Replace with real tools for your system.'). The tool has an empty input schema ({}), no parameter descriptions, and no documented output schema. The description is 67 characters but explicitly states this is a template tool meant to be replaced. No real tools are implemented. The codebase shows telemetry and interrupt-handling infrastructure (post-tool-handler.py) but does not register or expose any production tools via the MCP protocol.

• Replace the placeholder 'ping' tool with real, domain-specific tools that solve actual user problems (e.g., create_task, search_documents, send_notification).
• For each tool, write a 50 - 200 character description that answers: What does it do? When should the LLM call it? What does it return?
• Define complete input schemas with type, description, and constraints (enums, min/max, patterns) for every parameter.
• Document the output schema with field names, types, and descriptions so the LLM knows what to expect and can chain tools.
• Add error handling guidance: categorize errors as retryable, user-fixable, or fatal, and suggest recovery steps (e.g., 'Try search_users() with a partial name').