mcp

{'type': 'object', 'required': ['dreamRole'], 'properties': {'skills': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Optional skills you already have.'}, 'dreamRole': {'type': 'string', 'description': "Target role (e.g., 'project manager', 'data analyst')."}, 'timeframe': {'type': 'string', 'description': "Timeframe (e.g., '6 months', '12 months')."}, 'experience': {'type': 'string', 'description': "Experience level (e.g., 'beginner', 'some experience', 'experienced')."}, 'currentRole': {'type': 'string', 'description': "Current role (e.g., 'receptionist', 'barista')."}, 'preferences': {'type': 'string', 'description': 'Optional preferences (remote, low stress, no degree, etc.).'}}}

{'type': 'object', 'required': ['skill'], 'properties': {'skill': {'type': 'string', 'maxLength': 50, 'minLength': 2, 'description': 'Skill to search (e.g., bookkeeping, nursing, driving)'}}}

{'type': 'object', 'required': ['query'], 'properties': {'query': {'type': 'string', 'minLength': 15, 'description': 'Natural language job search query (full sentence allowed).'}}}

{'type': 'object', 'required': ['prompt'], 'properties': {'prompt': {'type': 'string', 'maxLength': 4000, 'minLength': 3, 'description': "User details and/or what resume they want. Example: 'Alex Chen, data analyst, 4 years at Adobe, BS Statistics UCLA, increased forecasting accuracy 35%...'"}}}

{'type': 'object', 'required': ['skill'], 'properties': {'skill': {'type': 'string', 'maxLength': 40, 'minLength': 2, 'description': "A single skill to analyze (1–3 words). Examples: 'marketing', 'graphic design', 'python'."}}}