PitchLense MCP

""" Social Coverage Risk MCP Tool for PitchLense MCP Package. MCP tool wrapper for social coverage risk analysis. """ from typing import Dict, Any from ..core.base import BaseMCPTool from .social_coverage_risk import SocialCoverageRiskAnalyzer class SocialCoverageRiskMCPTool(BaseMCPTool): """ MCP tool for social coverage risk analysis. Analyzes social media coverage, complaints, reviews, and sentiment for startups, founders, and products. """ def __init__(self): """Initialize the Social Coverage Risk MCP Tool.""" super().__init__( tool_name="Social Coverage Risk Analysis", description="Analyze social media coverage, complaints, reviews, and sentiment risks for startups and founders" ) self.analyzer = SocialCoverageRiskAnalyzer(None) # Will be set when LLM client is available def set_llm_client(self, llm_client): """Set the LLM client for analysis.""" try: self.analyzer.llm_client = llm_client print(f"[SocialCoverage] LLM client set successfully on analyzer") except Exception as e: print(f"[SocialCoverage] Error setting LLM client: {str(e)}") import traceback traceback.print_exc() def analyze_social_coverage_risks(self, startup_data: str) -> Dict[str, Any]: """ Analyze social coverage risks for a startup. Args: startup_data: Comprehensive startup information including social media data Returns: Social coverage risk analysis results """ try: print(f"[SocialCoverage] Starting analysis, analyzer LLM client is None: {self.analyzer.llm_client is None}") if not self.analyzer.llm_client: print("[SocialCoverage] Analyzer LLM client is None, returning error response") return self.create_error_response("LLM client not configured for social coverage risk analysis") print("[SocialCoverage] Analyzer LLM client is available, proceeding with analysis") return self.analyzer.analyze(startup_data) except Exception as e: print(f"[SocialCoverage] Analysis failed: {str(e)}") import traceback traceback.print_exc() return self.create_error_response(f"Social coverage risk analysis failed: {str(e)}") def register_tools(self): """Register the social coverage risk analysis tool.""" self.register_tool(self.analyze_social_coverage_risks)