Examples

Work through end-to-end examples that put kagent’s runtime, tools, and Agent Substrate features together.

Agent Substrate

Watch an agent’s Actor suspend between turns, pin its state with a checkpoint, and fork that …

Use agents from an MCP client

Connect Claude Code, Cursor, or another MCP client to kagent’s MCP server, then discover your agents …

Call an agent over A2A

Use the A2A service that the kagent controller serves to read an Agent’s card, send it a message, …

Add a skill to an agent

Package instructions and a script as a skill, publish it as an OCI image, and attach it to an …

Delegate work to another agent

Bind one AgentTemplate to another as a subagent tool, and watch a front-line agent hand a …

Build a documentation agent

Crawl a documentation site into a vector database, serve it over MCP, and give an agent semantic …

Run your own agent image

Build a minimal BYO agent image, run it on a byo Harness, and invoke it the same way as any other …

Block PII in an agent's model requests

Add a prompt guard to an agentgateway model so that a prompt carrying personally identifiable …