Rover MCP Server

#!/usr/bin/env python3 """ Demo script for the new rover_member_summary MCP tool. This showcases comprehensive member profiles including group roles and JIRA involvement. """ import json from datetime import datetime def simulate_member_summary(member_id: str, include_jira_details: bool = True): """ Simulate the rover_member_summary tool output with realistic data. This demonstrates what the tool would return with real data integration. """ # Realistic member data based on actual Red Hat context member_data = { "dhshah": { "projects": ["SPAI", "KONFLUX", "PVO11Y", "OSIM", "SPRE"], "groups": [ {"name": "sp-ai-support-chatbot", "role": "member"}, {"name": "sp-ai-support-chatbot-admins", "role": "member"}, {"name": "konflux-users", "role": "member"} ], "expertise": ["AI/ML Platform Development", "Software Engineering", "Platform Integration"], "recent_issues": [ { "key": "SPAI-213", "project": "SPAI", "summary": "onboarding first users (feedback and testing)", "status": "Open", "role": "assignee" }, { "key": "KONFLUX-8901", "project": "KONFLUX", "summary": "Integrate AI chatbot with Konflux platform", "status": "In Progress", "role": "reporter" }, { "key": "PVO11Y-1701", "project": "PVO11Y", "summary": "Observability metrics for AI services", "status": "Open", "role": "mentioned" } ] }, "mboy": { "projects": ["H2R", "HPUX", "SPAI", "MTV", "PVO11Y"], "groups": [ {"name": "sp-ai-support-chatbot-admins", "role": "owner"}, {"name": "pv-observability-team", "role": "member"}, {"name": "ux-research-guild", "role": "member"} ], "expertise": ["User Experience Research", "CI/CD Pipeline Development", "Process Optimization"], "recent_issues": [ { "key": "H2R-1075", "project": "H2R", "summary": "Review of notifications that create no action tickets for GSS coordinators", "status": "Open", "role": "assignee" }, { "key": "SPAI-129", "project": "SPAI", "summary": "Define a gitlab ci pipeline for the frontend service", "status": "Resolved", "role": "assignee" } ] } } # Get member-specific data or use default data = member_data.get(member_id, { "projects": ["PLACEHOLDER"], "groups": [{"name": "unknown-group", "role": "member"}], "expertise": ["To be determined"], "recent_issues": [ { "key": "EXAMPLE-123", "project": "PLACEHOLDER", "summary": f"Sample issue for {member_id}", "status": "Open", "role": "mentioned" } ] }) # Build comprehensive member summary member_summary = { "member_profile": { "member_id": member_id, "type": "user", "total_groups": len(data["groups"]), "roles": [f"{group['role']} in {group['name']}" for group in data["groups"]] }, "group_memberships": { "discovered_groups": data["groups"], "leadership_roles": [group for group in data["groups"] if group["role"] in ["owner", "admin"]], "membership_diversity": "high" if len(data["groups"]) > 2 else "moderate" }, "jira_involvement": { "projects": data["projects"], "total_issues": len(data["recent_issues"]), "is_active": len(data["recent_issues"]) > 0, "expertise_areas": data["expertise"], "activity_level": "high" if len(data["recent_issues"]) > 3 else "moderate" if len(data["recent_issues"]) > 0 else "low" }, "professional_profile": { "primary_expertise": data["expertise"][:3], "collaboration_score": "high" if len(data["projects"]) > 3 else "moderate", "project_diversity": len(set(data["projects"])) } } if include_jira_details: member_summary["jira_involvement"]["recent_issues"] = data["recent_issues"] # Add project breakdown project_breakdown = {} for project in data["projects"]: project_issues = [issue for issue in data["recent_issues"] if issue.get("project") == project] project_breakdown[project] = { "issue_count": len(project_issues), "recent_activity": len(project_issues) > 0, "primary_role": project_issues[0]["role"] if project_issues else "contributor" } member_summary["jira_involvement"]["project_breakdown"] = project_breakdown # Add insights based on activity activity_insights = [] if member_summary["jira_involvement"]["is_active"]: activity_insights.append("Active contributor with recent JIRA involvement") if member_summary["professional_profile"]["project_diversity"] > 3: activity_insights.append("Cross-functional expertise across multiple projects") if member_summary["jira_involvement"]["activity_level"] == "high": activity_insights.append("High-volume contributor") if len(member_summary["group_memberships"]["leadership_roles"]) > 0: activity_insights.append("Leadership experience in Red Hat groups") member_summary["insights"] = { "activity_insights": activity_insights, "recommended_for": [ "Technical consultation", "Project collaboration", "Cross-team initiatives" ] if member_summary["jira_involvement"]["is_active"] else ["Future opportunities"], "expertise_summary": f"Specialist in {', '.join(data['expertise'][:2])}" if data['expertise'] else "Expertise to be determined", "leadership_potential": "High" if len(member_summary["group_memberships"]["leadership_roles"]) > 0 else "Emerging" } return member_summary def main(): """Demonstrate the rover_member_summary tool functionality.""" print("🔍 ROVER MEMBER SUMMARY TOOL DEMONSTRATION") print("=" * 60) print() # Example 1: dhshah profile print("📋 EXAMPLE 1: Member Profile - dhshah") print("-" * 40) dhshah_summary = simulate_member_summary("dhshah", include_jira_details=True) print(f"👤 Member: {dhshah_summary['member_profile']['member_id']}") print(f"📊 Group Memberships: {dhshah_summary['member_profile']['total_groups']} groups") print(f"🎯 Activity Level: {dhshah_summary['jira_involvement']['activity_level']}") print(f"🔬 Expertise: {', '.join(dhshah_summary['professional_profile']['primary_expertise'])}") print() print("🏢 GROUP INVOLVEMENT:") for group in dhshah_summary["group_memberships"]["discovered_groups"]: role_emoji = "👑" if group["role"] == "owner" else "⚙️" if group["role"] == "admin" else "👥" print(f" {role_emoji} {group['role']} in {group['name']}") print() print("🎯 JIRA PROJECT INVOLVEMENT:") for project, details in dhshah_summary["jira_involvement"]["project_breakdown"].items(): status_emoji = "🟢" if details["recent_activity"] else "⚪" print(f" {status_emoji} {project}: {details['issue_count']} issues ({details['primary_role']})") print() print("💡 INSIGHTS:") for insight in dhshah_summary["insights"]["activity_insights"]: print(f" ✨ {insight}") print(f" 🎯 {dhshah_summary['insights']['expertise_summary']}") print(f" 🚀 Leadership Potential: {dhshah_summary['insights']['leadership_potential']}") print() # Example 2: mboy profile (admin) print("📋 EXAMPLE 2: Admin Profile - mboy") print("-" * 40) mboy_summary = simulate_member_summary("mboy", include_jira_details=True) print(f"👤 Member: {mboy_summary['member_profile']['member_id']}") print(f"👑 Leadership Roles: {len(mboy_summary['group_memberships']['leadership_roles'])}") print(f"📊 Projects: {len(mboy_summary['jira_involvement']['projects'])}") print(f"🔥 Recent Issues: {mboy_summary['jira_involvement']['total_issues']}") print() print("🏆 LEADERSHIP POSITIONS:") for role in mboy_summary["group_memberships"]["leadership_roles"]: print(f" 👑 {role['role']} in {role['name']}") print() print("🔬 EXPERTISE AREAS:") for expertise in mboy_summary["professional_profile"]["primary_expertise"]: print(f" 🎯 {expertise}") print() print("🚀 RECENT ACTIVITY:") for issue in mboy_summary["jira_involvement"]["recent_issues"][:3]: status_emoji = "🟢" if issue["status"] == "Resolved" else "🟡" if issue["status"] == "In Progress" else "🔴" print(f" {status_emoji} {issue['key']}: {issue['summary'][:50]}...") print() # Example 3: JSON output for integration print("📋 EXAMPLE 3: JSON Output Structure") print("-" * 40) sample_summary = simulate_member_summary("sample-user", include_jira_details=False) print("Sample JSON structure (abbreviated):") print(json.dumps({ "member_profile": sample_summary["member_profile"], "insights": sample_summary["insights"] }, indent=2)) print() print("🔧 TOOL USAGE EXAMPLES") print("-" * 40) print("# Get full member summary with JIRA details") print("rover_member_summary('dhshah', include_jira_details=True)") print() print("# Get basic member profile without detailed JIRA data") print("rover_member_summary('mboy', include_jira_details=False)") print() print("# For any Red Hat member ID") print("rover_member_summary('your-redhat-id')") print() print("💡 INTEGRATION NOTES") print("-" * 40) print("✅ Tool added to rover MCP server") print("✅ Integrates with existing JIRA analysis functions") print("✅ Provides comprehensive member profiles") print("✅ Supports both detailed and summary views") print("🔄 Ready for real JIRA data integration via jira-mcp-snowflake") print("🔄 Can be enhanced with actual group discovery APIs") if __name__ == "__main__": main()