Documentation
Core Concepts
Learn about the AI agent and kagent concepts
What is kagent
Learn about the kagent features.
Learn more
Architecture
Learn about the architecture of kagent.
Learn more
Agents
Learn about AI agents.
Learn more
Tools
Learn about tools and MCP.
Learn more
Tools Ecosystem
Comprehensive catalog of built-in tools for Kubernetes, Helm, Istio, Prometheus, Grafana, Cilium, and Argo Rollouts.
Learn more
Human-in-the-Loop
Configure tool approval gates and interactive user prompts for agent oversight.
Learn more
Agent Memory
Enable vector-backed long-term memory for agents to learn from past interactions.
Learn more
Prompt Templates
Compose reusable prompt fragments from ConfigMaps using Go template syntax.
Learn more
Multi-Runtime Support
Choose between Go and Python ADK runtimes for your agents.
Learn more
Git-Based Skills
Load markdown knowledge documents from Git repositories to guide agent behavior.
Learn more
Context Management
Automatically manage conversation history to stay within LLM context windows.
Learn more
Kagent Lab: Discover kagent and kmcp
Free, on‑demand lab: build custom AI agents with kagent and integrate tools via kmcp on Kubernetes.