Vertex Ai Deployer
Automates Vertex AI model deployment, including versioning, endpoint creation, and traffic splitting for streamlined ML workflows.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add vertex-ai-deployer npx -- -y @trustedskills/vertex-ai-deployer
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"vertex-ai-deployer": {
"command": "npx",
"args": [
"-y",
"@trustedskills/vertex-ai-deployer"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
This skill allows AI agents to deploy models directly to Vertex AI. It handles the complexities of creating endpoints, managing configurations, and ensuring proper resource allocation for your machine learning models. The skill streamlines the deployment process, enabling rapid iteration and scaling of AI applications.
When to use it
- Deploy a newly trained image classification model for real-time predictions in an application.
- Automate the creation of a prediction endpoint for a natural language processing model used for sentiment analysis.
- Scale up resources allocated to a deployed model based on increased user demand.
- Quickly deploy and test different versions of a machine learning model for A/B testing purposes.
Key capabilities
- Deploy models to Vertex AI endpoints.
- Manage endpoint configurations.
- Automate resource allocation.
Example prompts
- "Deploy my 'image-classifier' model to Vertex AI."
- "Create a prediction endpoint for the 'sentiment-analyzer' model with 2 GPUs."
- “Scale up the resources allocated to the ‘my-model’ endpoint.”
Tips & gotchas
- Requires appropriate permissions and access to your Google Cloud project.
- The skill assumes familiarity with Vertex AI concepts like models, endpoints, and resource allocation.
Tags
TrustedSkills Verification
Unlike other registries that point to live repositories, TrustedSkills pins every skill to a verified commit hash. This protects you from malicious updates — what you install today is exactly what was reviewed and verified.
Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.