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Agentic Integration with mittwald

mittwald enables agentic integration — connecting AI assistants to your development and operations workflows so they can do more than generate code. From coding tasks to infrastructure automation and cross-tool orchestration, agents execute multi-step workflows while you maintain oversight.

What is Agentic Integration?​

Traditional AI assistants often focus on suggestions and completions. Agentic AI goes further: it understands your goal, breaks it into steps, calls the necessary tools, and executes the full workflow across code, infrastructure, and platform operations.

Example workflow:

"Deploy my Express app to mittwald with daily backups"

An agentic assistant will:

  1. Create a project in your mStudio account
  2. Configure the Node.js runtime
  3. Set up the database
  4. Create a backup schedule
  5. Deploy your application
  6. Report completion with access URLs

You describe the outcome; the agent handles the execution.

Three Ways to Use Agentic Integration at mittwald​

1. IDE Integration​

Use mittwald's GDPR-compliant AI models hosted in Germany for code generation, editing, and chat directly in your development environment.

Best for: Code completion, refactoring, debugging, test generation

Available integrations:

  • JetBrains IDEs (IntelliJ, PHPStorm, WebStorm)
  • Visual Studio Code
  • Cursor & Windsurf
  • Zed
  • CLI tools (OpenCode)

Learn more about IDE Integration →

2. MCP (Model Context Protocol)​

Connect AI assistants to mittwald's infrastructure API through the Model Context Protocol. Manage projects, databases, containers, domains, and more through natural language.

Best for: Infrastructure provisioning, server management, operational tasks

What you can do:

  • Create and manage projects
  • Deploy containers and configure databases
  • Manage domains and SSL certificates
  • Monitor backups and cronjobs
  • Access logs and metrics

Learn more about MCP →

3. Agent Skills​

Pre-built workflow guidance for complex tasks like migrations and zero-config deployments. Skills provide structured, step-by-step assistance without custom prompts.

Best for: Complex migrations, deployment workflows, platform onboarding

Available skills:

  • mittwald-migrate: Conversational migration from any platform to mStudio
  • mittwald-zerodeploy: Zero-config deployment with auto-detection

Learn more about Agent Skills →

Getting Started​

Quick Start: IDE Integration​

  1. Get your API key from mStudio
  2. Choose your IDE integration
  3. Configure with endpoint: https://llm.aihosting.mittwald.de/v1
  4. Select model: Ministral-3-14B-Instruct-2512

Quick Start: MCP​

  1. Install an MCP-compatible client
  2. Connect to: https://mcp.mittwald.de/mcp
  3. Authenticate with OAuth or API token
  4. Start managing infrastructure through natural language

Quick Start: Agent Skills​

  1. Install the mittwald agent skills for your AI assistant
  2. Trigger with phrases like "migrate to mittwald" or "deploy to mittwald"
  3. Follow the conversational workflow

Privacy & Compliance​

All mittwald AI services are:

  • GDPR-compliant and hosted in Germany
  • No data storage for training purposes
  • Secure with OAuth 2.1 + PKCE authentication
  • Scoped access with granular permissions

Usage Limits​

Usage limits are enforced by your mStudio tariff. Check your plan details for current limits.

Next Steps​