EX MCP Server

# Phase F Implementation Checklist (Phase 2) One-line YES/NO: YES — Checklist enumerates all advanced agentic and UX items. EXAI-MCP summary: provider=GLM, model=glm-4.5-flash; cost=$0; total call time≈instant ## Engines & Monitoring (2.1) - [ ] AutonomousWorkflowEngine skeleton + execute_workflow() - [ ] Error recovery registry + strategies + tests - [ ] Self-optimization hooks (learning stubs) - [ ] Proactive monitoring skeleton + anomaly detection stub ## UX (2.2) - [ ] NL command processor patterns + extraction tests - [ ] Progressive UI configs (BEGINNER/INTERMEDIATE/ADVANCED) - [ ] Suggestions engine stub + tests - [ ] Friendly error message catalog + mapping ## Unified Tools & Chaining (2.3) - [ ] UnifiedTool base + manager + registration - [ ] Tool chaining execution plan (sequential/parallel) - [ ] Parameter suggestion MVP + accuracy tests - [ ] Performance-based selection stub + metrics hooks ## Hybrid Reasoning & Cost & Predictive/Analytics (2.4) - [ ] Reasoning mode selector thresholds + tests - [ ] Cost optimization engine MVP + scenario tests - [ ] Predictive maintenance stubs + monitoring integration - [ ] Analytics dashboard data model + sample reports ## Success Criteria Confirmation - [ ] Autonomous success >80% - [ ] Recovery rate >90% - [ ] NL intent >90%; UI adapt >85% - [ ] Tool chaining >90%; suggestion accuracy >80% - [ ] Mode selection >90% optimal; cost reduction >25% - [ ] Anomaly detection >95% ## Artifacts - [ ] Test and scenario reports in docs/sweep_reports/ - [ ] Updated docs under docs/alignment/phase F/