ssh-mcp-py has 4 tools with complete schemas and descriptions, but quality varies significantly. All tools have proper input schemas with types, and most descriptions are adequate (ranges 60-180 chars). However, parameter descriptions are sparse or generic, error handling lacks recovery guidance, and there is no output schema documentation. Tool naming is mostly clear but could be more precise (e.g., 'execute_ssh_command' vs. 'run_command'). The server follows basic tool definition patterns but misses several production-quality signals: no tool annotations, no pagination support, no explicit error categorization, and limited guidance on when to use which tool. No sensitive parameter injection issues detected (no secrets exposed). Overall falls into the 'Fair' category with noticeable gaps in parameter documentation and output structure.

• Add explicit output schema documentation to all 4 tools. For execute_ssh_command, document: {stdout: string, stderr: string, exit_code: integer, log_path: string, duration_seconds: float}. For list_ssh_hosts, document: {hosts: [string]}.
• Expand parameter descriptions with constraint details. For timeout, add: 'If timeout is exceeded, the command will be aborted and an error returned, retry with a higher timeout or test connectivity first.' For max_length, add: 'Full output is always written to the log file. Use smaller values to keep responses concise.'
• Add tool annotations: execute_ssh_command should have {destructiveHint: true} since shell commands can modify remote systems. list_ssh_hosts, get_host_info, test_ssh_connection should have {readOnlyHint: true}.
• Include recovery hints in tool descriptions. E.g., execute_ssh_command: 'If connection fails, call test_ssh_connection() first to diagnose connectivity issues, then verify the hostname with list_ssh_hosts().'
• Document common failure modes and how agents should respond. E.g., 'If exit code is 255, connection refused, check hostname and network. If exit code is 127, command not found, verify command syntax and remote PATH.'
• Add parameter constraints where missing. For example, hostname should state it must match an entry from list_ssh_hosts(). Command should note shell metacharacters (pipes, redirects) are supported.
• Clarify log file management in execute_ssh_command description. State whether logs persist after response, their retention policy, and whether agents can request log file contents via a separate tool (not currently available).