Bring Kubernetes
to Pydantic AI
Create your Vinkius account to connect Qovery to Pydantic AI and start using all 10 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the Qovery MCP Server?
Connect your Qovery infrastructure to any AI agent and bring DevOps execution directly into your coding environment.
What you can do
- Map your Infrastructure — Traverse effortlessly through your Qovery Organizations, Projects, and Environments to build a complete mental map of your deployments
- Monitor Applications — Inspect individual microservices, check active replica counts, verify auto-deploy settings, and get real-time status updates without switching contexts to the Qovery dashboard
- Take Action via Chat — Trigger zero-downtime rolling restarts to cycle Kubernetes pods and refresh environment variables directly inside Claude or Cursor
- Targeted Deployments — Issue a fast-track deploy of a specific Git commit SHA for hotfixes or localized feature testing, all handled friction-free by the LLM
How it works
- Subscribe to this server
- Supply your Qovery Organization API Token
- Start managing your clusters and triggering deploys across your environments within seconds
Who is this for?
- Platform Engineers — easily check staging environments and cluster configs while writing infrastructure-as-code paradigms
- Full-stack Developers — push a fix to a branch, copy the commit SHA, and just tell your agent to deploy it instantly to the dev sandbox
- Engineering Leads — check if the latest mission-critical app is properly scaled and healthy across multiple availability zones
Built-in capabilities (10)
Triggers an immediate deployment of a specific Git commit SHA
Retrieves details for a specific Qovery application
Retrieves details for a specific Qovery environment
Retrieves details for a specific Qovery organization
Retrieves details for a specific Qovery project
Lists all applications running in a specific environment
Lists all environments (Production, Staging, etc.) in a project
Lists all Qovery organizations associated with the token
Lists all projects within a Qovery organization
Performs a zero-downtime rolling restart of a Qovery application
Why Pydantic AI?
Pydantic AI validates every Qovery tool response against typed schemas, catching data inconsistencies at build time. Connect 10 tools through Vinkius and switch between OpenAI, Anthropic, or Gemini without changing your integration code. full type safety, structured output guarantees, and dependency injection for testable agents.
- —
Full type safety: every MCP tool response is validated against Pydantic models, catching data inconsistencies before they reach your application
- —
Model-agnostic architecture. switch between OpenAI, Anthropic, or Gemini without changing your Qovery integration code
- —
Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors
- —
Dependency injection system cleanly separates your Qovery connection logic from agent behavior for testable, maintainable code
Qovery in Pydantic AI
Why run Qovery with Vinkius?
The Qovery connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 10 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.
* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.
Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect Qovery using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Qovery and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Qovery to Pydantic AI through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
Qovery for Pydantic AI
Every request between Pydantic AI and Qovery is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
How do I securely obtain my Qovery API Token?
Sign in to your Qovery Console. Navigate to your Organization Settings, then to the API Tokens section. Click Generate Token (or Add). Give it a brief name, select the desired roles, and click Create. Copy the static string immediately as it won't be shown again, and paste it to authenticate.
Can it restart specific microservices?
Yes. Once you identify the app_id using the list components tools, you can instruct your agent to restart_application. This triggers a rolling restart exactly as if you clicked 'Restart' on the console. Traffic is routed seamlessly while pods re-initialize.
What does deploy specific Git commit do?
Normally, Qovery auto-deploys a branch. With deploy_application you can force Qovery to pull a specific commit ID (SHA) and deploy it immediately to an environment. This is perfect for hotfixes, effectively circumventing prolonged CI loops while ensuring zero downtime.
Is this tool safe to run on production?
Yes, but with caveats. Standard queries (like listing environments and getting stats) are entirely read-only. However, tools like restart and deploy are mutating operations. Always make sure you instruct your agent precisely and maintain manual approval checkpoints before executing deployment functions.
How does Pydantic AI discover MCP tools?
Create an MCPServerHTTP instance with the server URL. Pydantic AI connects, discovers all tools, and generates typed Python interfaces automatically.
Does Pydantic AI validate MCP tool responses?
Yes. When you define result types as Pydantic models, every tool response is validated against the schema. Invalid data raises a clear error instead of silently corrupting your pipeline.
Can I switch LLM providers without changing MCP code?
Absolutely. Pydantic AI abstracts the model layer. your Qovery MCP integration works identically with OpenAI, Anthropic, Google, or any supported provider.
MCPServerHTTP not found
Update: pip install --upgrade pydantic-ai
Explore More MCP Servers
View all →
Salesforce
12 toolsConnect your Salesforce CRM to any AI agent — query records with SOQL, manage accounts, contacts, opportunities, run reports, and perform CRUD operations.
ShipBob
30 toolsAutomate your e-commerce fulfillment with ShipBob — manage products, track orders, and monitor inventory levels directly from your AI agent.
VBOUT
9 toolsRun marketing campaigns with email automation, social media management, and landing pages in one affordable platform.
AirOps
10 toolsAI workflow orchestration — execute models, manage agents, and query memory via AI.