This MCP server defines 18 tools for orchestrating AI agent task workflows. While the tool names follow a consistent verb_noun pattern (orchestrator_*), the implementation has significant gaps in parameter descriptions, output schema documentation, and error handling guidance. All tools have basic descriptions (in Korean), but most parameter descriptions are present at only a superficial level. Input schemas are visible for all tools, but lack depth in validation constraints and field-level documentation. Output schemas are not documented in the code provided. The server targets a specialized use case (multi-AI orchestration with task dependencies and file locking) but lacks the production-grade polish needed for confident recommendation.

• Document return value schema for every tool. Include field names, types, and descriptions. Example for orchestrator_get_status: 'Returns {tasks: [{id: string, status: 'pending'|'claimed'|'completed'|'failed', ...}], workers: [...], locks: [...]}'.
• Add error handling guidance to all WRITE tools. Example: 'On lock conflict, returns error "File locked by worker-2. Retry after 5 seconds or choose a different file." Use orchestrator_get_file_locks to check current conflicts.'
• Translate descriptions to English and expand them to 50-200 characters. Example current: '현재 수행 가능한 태스크 목록을 조회합니다.' Better: 'Retrieve all tasks ready to claim (dependencies satisfied, no conflicts). Returns task IDs, prompts, and required file scope. Called by workers before orchestrator_claim_task.'
• Add explicit format constraints to parameter descriptions. For orchestrator_spawn_workers: 'count: number of workers to spawn (1-10, default 1)' and 'providers: array of AI names to assign (one per worker, defaults to auto-detect). Valid values: claude, codex, antigravity.'
• Document task dependency semantics. Add to orchestrator_create_task description: 'If a dependency task fails, this task will remain pending and never claim. Use orchestrator_fail_task to mark it as unblocked. Circular dependencies are rejected with error message listing the cycle.'
• Clarify file path handling. Add to orchestrator_lock_file and orchestrator_analyze_codebase: 'Paths are relative to project root. Absolute paths are rejected. Wildcards (glob patterns) are supported in orchestrator_analyze_codebase pattern parameter only. Parent directory references (..) are blocked.'