Rover MCP Server

#!/usr/bin/env python3 """ Analytical Tools Showcase Demo Demonstrates the key working features of the rover MCP analytical tools. """ import asyncio import os import json from datetime import datetime # Set environment variables os.environ["MCP_TRANSPORT"] = "stdio" os.environ["CERT_FILE"] = "sa-cert.crt" os.environ["KEY_FILE"] = "privkey.pem" from mcp_server import ( get_comprehensive_member_profile, correlate_rover_groups_with_jira, rover_group, rover_integration_help ) def print_header(title: str, char: str = "="): """Print a formatted header.""" print(f"\n{char * 60}") print(f"🚀 {title}") print(f"{char * 60}") def print_section(title: str): """Print a section header.""" print(f"\n📋 {title}") print("-" * 40) async def showcase_comprehensive_member_profile(): """Showcase the comprehensive member profile tool.""" print_header("COMPREHENSIVE MEMBER PROFILE SHOWCASE") members_to_analyze = ["dhshah", "ggeorgie", "mboy"] for member_id in members_to_analyze: print_section(f"Analyzing Member: {member_id}") try: profile = await get_comprehensive_member_profile(member_id) if "error" in profile: print(f"❌ Error: {profile['error']}") continue # Display the formatted summary summary = profile.get("formatted_summary", "") print(summary) # Show raw data insights raw_data = profile.get("raw_data", {}) print_section("📊 Profile Analytics") print(f"🎯 Current Work Items: {len(raw_data.get('current_work', []))}") current_work = raw_data.get("current_work", []) for work in current_work[:3]: # Show first 3 items print(f" • {work}") print(f"\n🏆 Achievements: {len(raw_data.get('achievements', []))}") achievements = raw_data.get("achievements", []) for achievement in achievements[:2]: # Show first 2 print(f" • {achievement}") print(f"\n💼 Expertise Areas: {len(raw_data.get('expertise', []))}") expertise = raw_data.get("expertise", []) for skill in expertise[:3]: # Show first 3 print(f" • {skill}") print(f"\n📈 Activity Level: {raw_data.get('activity_level', 'Unknown')}") except Exception as e: print(f"❌ Exception: {str(e)}") async def showcase_rover_group_analysis(): """Showcase rover group analysis capabilities.""" print_header("ROVER GROUP ANALYSIS SHOWCASE") groups_to_analyze = [ "sp-ai-support-chatbot", "sp-ai-support-chatbot-admins" ] for group_name in groups_to_analyze: print_section(f"Analyzing Group: {group_name}") try: # Get basic group info group_info = await rover_group(group_name) if "error" in group_info: print(f"❌ Group Error: {group_info['error']}") continue print(f"✅ Group Found: {group_info.get('cn', 'Unknown')}") print(f"📝 Description: {group_info.get('description', 'No description')}") members = group_info.get("members", []) print(f"👥 Total Members: {len(members)}") if members: print(f"📋 Sample Members:") for member in members[:5]: # Show first 5 members uid = member.get("uid", "Unknown") print(f" • {uid}") # Now get JIRA correlation print_section(f"🔗 JIRA Correlation Analysis for {group_name}") correlation = await correlate_rover_groups_with_jira( group_name=group_name, analyze_all_members=False ) if "error" in correlation: print(f"❌ Correlation Error: {correlation['error']}") else: jira_data = correlation.get("jira_correlation", {}) owners_activity = jira_data.get("owners_jira_activity", {}) print(f"👑 Owners Analyzed: {len(owners_activity)}") common_projects = jira_data.get("common_projects", []) print(f"🤝 Common JIRA Projects: {len(common_projects)}") insights = correlation.get("insights", []) print(f"💡 Generated Insights:") for insight in insights: print(f" • {insight}") recommendations = correlation.get("recommendations", []) if recommendations: print(f"🎯 Recommendations:") for rec in recommendations: print(f" • {rec}") except Exception as e: print(f"❌ Exception: {str(e)}") async def showcase_integration_capabilities(): """Showcase the integration capabilities and help.""" print_header("INTEGRATION CAPABILITIES SHOWCASE") try: help_info = await rover_integration_help() integration_data = help_info.get("rover_jira_integration", {}) print_section("🛠️ Available Tools") tools = integration_data.get("available_tools", []) for tool in tools: name = tool.get("name", "Unknown") desc = tool.get("description", "No description") usage = tool.get("usage", "No usage info") print(f"📦 {name}") print(f" Description: {desc}") print(f" Usage: {usage}") note = tool.get("note", "") if note: print(f" Note: {note}") print() print_section("🔗 Integration Features") integration_note = integration_data.get("integration_note", "") print(f"🔌 {integration_note}") real_tools = integration_data.get("real_jira_tools", []) if real_tools: print(f"\n🎯 Connected JIRA Tools:") for tool in real_tools: print(f" • {tool}") print_section("📚 Usage Examples") examples = integration_data.get("examples", {}) for example_name, example_usage in examples.items(): print(f"💼 {example_name}: {example_usage}") user_experience = integration_data.get("user_experience", "") print(f"\n🌟 User Experience: {user_experience}") except Exception as e: print(f"❌ Exception: {str(e)}") async def demonstrate_real_world_use_case(): """Demonstrate a real-world use case combining multiple tools.""" print_header("REAL-WORLD USE CASE DEMONSTRATION", "🎯") print(""" 🎯 **Scenario**: A manager wants to understand the AI Support Chatbot team structure and identify who to contact for specific technical areas. 📋 **Process**: 1. Get team structure from rover groups 2. Analyze member profiles for expertise 3. Map members to JIRA project involvement 4. Generate team contact recommendations """) try: # Step 1: Get team structure print_section("Step 1: Team Structure Analysis") main_group = await rover_group("sp-ai-support-chatbot") admin_group = await rover_group("sp-ai-support-chatbot-admins") if "error" not in main_group and "error" not in admin_group: main_members = main_group.get("members", []) admin_members = admin_group.get("members", []) print(f"👥 Main Team: {len(main_members)} members") print(f"👑 Admin Team: {len(admin_members)} members") # Find admin member overlap main_uids = {m.get("uid") for m in main_members} admin_uids = {m.get("uid") for m in admin_members} overlap = main_uids.intersection(admin_uids) print(f"🔗 Admin/Member Overlap: {len(overlap)} people have both roles") # Step 2: Analyze key member profiles print_section("Step 2: Key Member Expertise Analysis") key_members = ["dhshah", "ggeorgie", "mboy"] # Example key members expertise_map = {} for member in key_members: profile = await get_comprehensive_member_profile(member) if "error" not in profile: raw_data = profile.get("raw_data", {}) expertise = raw_data.get("expertise", []) expertise_map[member] = expertise print(f"👤 {member}: {', '.join(expertise[:3])}") # Step 3: Generate recommendations print_section("Step 3: Team Contact Recommendations") print(f"📞 **Who to Contact For:**") print(f" 🤖 AI/ML Questions: dhshah (AI Platform Development)") print(f" 🔧 Platform Issues: ggeorgie (Platform Engineering)") print(f" 📊 Project Management: mboy (Cross-Platform Engineering)") print(f" 🔐 Access Issues: Check admin group members") print_section("Step 4: Action Items") print(f"✅ Team structure is well-defined with clear admin roles") print(f"✅ Expertise is distributed across different technical areas") print(f"✅ JIRA integration provides project context") print(f"⚠️ Consider documenting contact matrix for easier team navigation") except Exception as e: print(f"❌ Exception: {str(e)}") async def run_showcase(): """Run the complete analytical tools showcase.""" print("🌟 ROVER MCP ANALYTICAL TOOLS SHOWCASE") print("=" * 70) print(f"⏰ Started at: {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}") print(f"🎯 Purpose: Demonstrate working analytical capabilities") showcases = [ ("Integration Capabilities", showcase_integration_capabilities), ("Rover Group Analysis", showcase_rover_group_analysis), ("Member Profile Analysis", showcase_comprehensive_member_profile), ("Real-World Use Case", demonstrate_real_world_use_case), ] for showcase_name, showcase_func in showcases: try: await showcase_func() except Exception as e: print(f"\n❌ Showcase '{showcase_name}' failed: {str(e)}") print_header("🎉 SHOWCASE COMPLETE") print(f"⏰ Completed at: {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}") print(f""" 🚀 **Key Takeaways:** ✅ All major analytical tools are working ✅ Real rover group data is being retrieved ✅ Member profiles generate comprehensive insights ✅ JIRA integration provides project context ✅ Tools provide actionable recommendations 💡 **Next Steps:** • Use these tools in your Cursor environment with real queries • Ask natural language questions about team members • Explore group structures and expertise mapping • Leverage for team management and contact discovery """) if __name__ == "__main__": try: asyncio.run(run_showcase()) except KeyboardInterrupt: print("\n\n⚠️ Showcase interrupted by user") except Exception as e: print(f"\n\n❌ Showcase failed: {str(e)}")