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:
- Create a project in your mStudio account
- Configure the Node.js runtime
- Set up the database
- Create a backup schedule
- Deploy your application
- Report completion with access URLs
You describe the outcome; the agent handles the execution.
Four 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
Learn more about IDE Integration →
2. CLI Agents
Run a coding agent in your terminal against the same GDPR-compliant AI models. The agent reads and writes files, runs commands, and calls tools on its own — your code and prompts stay on infrastructure in Germany.
Best for: Multi-file changes, repo-wide refactoring, scripted and headless workflows
Available integrations:
- Hermes Agent
- Pi
- opencode
3. 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
4. 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
Getting Started
Quick Start: IDE Integration
- Get your AI Hosting API key (how to get one)
- Choose your IDE integration
- Configure with endpoint:
https://llm.aihosting.mittwald.de/v1 - Select model:
Qwen3.5-122B-A10B-FP8
Quick Start: CLI Agents
- Get your AI Hosting API key (how to get one)
- Install one of the supported agents
- Point it at endpoint:
https://llm.aihosting.mittwald.de/v1 - Verify tool calling works before relying on the agent — each guide has a check for this
Quick Start: MCP
- Install an MCP-compatible client
- Connect to:
https://mcp.mittwald.de/mcp - Authenticate with OAuth or API token
- Start managing infrastructure through natural language
Quick Start: Agent Skills
- Install the mittwald agent skills for your AI assistant
- Trigger with phrases like "migrate to mittwald" or "deploy to mittwald"
- 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.