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AI Agents

Cloud Native Agentic AI | Discord: https://bit.ly/kagentdiscord

★ 3.9K784 forksGoApache-2.0kagent-dev

Kubernetes-native framework for building, deploying and managing AI agents as custom resources. Agents combine a system prompt, MCP tool servers, and LLM ModelConfig (OpenAI, Anthropic, Vertex, Ollama), with a controller, UI, CLI, and an ADK-based engine.

Use Cases

Deploy and manage AI agents on KubernetesDevOps/SRE agents operating Kubernetes clustersReusable MCP tool servers for Istio, Helm, Argo, Prometheus, Grafana, CiliumDeclarative agent definitions as Kubernetes custom resources (kubectl workflows)Multi-provider LLM configuration via ModelConfig resourcesAgent tracing and observability with OpenTelemetryBuilding custom agents and tool integrationsWeb UI and CLI for agent lifecycle management

Built With

Language
Go
Frameworks
Google ADK · Kubernetes · Helm · MCP · OpenTelemetry · Istio · Argo · Prometheus · Grafana · Cilium

Tags

kubernetes · cloud-native · agents · mcp · devops · cncf · declarative · controller · cli · web-ui · observability · opentelemetry · a2a · helm · llm-providers · tool-servers