How to integrate Gemini MCP with Antigravity

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How to integrate Gemini 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 Gemini account to Antigravity IDE via Composio Connect, so it can summarize this research article in 100 words, generate a creative image of a futuristic city, create a 30-second video based on this script, and more without ever putting your account credentials at risk.

Also integrate Gemini 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 Gemini 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 Gemini account

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

For example, ask it to:

  • "Summarize this research article in 100 words"
  • "Generate a creative image of a futuristic city"
  • "Create a 30-second video based on this script"

It will prompt you to authenticate and authorize access to Gemini.

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

Supported Tools & Triggers

Tools
Count Tokens (Gemini)Counts the number of tokens in text using Gemini tokenization.
Embed Content (Gemini)Generates text embeddings using Gemini embedding models.
Generate Content (Gemini)Generates text content or speech audio from prompts using Gemini models.
Generate Image (Nano Banana)Generates images from text prompts using Gemini models (Nano Banana).
Generate Videos (Veo)Generates videos from text prompts using Google's Veo models.
List Models (Gemini API)Lists available Gemini and Veo models with their capabilities and limits.
Wait and Download Video (Veo)Polls a Veo video generation operation until completion, then downloads and returns the video as a FileDownloadable.

Conclusion

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

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FAQ

What are the differences in Tool Router MCP and Gemini MCP?

With a standalone Gemini MCP server, the agents and LLMs can only access a fixed set of Gemini tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Gemini 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 Gemini tools.

Can I manage the permissions and scopes for Gemini while using Tool Router?

Yes, absolutely. You can configure which Gemini 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 Gemini data and credentials are handled as safely as possible.

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