Developers and AI teams need fast, secure, and scalable access to data. They need to move data across environments, protect it, clone it for testing, recover it quickly, and use it across cloud and hybrid environments. We are making storage part of the builder experience.
What if developers could use a Cursor agent to manage storage directly from their coding environment?
That’s exactly what the Google Cloud NetApp Volumes (GCNV) Cursor Extension delivers—now also available via Open VSX, enabling broader ecosystem adoption.
What is the GCNV Cursor Extension?
GCNV in Cursor brings storage management directly inside the developer workflow. Instead of switching tools, developers and platform teams can interact with their storage environment using natural language and automation. It enables teams to manage storage resources, generate infrastructure as code, analyze performance, and optimize costs, all from within Cursor.
Why This Matters
In modern cloud workflows, developers, DevOps engineers, and platform teams still leave their IDE to manage storage across consoles, CLIs, dashboards, and documentation. That context switching adds friction to everyday tasks such as provisioning storage, cloning environments for testing, reviewing recommendations, troubleshooting performance, and managing recovery.
We consistently hear from developers and DevOps teams that storage management is often disconnected from the tools where they build and ship applications. Whether they are writing code, automating infrastructure, or operating cloud environments, switching between development tools and storage systems slows execution and breaks flow.
The GCNV Cursor agent reduces that friction by bringing cloud storage management into the developer workflow. By making storage operations accessible inside Cursor, teams can move faster, stay focused, and manage Google Cloud NetApp Volumes more efficiently.
Key Features
1. Cursor Agent Integration
The GCNV experience is powered through a Cursor agent that enables natural language interaction for storage workflows. Developers can simply use prompts like “what are the top used data storage in my google cloud project,” “can you help me with the recommendations ordered by highest savings and give me the top 3,” or “can you generate a terraform to apply the recommendations.” The agent interprets intent, retrieves real-time data, and executes actions through backend APIs, allowing users to manage storage without leaving Cursor.
2. Intelligent Recommendations
The agent provides context-aware recommendations to help optimize storage usage, improve performance, and reduce costs. These insights are tailored to the user's environment and can be prioritized based on impact, such as identifying opportunities that deliver the highest savings first.
3. Full Resource Management
Within Cursor, developers can explore and manage their entire storage environment, including projects, storage pools, and volumes. The agent supports lifecycle operations such as creating, updating, and deleting resources, while also enabling monitoring and analysis directly within the workflow.
4. Infrastructure-as-Code (IaC) Automation
The agent can generate Terraform configurations based on user intent, enabling faster and more standardized infrastructure provisioning. Developers can move from identifying optimization opportunities to generating deployable configurations in seconds, reducing manual effort and minimizing errors.
5. One-Click Operations
Common operational tasks can be executed directly through the agent with minimal effort. This includes generating mount scripts, applying recommended changes, and triggering optimizations, helping teams streamline repetitive workflows.
6. Real-Time Analysis & Insights
Developers can access real-time visibility into performance metrics, usage patterns, and cost optimization opportunities. The agent surfaces actionable insights in context, enabling faster, data-driven decision-making without requiring separate monitoring tools.
Developer Experience: Built for Flow
One of the biggest advantages of the extension is zero context switching.
Everything—from discovery to deployment—happens inside Cursor:
- Explore resources through a built-in UI tree
- Use natural language to execute actions
- Generate code and scripts instantly
This dramatically improves productivity, with teams reporting reduced workflow interruptions and faster turnaround times.
How It Works
The experience is powered by a combination of components working together:
- Cursor interface for exploring resources
- Agent-driven interaction using natural language
- Backend APIs and tools to retrieve data and execute actions
- Google Cloud services managing storage resources
A typical flow starts with a developer prompt, which is interpreted by the agent, executed through APIs, and returned as actionable results within Cursor.
Enhanced Onboarding with One-Click Login
Recent updates introduce a simplified authentication flow, offering:
- One-click login experience
- Centralized OAuth credential management
- Improved security and scalability
This significantly reduces onboarding friction and support overhead.
Availability on Open VSX
The extension is also available on Open VSX, a vendor-neutral marketplace for Cursor extensions.
Why this matters:
- Supports open ecosystems (e.g., Eclipse Theia, Gitpod)
- Enables enterprise self-hosted extension registries
Real-World Impact
Organizations using the GCNV Cursor Extension are seeing:
- Faster application delivery
- Reduced manual storage operations
- Improved collaboration across Dev and Ops
- Better cost and performance optimization
In many cases, developers can save hours per day by avoiding manual workflows and leveraging AI automation.
Getting Started
To start using the extension:
- Install it from Open VSX or Cursor Marketplace
- Authenticate with your Google Cloud account
- Open the GCNV Explorer in Cursor
- Start interacting with the agent using natural language
