Build production-ready AI applications

Go beyond demos and proofs of concept. AI Templates deliver battle-tested, production-ready components for building AI applications on Kubernetes, following best practices.

What's New What's New

Deep Agent update (August 2026): The Agent and UI templates have moved to LangGraph Deep Agents. template-agent is now a config-as-code Deep Agent runtime (orchestrator, subagents, skills, MCP integration). template-ui has been updated to work with the new Deep Agent streaming API, including HITL interrupts, task progress, and markdown-first rendering. Read the announcement →

What are AI Templates?

AI Templates are reusable, modular components that accelerate your AI development journey. Each template is designed to work independently or as part of a complete AI application stack:

  • MCP Server Template - Build Model Context Protocol servers that extend AI agent capabilities
  • Agent Template - Deep Agent orchestration with config-as-code, subagents, skills, and enterprise observability
  • UI Template - React chat UI for the Deep Agent streaming API

Why Use AI Templates?

Fast Development
Get from idea to production in hours, not weeks. Our templates handle the infrastructure complexity.

Enterprise-Ready
Built-in security, authentication, observability, and audit trails. Production-ready from day one.

Modular Architecture
Use what you need. Mix and match templates or integrate with your existing systems.

Kubernetes-Native
Deploy anywhere - OpenShift, EKS, GKE, or any Kubernetes cluster.

Get Started

  1. Choose a Template - Browse our template catalog
  2. Set Up Your Tools - Configure Cursor IDE or Claude Desktop
  3. Read the Documentation - Follow quick start guides for each template

Template Ecosystem

graph TD A[User Interface
template-ui BFF] --> B[AI Deep Agent Layer
template-agent] B --> C[MCP Server
template-mcp-server] C --> D[External Systems
Databases, APIs, Services] style A fill:#e8f5e9,stroke:#4caf50,stroke-width:2px style B fill:#e3f2fd,stroke:#2196f3,stroke-width:2px style C fill:#f3e5f5,stroke:#9c27b0,stroke-width:2px style D fill:#fff3e0,stroke:#ff9800,stroke-width:2px

Open Source & Community

All templates are open source and available on GitHub. Contributions are welcome!

License: Apache 2.0
Community: GitHub Discussions
Issues: Report issues in individual template repositories

Featured Templates

Production-ready components for building AI applications

MCP Server Template

Build Model Context Protocol servers that extend AI agent capabilities with specialized tools and integrations.

Agent Template

Deep Agent orchestration with config-as-code, subagents, skills, MCP integration, and production deployment on OpenShift.

UI Template

React chat UI for the Deep Agent streaming API with HITL, task progress, and runtime branding configuration.

Latest News

August 11, 2026

template-agent merges Deep Agent into main

The Agent template now builds on LangGraph Deep Agents with orchestrator, subagents, skills, and enterprise infrastructure.

Read more →

All news →

Ready to build?

Start with our templates and deploy production-ready AI applications in hours, not weeks.