Deploy AI Agents and MCPs to Kubernetes: Is kagent and kmcp Worth It?
This video explores kagent and kmcp, two tools that promise to bring AI agents and MCP servers into Kubernetes using cloud-native principles. kagent lets you define AI agents as custom resources with YAML manifests, connect them to MCP servers for tools, and manage them like any other Kubernetes workload. kmcp deploys MCP servers to Kubernetes clusters using simple custom resources. The concept sounds appealing for platform engineers: create agents declaratively, give them specific tools, let them communicate through open protocols like A2A, all running in your existing infrastructure. However, the reality reveals significant gaps. While kagent successfully deploys agents to Kubernetes and connects them to MCP tools, its web interface is severely lacking compared to modern coding agents like Claude Code or Cursor. Tool execution is unreliable, there's no built-in user confirmation before calling tools, and the choice to expose agents via the A2A protocol instead of MCP limits integration with existing coding tools. kmcp works for deploying MCP servers but offers limited value beyond what standard Kubernetes manifests or Helm charts already provide. The video demonstrates both tools in action—creating agents, connecting to MCP servers, and troubleshooting Kubernetes issues—while honestly examining whether these projects solve real problems or just add unnecessary complexity to workflows that modern coding agents already handle better. ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ Sponsor: RavenDB 🔗 Meet the new AI Agent in RavenDB: https://ravendb.net/ai-agent-creator?utm_source=youtube&utm_medium=influencers&utm_campaign=devops_toolkit 🔗 Visit RavenDB's homepage: https://ravendb.net/?utm_source=youtube&utm_medium=influencers&utm_campaign=devops_toolkit ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ #KubernetesAI #MCPServers #AIAgents Consider joining the channel: https://www.youtube.com/c/devopstoolkit/join ▬▬▬▬▬▬ 🔗 Additional Info 🔗 ▬▬▬▬▬▬ ➡ Transcript and commands: https://devopstoolkit.live/kubernetes/deploy-ai-agents-and-mcps-to-k8s-is-kagent-and-kmcp-worth-it 🔗 kagent: https://kagent.dev ▬▬▬▬▬▬ 💰 Sponsorships 💰 ▬▬▬▬▬▬ If you are interested in sponsoring this channel, please visit https://devopstoolkit.live/sponsor for more information. Alternatively, feel free to contact me over Twitter or LinkedIn (see below). ▬▬▬▬▬▬ 👋 Contact me 👋 ▬▬▬▬▬▬ ➡ BlueSky: https://vfarcic.bsky.social ➡ LinkedIn: https://www.linkedin.com/in/viktorfarcic/ ▬▬▬▬▬▬ 🚀 Other Channels 🚀 ▬▬▬▬▬▬ 🎤 Podcast: https://www.devopsparadox.com/ 💬 Live streams: https://www.youtube.com/c/DevOpsParadox ▬▬▬▬▬▬ ⏱ Timecodes ⏱ ▬▬▬▬▬▬ 00:00 AI Agent and MCPs in Kubernetes 01:01 RavenDB (sponsor) 02:25 Kubernetes AI Agents with kagent 11:42 Integrating External MCP Servers 16:23 Deploying MCP Servers with kmcp 22:31 Should You Use kagent and kmcp?