This server has a single tool 'execute_skill_action' with critical definition gaps. The tool description is generic (58 chars) and provides no actionable guidance on what the tool does, when to use it, or what it returns. No input schema is visible in the source code, the tool appears to be declared only in a JSON status message with no formal MCP tool registration. No parameter descriptions, types, or constraints are defined. The output schema is completely undocumented. The implementation is a stub that prints a status message and exits; there is no actual tool handler or request/response processing. This server does not implement the MCP protocol correctly.

• Implement proper MCP protocol: add JSON-RPC 2.0 message handling, tool registration via tools/list, and request/response processing for tool calls.
• Define execute_skill_action with a complete JSON Schema input specification. Include all required and optional parameters with types, descriptions, and constraints.
• Expand tool description to 100-200 characters explaining: what the tool does, when to use it, what skill_action parameter means, and what the response contains.
• Document the output schema with all returned fields, their types, and meanings. Include example response structure.
• Consider splitting execute_skill_action into separate tools if it handles multiple distinct operations (e.g., store_memory, retrieve_memory, update_memory).