OpenDiscourse MCP

#!/usr/bin/env python3.10 """ Security Code Review Crew Specialized crew for security analysis and vulnerability assessment. """ import os import sys from crewai import Agent, Task, Crew from crewai_tools import CodeDocsSearchTool, DirectorySearchTool, FileReadTool from langchain_openai import ChatOpenAI from langfuse.callback import CallbackHandler # Initialize Langfuse for observability langfuse_handler = CallbackHandler() # Initialize LLM with Langfuse tracing llm = ChatOpenAI( model="microsoft/wizardlm-2-8x22b:free", base_url="https://openrouter.ai/api/v1", api_key=os.getenv("OPENROUTER_API_KEY"), temperature=0.1, callbacks=[langfuse_handler] ) # Define Tools code_search = CodeDocsSearchTool() dir_search = DirectorySearchTool() file_read = FileReadTool() # Define Security Reviewer Agent security_reviewer = Agent( role="Security Code Reviewer", goal="Identify potential security vulnerabilities and suggest fixes", backstory="You are an expert cybersecurity analyst specializing in code security. You have extensive experience in identifying vulnerabilities in Python applications and providing actionable remediation steps.", llm=llm, tools=[code_search, dir_search, file_read], verbose=True ) # Define Security Task security_task = Task( description="Review the codebase for security vulnerabilities including SQL injection, XSS, authentication issues, and other common security flaws. Provide specific recommendations for fixes.", expected_output="A detailed security review report with identified vulnerabilities, severity levels, and remediation steps.", agent=security_reviewer ) # Create Security Review Crew security_crew = Crew( agents=[security_reviewer], tasks=[security_task], verbose=True ) def main(): """Run the security review crew.""" print("Starting Security Code Review Crew...") # Run the crew result = security_crew.kickoff() print("\n=== Security Review Results ===") print(result) if __name__ == "__main__": main()