Server has 9 tools with complete input schemas and descriptions. Naming follows verb_noun convention (execute_and_capture, search_capture, list_captures). Descriptions are present but vary in quality (10-150 chars). All parameters have type definitions and descriptions. However, output schemas are not documented in the visible code, parameter constraints lack detail (e.g., search_capture 'mode' enum is present but top_k lacks bounds), and error handling guidance is minimal. No tool annotations (readOnlyHint/destructiveHint) visible. Composition is reasonable, tools are single-purpose, but some could benefit from richer error context.

• Document output schemas for all tools. Example: 'list_captures returns {captures: [{id, label, command, timestamp, size_bytes}], total_count, next_cursor}'. This enables LLMs to chain calls and extract required fields.
• Add numeric bounds to parameters: search_capture top_k (1 - 100), execute_and_capture timeout_seconds (1 - 3600). Include these in parameter descriptions, not just JSON Schema.
• Implement tool annotations in FastMCP registration: mark clear_captures with destructiveHint=true, retrieve_capture with readOnlyHint=true. This signals agent safety constraints.
• Enrich error responses with recovery guidance. E.g., if capture_id not found, return 'Capture ID not found. Available captures: [list]. Call list_captures() to refresh.'
• Add a confirm_clear_captures tool or dry-run mode to clear_captures to prevent accidental data loss. Alternatively, require explicit confirmation parameter (e.g., confirmed=true).

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

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