Skip to main content
Redhat Developers  Logo
  • Products

    Platforms

    • Red Hat Enterprise Linux
      Red Hat Enterprise Linux Icon
    • Red Hat AI
      Red Hat AI
    • Red Hat OpenShift
      Openshift icon
    • Red Hat Ansible Automation Platform
      Ansible icon
    • See all Red Hat products

    Featured

    • Red Hat build of OpenJDK
    • Red Hat Developer Hub
    • Red Hat JBoss Enterprise Application Platform
    • Red Hat OpenShift Dev Spaces
    • Red Hat OpenShift Local
    • Red Hat Developer Sandbox

      Try Red Hat products and technologies without setup or configuration fees for 30 days with this shared Red Hat OpenShift and Kubernetes cluster.
    • Try at no cost
  • Technologies

    Featured

    • AI/ML
      AI/ML Icon
    • Linux
      Linux Icon
    • Kubernetes
      Cloud icon
    • Automation
      Automation Icon showing arrows moving in a circle around a gear
    • See all technologies
    • Programming languages & frameworks

      • Java
      • Python
      • JavaScript
    • System design & architecture

      • Red Hat architecture and design patterns
      • Microservices
      • Event-Driven Architecture
      • Databases
    • Developer experience

      • Productivity
      • Tools
      • GitOps
    • Automated data processing

      • AI/ML
      • Data science
      • Apache Kafka on Kubernetes
    • Platform engineering

      • DevOps
      • DevSecOps
      • Red Hat Ansible Automation Platform for applications and services
    • Secure development & architectures

      • Security
      • Secure coding
  • Learn

    Featured

    • Kubernetes & cloud native
      Openshift icon
    • Linux
      Rhel icon
    • Automation
      Ansible cloud icon
    • AI/ML
      AI/ML Icon
    • See all learning resources

    E-books

    • GitOps cookbook
    • Podman in action
    • Kubernetes operators
    • The path to GitOps
    • See all e-books

    Cheat sheets

    • Linux commands
    • Bash commands
    • Git
    • systemd commands
    • See all cheat sheets

    Documentation

    • Product documentation
    • API catalog
    • Legacy documentation
  • Developer Sandbox

    Developer Sandbox

    • Access Red Hat’s products and technologies without setup or configuration, and start developing quicker than ever before with our new, no-cost sandbox environments.
    • Explore the Developer Sandbox

    Featured Developer Sandbox activities

    • Get started with your Developer Sandbox
    • OpenShift virtualization and application modernization using the Developer Sandbox
    • Explore all Developer Sandbox activities

    Ready to start developing apps?

    • Try at no cost
  • Blog
  • Events
  • Videos

Reimagining Red Hat Enterprise Linux image creation with Red Hat Lightspeed Model Context Protocol

February 19, 2026
Samiksha Saxena
Related topics:
Automation and management
Related products:
Red Hat Lightspeed

    Creating a golden image (a pre-configured, secure, and standardized system template) is the cornerstone of any scalable IT strategy. However, manually building these images for multiple environments (AWS, Azure, bare metal, and so on) while ensuring they contain the correct packages and security profiles can be a time-consuming and error-prone process.

    The Red Hat Lightspeed Model Context Protocol (MCP) changes the game by bringing natural language simplicity to the Red Hat Lightspeed image builder (formerly Insights image builder). Instead of navigating complex wizards or manually editing JSON blueprints, you can now orchestrate your image-building lifecycle through simple conversation.

    What is Red Hat Lightspeed image builder?

    Red Hat Lightspeed image builder is a hosted service that allows you to assemble customized Red Hat Enterprise Linux (RHEL) images optimized for your specific target platforms. It enables you to:

    • Customize blueprints: Select specific packages, repositories, file system layouts, and more.
    • Standardized and repeatable deployments: Establish standardized and repeatable deployments for your images.

    Streamlined image creation with natural language

    By connecting your LLM to image builder via the MCP, you can move from clicking through menus to declaring intent. The AI agent uses underlying platform APIs to manage blueprints and trigger image composes on your behalf. Figure 1 shows the report of a successful image built using Red Hat Lightspeed.

    Figure 1: Screenshot of the results of a successful image build using Red Hat Lightspeed Model Context Protocol
    Figure 1: Screenshot demonstrating how Red Hat Lightspeed Model Context Protocol (MCP) uses natural language to simplify the process of creating and managing Red Hat Enterprise Linux (RHEL) golden images, bridging the gap between an LLM agent and the image builder.

    Image management and customization use cases

    Use these prompts to simplify how you design and deploy your RHEL templates:

    • Blueprint creation: "Create a new RHEL 9 blueprint named ‘Web-Server-SOE' that includes the ‘httpd' and ‘mod_ssl' packages."
    • Security hardening: "Update the ‘Finance-App' blueprint to apply the CIS Benchmark Level 1 security profile."
    • Cloud push: "Build a fresh AMI from my ‘Production-Base' blueprint and share it with my AWS account 123456789."
    • Package verification: "What additional packages are currently included in the ‘Database-Gold-Image' blueprint?"

    Advanced orchestration: Closing the loop

    The real power of the MCP lies in its ability to combine image builder with other services like compliance and inventory. Here are some example prompts for related functions:

    • Compliance Auditing: "Show me all systems in inventory that were built using a non-compliant image blueprint."
    • Lifecycle Planning: "I need to upgrade to RHEL 10. List all my current RHEL 9 blueprints so I can clone them for the new version."
    • Full Workflow: "Identify the latest security profile for HIPAA, update my ‘Healthcare-Node' blueprint with it, and trigger a new build for Azure."

    Why use MCP for image builder?

    The Red Hat Lightspeed MCP for Image Builder is currently available in developer preview. We invite you to connect your LLM of choice—whether it's VS Code, Claude, or a custom tool—and start automating your RHEL image lifecycle today. There are several good reasons for using MCP for image builder, including:

    • Efficiency: Rapidly iterate on system designs without extensive knowledge of Red Hat Hybrid Cloud Console or API syntax.
    • Consistency: Ensure every image follows your organization's SOE by letting AI handle the complex configuration details.
    • Integration: Seamlessly bridge the gap between designing an image and monitoring its health once it's deployed.

    Your feedback is essential to refining these capabilities. Please share your experiences, feature requests, or bug reports through the Red Hat Issue Router (select the MCP component) or through our GitHub repository.

    Recent Posts

    • OpenShift networking evolved: Real routing, no NAT or asymmetry

    • Understanding ATen: PyTorch's tensor library

    • Reimagining Red Hat Enterprise Linux image creation with Red Hat Lightspeed Model Context Protocol

    • Control updates with download-only mode in bootc

    • Optimize infrastructure health with Red Hat Lightspeed MCP

    What’s up next?

    Article
    Dec 01, 2025

    How to set up Red Hat Lightspeed Model Context Protocol

    Samiksha Saxena

    This is a guide for setting up and using Red Hat Lightspeed Model Context...

    Red Hat Developers logo LinkedIn YouTube Twitter Facebook

    Platforms

    • Red Hat AI
    • Red Hat Enterprise Linux
    • Red Hat OpenShift
    • Red Hat Ansible Automation Platform
    • See all products

    Build

    • Developer Sandbox
    • Developer tools
    • Interactive tutorials
    • API catalog

    Quicklinks

    • Learning resources
    • E-books
    • Cheat sheets
    • Blog
    • Events
    • Newsletter

    Communicate

    • About us
    • Contact sales
    • Find a partner
    • Report a website issue
    • Site status dashboard
    • Report a security problem

    RED HAT DEVELOPER

    Build here. Go anywhere.

    We serve the builders. The problem solvers who create careers with code.

    Join us if you’re a developer, software engineer, web designer, front-end designer, UX designer, computer scientist, architect, tester, product manager, project manager or team lead.

    Sign me up

    Red Hat legal and privacy links

    • About Red Hat
    • Jobs
    • Events
    • Locations
    • Contact Red Hat
    • Red Hat Blog
    • Inclusion at Red Hat
    • Cool Stuff Store
    • Red Hat Summit
    © 2025 Red Hat

    Red Hat legal and privacy links

    • Privacy statement
    • Terms of use
    • All policies and guidelines
    • Digital accessibility

    Report a website issue