From fbf60ffaddd6d297215b5ed37c75d60a6b5f8e71 Mon Sep 17 00:00:00 2001 From: Dmytro Rashko Date: Tue, 8 Jul 2025 15:28:58 +0200 Subject: [PATCH 1/3] git ignore Signed-off-by: Dmytro Rashko --- .gitignore | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/.gitignore b/.gitignore index d146fbf..259d722 100644 --- a/.gitignore +++ b/.gitignore @@ -6,4 +6,7 @@ bin/ .env.local .env.development.local .env.test.local -.env.production.local \ No newline at end of file +.env.production.local +/logs/ +/kagent-tools +/coverage.out From ea6f80da3530c0163cec4c760557fdcf2cf60444 Mon Sep 17 00:00:00 2001 From: Dmytro Rashko Date: Tue, 8 Jul 2025 15:33:45 +0200 Subject: [PATCH 2/3] draft ROADMAP.md Signed-off-by: Dmytro Rashko --- ROADMAP.md | 255 +++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 255 insertions(+) create mode 100644 ROADMAP.md diff --git a/ROADMAP.md b/ROADMAP.md new file mode 100644 index 0000000..ef9627a --- /dev/null +++ b/ROADMAP.md @@ -0,0 +1,255 @@ +# 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 + +#### 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.* \ No newline at end of file From 402027e039cf1b46e8506fc46108157f58011887 Mon Sep 17 00:00:00 2001 From: Dmytro Rashko Date: Wed, 9 Jul 2025 23:25:10 +0200 Subject: [PATCH 3/3] telemetry Signed-off-by: Dmytro Rashko --- ROADMAP.md | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/ROADMAP.md b/ROADMAP.md index ef9627a..2c5cf08 100644 --- a/ROADMAP.md +++ b/ROADMAP.md @@ -35,6 +35,14 @@ KAgent Tools is committed to supporting the broader MCP ecosystem development. O ### 🎯 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**: