How to integrate Google cloud vision MCP with Antigravity

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How to integrate Google cloud vision MCP with Antigravity

Antigravity IDE is Google's agentic IDE, built on a VS Code-style editor and powered by models like Gemini 3.5 Flash, Gemini 3.1 Pro, Opus 4.6, and more. It treats the AI agent as a first-class teammate, planning, coding, and validating work through an Agent Manager dashboard with deep browser connectivity.

In this guide, I will explain the easiest and most secure way to connect your Google cloud vision account to Antigravity IDE via Composio Connect, so it can bulk import product images from GCS CSV, list all Vision AI service locations, create a new product for image recognition, and more without ever putting your account credentials at risk.

Also integrate Google cloud vision with

Why use Composio?

Composio provides:

  • Access to 1,000+ managed apps from a single MCP endpoint. This makes it convenient for agents to run cross-app workflows.
  • Programmatic tool calling. Allows LLMs to write code in a remote workbench to handle complex tool chaining. Reduces to-and-fro with LLMs for frequent tool calling.
  • Large tool response handling outside the LLM context. This minimizes context bloat from large tool responses.
  • Dynamic just-in-time access to thousands of tools across hundreds of apps. Composio loads the tools your agent needs, so LLMs are not overwhelmed by tools they do not need.

Connect Google cloud vision to Antigravity

Antigravity does not ship with one-click custom MCP install links yet, so configuration goes through the IDE's raw config file. The process takes under a minute.

1. Open the MCP Config

Go to Antigravity Settings, open the Customizations tab, then click Open MCP Config to open mcp_config.json in the editor.

Antigravity Customizations settings with Open MCP Config button

2. Get your API key

Go to the Composio Dashboard and copy your API key.

Composio Dashboard showing where to get the API key

3. Add Composio to mcp_config.json

Paste the following configuration into the file:

bash
{
  "mcpServers": {
    "remote-composio": {
      "serverUrl": "https://connect.composio.dev/mcp",
      "headers": {
        "x-consumer-api-key": "your-composio-api-key"
      }
    }
  }
}

Note: Antigravity uses serverUrl, not url, for remote HTTP-based MCP servers. This differs from the url key used in Cursor and VS Code configs.

Save the file and click refresh in the Installed MCP Servers section.

Antigravity showing Composio tools after MCP setup

Connect your Google cloud vision account

Back in the Antigravity agent panel, ask the agent to connect to Google cloud vision or give it any Google cloud vision-related task.

For example, ask it to:

  • "Bulk import product images from GCS CSV"
  • "List all Vision AI service locations"
  • "Create a new product for image recognition"

It will prompt you to authenticate and authorize access to Google cloud vision.

That is it. Composio tools are now available in Antigravity, and your Google cloud vision account is ready to use.

Supported Tools & Triggers

Tools
Annotate Files with Vision APITool to perform image detection and annotation for batch files in Google Cloud Vision.
Async Batch Annotate FilesTool to run asynchronous image detection and annotation for a list of generic files (PDF, TIFF, GIF).
Annotate ImagesRun image detection and annotation for a batch of images using Google Cloud Vision API.
Annotate Images Async BatchTool to run asynchronous image detection and annotation for a batch of images.
Annotate Location ImagesTool to run image detection and annotation for a batch of images scoped to a specific project and location.
Create Vision ProductCreates a new Product resource in Google Cloud Vision Product Search.
Create Product SetCreates a new ProductSet resource in Google Cloud Vision Product Search.
Create ReferenceImageTool to create a ReferenceImage under a product.
Delete ProductPermanently deletes a Product and its associated reference images from Google Cloud Vision API.
Get ProductTool to get information associated with a Product.
Get Product SetTool to get a ProductSet.
Import Product SetsAsynchronously imports product sets and reference images from a CSV file stored in Google Cloud Storage.
List Vision AI IndexEndpointsLists IndexEndpoints in Vertex AI Vision for a given project and location.
List LocationsTool to list available Vision AI service locations for a project.
List Vision API OperationsTool to list operations that match the specified filter.
Purge ProductsTool to asynchronously delete products in a ProductSet or orphan products.
Update ProductTool to update a Product's mutable fields: displayName, description, and productLabels.
Update Product SetTool to update a ProductSet resource.
Add Product to ProductSetAdd a Product to a ProductSet in Google Cloud Vision Product Search.
Cancel Vision OperationStarts asynchronous cancellation of a long-running Vision API operation.
Delete Vision API OperationTool to delete a long-running Vision API operation.
Delete Product SetTool to permanently delete a ProductSet.
Delete Reference ImagePermanently removes a reference image from a product in Google Cloud Vision Product Search.
Get Vision API OperationRetrieves the latest state of a long-running Vision API operation.
Get Reference ImageTool to get information associated with a ReferenceImage.
List Products in ProductSetTool to list Products in a specified ProductSet.
List ProjectsList Google Cloud projects accessible to the authenticated user via Cloud Resource Manager API.
List Reference ImagesTool to list reference images for a product.
Remove Product from ProductSetRemoves a Product from a specified ProductSet in Google Cloud Vision API.

Conclusion

You have successfully connected Google cloud vision to Antigravity using Composio Connect. Your agent can now use Google cloud vision securely without exposing credentials in prompts or local scripts.

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FAQ

What are the differences in Tool Router MCP and Google cloud vision MCP?

With a standalone Google cloud vision MCP server, the agents and LLMs can only access a fixed set of Google cloud vision tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Google cloud vision and many other apps based on the task at hand, all through a single MCP endpoint.

Can I use Tool Router MCP with Antigravity?

Yes, you can. Antigravity fully supports MCP integration. You get structured tool calling, message history handling, and model orchestration while Tool Router takes care of discovering and serving the right Google cloud vision tools.

Can I manage the permissions and scopes for Google cloud vision while using Tool Router?

Yes, absolutely. You can configure which Google cloud vision scopes and actions are allowed when connecting your account to Composio. You can also bring your own OAuth credentials or API configuration so you keep full control over what the agent can do.

How safe is my data with Composio Tool Router?

All sensitive data such as tokens, keys, and configuration is fully encrypted at rest and in transit. Composio is SOC 2 Type 2 compliant and follows strict security practices so your Google cloud vision data and credentials are handled as safely as possible.

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