kagent-dev · dimetron · Jul 8, 2025 · Jul 8, 2025 · Jul 8, 2025 · Jul 9, 2025
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+# KAgent Tools Roadmap
+
+This document outlines the development roadmap for KAgent Tools, a comprehensive Go implementation of Kubernetes and cloud-native tools integrated with the Model Context Protocol (MCP).
+
+## MCP Ecosystem Alignment
+
+KAgent Tools is committed to supporting the broader MCP ecosystem development. Our roadmap incorporates key initiatives from the [official MCP roadmap](https://modelcontextprotocol.io/development/roadmap) to ensure interoperability, standardization, and community alignment. We actively participate in MCP protocol evolution and contribute to the ecosystem's growth.
+
+## Current State (Q3 2025)
+
+### ✅ Completed
+- **Core MCP Server Implementation**: Stable MCP server with SSE and stdio transport support
+- **Python to Go Migration**: Successfully migrated all core tools from Python to Go
+- **Modular Architecture**: Clean separation of concerns with dedicated packages for each tool category
+  - Kubernetes (kubectl operations, resource management)
+  - Helm (package management, releases)
+  - Istio (service mesh management, proxy configuration)
+  - Cilium (CNI, networking, cluster mesh)
+  - Argo Rollouts (progressive delivery)
+  - Prometheus (monitoring, PromQL queries)
+  - Utilities (datetime, shell commands)
+- **Testing Infrastructure**: Unit tests with 80%+ coverage requirement
+- **CI/CD Pipeline**: Automated testing and building
+
+### 🔄 In Progress
+- **Documentation**: Comprehensive README and development guides
+- **Tool Provider Registry Refactor**: New registration pattern with template method implementation
+- **Enhanced Error Handling**: Improved error messages and context propagation
+- **Schema Validation**: Better parameter validation and type safety
+- **Test coverage >80%**: Improve test coverage
+
+---
+
+## Short-Term Goals (Q3 2025)
+
+### 🎯 Priority 1: Core Architecture Improvements
+
+#### Observability (Complete by August 2025)
+- **Objective**: Provide robust observability features across all tools
+- **Key Features**:
+  - Metrics collection and export
+  - Distributed tracing support - OpenTelemetry
+  - Centralized and structured logging improvements
+- **Success Metrics**: Comprehensive metrics, tracing, and logging coverage for all tool operations
+
+#### Tool Provider Registry (Complete by August 2025)
+- **Objective**: Finish migration to new registry pattern for better maintainability
+- **Key Features**:
+  - Template method pattern for consistent tool initialization
+  - Dynamic tool registration with proper schema handling
+  - Improved error handling during tool registration
+  - Better separation of concerns between tools and providers
+- **Success Metrics**: All tools migrated to new registry pattern, legacy registration removed
+
+#### Enhanced MCP Integration (Complete by August 2025)
+- **Objective**: Improve MCP protocol integration and tool discovery
+- **Key Features**:
+  - Better schema definitions for all tools
+  - Improved parameter validation
+  - Enhanced error responses with structured error types
+  - Tool categorization and tagging
+  - Add flag which will enforce readonly operations globally
+- **Success Metrics**: 100% schema coverage, improved error handling
+
+#### Performance/Fuzzy Testing (Complete by September 2025)
+- **Objective**: Optimize tool execution performance and resource usage
+- **Key Features**:
+  - Command execution pooling
+  - Caching for frequently accessed resources
+  - Memory optimization for large responses
+  - Concurrent tool execution where applicable
+- **Success Metrics**: 50% reduction in memory usage, 30% faster command execution
+
+### 📚 Priority 2: Developer Experience 
+
+#### Enhanced Documentation (Complete by August 2025)
+- **Tool Documentation**: Comprehensive examples for each tool
+- **API Reference**: Complete MCP tool API documentation
+- **Best Practices Guide**: Common patterns and usage examples
+- **Troubleshooting Guide**: Common issues and solutions
+
+#### Development Tools (Complete by August 2025)
+- **Tool Generator**: CLI tool for creating new tool categories
+- **Schema Validator**: Validation tools for tool schemas
+- **Integration Tests**: Comprehensive integration test suite
+- **Mock Server**: Mock MCP server for testing
+
+#### MCP Ecosystem Alignment (Complete by September 2025)
+- **Compliance Test Suites**: Automated verification that our MCP server properly implements the specification
+- **Reference Implementation**: Demonstrate MCP protocol features with high-quality tool integrations
+- **MCP Registry Integration**: Integrate with official MCP Registry for centralized server discovery
+- **Protocol Validation**: Ensure consistent behavior across the MCP ecosystem
+
+
+### 🔧 Priority 3: Optimize Tools Number by eliminating redundand tools
+
+#### Kubernetes Tools Expansion (Complete by September 2025)
+- **New Tools**:
+  - `kubectl_wait`: Wait for specific resource conditions
+- **Enhancements**:
+  - Better context switching support
+  - Improved resource filtering and selection
+  - Enhanced log streaming capabilities
+
+#### Security Tools (Complete by September 2025)
+- **RBAC Analysis**: Role-based access control validation
+- **Falco Integration**: Runtime security monitoring
+- **Vulnerability Scanning**: Integration with security scanners
+
+---
+
+## Medium-Term Goals (Q4 2025)
+
+### 🚀 Advanced Features
+
+#### GitOps Integration (Complete by September 2025)
+- **ArgoCD Tools**: Advanced ArgoCD application management
+- **Flux Integration**: Flux v2 toolkit integration
+- **Git Operations**: Git-based workflow tools
+- **Deployment Tracking**: Track deployments across environments
+
+#### Advanced Networking (Complete by October 2025)
+- **Service Mesh Tools**: Advanced Istio operations
+- **Network Policy Management**: Comprehensive network policy tools
+- **Traffic Management**: Advanced traffic routing and load balancing
+- **Observability**: Network-level monitoring and tracing
+
+#### Multi-Cluster Support (Complete by December 2025)
+- **Cluster Management**: Support for multiple Kubernetes clusters
+- **Cross-Cluster Operations**: Tools for multi-cluster deployments
+- **Cluster Discovery**: Automatic cluster detection and configuration
+- **Context Switching**: Seamless context switching between clusters
+
+#### MCP Advanced Features (Complete by December 2025)
+- **Agent Integration**: Support for agent graphs and interactive workflows
+- **Multi-Modal Support**: Additional modalities beyond text (future-ready architecture)
+- **Streaming Capabilities**: Real-time data streaming for large responses
+- **Interactive Workflows**: Multi-step interactive operations with state management
+
+### 🔄 Platform Integration
+
+#### Cloud Provider Integration (Complete by October 2025)
+- **AWS EKS**: EKS-specific tools and integrations
+- **Azure AKS**: AKS cluster management
+- **Google GKE**: GKE management and operations
+- **Multi-Cloud**: Cross-cloud deployment and management
+
+#### CI/CD Pipeline Integration (Complete by TBD)
+- **Argo Workflow**: Argo workflow integration
+- **Tekton**: Cloud-native CI/CD pipeline tools
+
+#### MCP Registry Integration (Complete by TBD)
+- **Registry Publication**: Publish KAgent Tools to official MCP Registry
+- **Discovery Enhancement**: Enable automatic discovery of our tools via MCP Registry
+- **Metadata Standards**: Implement rich metadata for better tool categorization
+- **Version Management**: Semantic versioning and compatibility tracking in registry
+
+---
+
+## Long-Term Vision (2025+)
+
+### 🎯 Strategic Objectives
+
+Keep aligned with modelcontextprotocol spec and roadmap
+
+#### Enterprise Features (Q4 2025)
+- **Multi-Tenancy**: Enterprise-grade multi-tenant support
+- **Compliance Tools**: Compliance monitoring and reporting
+- **Audit Logging**: Comprehensive audit trail and compliance
+- **Enterprise SSO**: Advanced authentication and authorization
+
+#### MCP Protocol Evolution (Q1 2026)
+- **Advanced Agent Capabilities**: Support for complex agent workflows and state management
+- **Enhanced Multimodality**: Full support for additional modalities as they become available
+- **Protocol Extensions**: Contribute to and implement MCP protocol extensions
+- **Ecosystem Integration**: Deep integration with other MCP-compatible tools and platforms
+
+#### Extended Ecosystem (Q3 2025)
+- **Plugin Architecture**: Third-party plugin support
+- **Custom Tool Development**: SDK for custom tool development
+- **Marketplace**: Community-driven tool marketplace
+- **Integration Hub**: Pre-built integrations with popular tools
+
+#### Advanced Analytics (Q4 2025)
+- **Cost Optimization**: Cost analysis and optimization tools
+- **Performance Analytics**: Deep performance insights
+- **Capacity Planning**: Intelligent capacity planning
+- **Trend Analysis**: Long-term trend analysis and reporting
+
+---
+
+## Technical Debt and Maintenance
+
+### Ongoing Priorities
+- **Security Updates**: Regular security audits and dependency updates
+- **Performance Monitoring**: Continuous performance optimization
+- **Test Coverage**: Maintain 80%+ test coverage across all packages
+- **Documentation**: Keep documentation current with code changes
+- **Dependency Management**: Regular dependency updates and security patches
+
+### Code Quality Initiatives
+- **Linting Standards**: Enforce consistent code style with golangci-lint
+- **Code Reviews**: Mandatory code reviews for all changes
+- **Refactoring**: Regular refactoring to improve maintainability
+- **Architecture Reviews**: Periodic architecture reviews and improvements
+
+### MCP Protocol Governance
+- **Specification Compliance**: Track and implement MCP specification updates
+- **Community Participation**: Active participation in MCP community discussions
+- **Standardization Contributions**: Contribute to MCP protocol standardization efforts
+- **Interoperability Testing**: Cross-platform and cross-implementation testing
+
+---
+
+## Success Metrics
+
+### Technical Metrics
+- **Performance**: 99.9% uptime, <100ms average response time
+- **Quality**: 80%+ test coverage, 0 critical security vulnerabilities
+- **Reliability**: <0.1% error rate, graceful degradation
+- **Maintainability**: <2 day average time to fix issues
+
+### Adoption Metrics
+- **Usage**: Growth in active users and tool invocations
+- **Community**: Contributions, issues, and community engagement
+- **Documentation**: Documentation coverage and user satisfaction
+- **Feedback**: User feedback scores and feature requests
+
+### MCP Ecosystem Metrics
+- **Registry Adoption**: Number of installations via MCP Registry
+- **Protocol Compliance**: Compliance test suite pass rate (target: 100%)
+- **Interoperability**: Successful integrations with other MCP tools
+- **Community Participation**: Active engagement in MCP working groups and discussions
+
+---
+
+## Contributing to the Roadmap
+
+This roadmap is a living document that evolves with the project. We welcome:
+
+- **Feature Requests**: Suggest new tools or enhancements
+- **Priority Feedback**: Help us prioritize features based on user needs
+- **Technical Input**: Contribute to architectural decisions
+- **Implementation**: Help implement roadmap items
+
+### How to Contribute
+1. **Open Issues**: Use GitHub issues for feature requests and feedback
+2. **Discussions**: Join project discussions for architectural decisions
+3. **Pull Requests**: Contribute code for roadmap items
+4. **Testing**: Help test new features and provide feedback
+
+---
+
+## Version History
+
+| Version | Date | Major Changes |
+|---------|------|---------------|
+| 1.0 | Q1 2025 | Initial roadmap creation |
+| 1.1 | Q3 2025 | Updated timelines and integrated MCP official roadmap items |
+
+---
+
+*This roadmap is subject to change based on community feedback, technical constraints, and emerging requirements.*