How to integrate Gemini MCP with Antigravity

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.

Get started for freeGet a demo
Gemini logoGemini
No Auth

Gemini is Google's multimodal AI platform for generating text, video, and rich chat completions. It's a one-stop shop for advanced AI content creation and intelligent automation.

7 Tools

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

ChatGPTOpenAI Agents SDKClaude Agent SDKClaude CodeClaude CoworkCodexKimi CodeOpenCodeCursorVS CodeOpenClawHermesCLIGoogle ADKLangChainVercel AI SDKMastra AILlamaIndexCrewAI

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.

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.

TOOLS

Supported Tools

Every Gemini action and event your agent gets out of the box.

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.

FRAMEWORKS

How to build Gemini MCP Agent with another framework

ChatGPT logo

ChatGPT

Use Gemini MCP with ChatGPT

OpenAI Agents SDK logo

OpenAI Agents SDK

Use Gemini MCP with OpenAI Agents SDK

Claude Agent SDK logo

Claude Agent SDK

Use Gemini MCP with Claude Agent SDK

Claude Code logo

Claude Code

Use Gemini MCP with Claude Code

Claude Cowork logo

Claude Cowork

Use Gemini MCP with Claude Cowork

Codex logo

Codex

Use Gemini MCP with Codex

Kimi Code logo

Kimi Code

Use Gemini MCP with Kimi Code

Cursor logo

Cursor

Use Gemini MCP with Cursor

VS Code logo

VS Code

Use Gemini MCP with VS Code

OpenCode logo

OpenCode

Use Gemini MCP with OpenCode

OpenClaw logo

OpenClaw

Use Gemini MCP with OpenClaw

Hermes logo

Hermes

Use Gemini MCP with Hermes

CLI logo

CLI

Use Gemini MCP with CLI

Google ADK logo

Google ADK

Use Gemini MCP with Google ADK

LangChain logo

LangChain

Use Gemini MCP with LangChain

Vercel AI SDK logo

Vercel AI SDK

Use Gemini MCP with Vercel AI SDK

Mastra AI logo

Mastra AI

Use Gemini MCP with Mastra AI

LlamaIndex logo

LlamaIndex

Use Gemini MCP with LlamaIndex

CrewAI logo

CrewAI

Use Gemini MCP with CrewAI

FAQ

Frequently asked questions

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.

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.

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.

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.

Start with Gemini.It takes 30 seconds.

Managed auth, hosted MCP servers, and every Gemini tool your agent needs.Free to start.

Start building
Customer stories

Teams ship real agents on Composio

GET STARTED FOR FREEBOOK A DEMO
agent.aiZoomLettaGleanHubSpotAWSWabi

Karan skipped his own birthday party to fix our critical issue. It was 10pm and he diverted his Waymo to help us instead. This really sets the bar — it shows the commitment you need when users rely on your software.

Harsha Gaddipati
Harsha Gaddipati
Co-founder, Slashy

A lot of students tell us that the moment their connected tools start talking to each other inside Opennote feels almost magical. The agent just knows them, and it's immensely helped keep new users on the platform.

Abhi Arya
Abhi Arya
Co-founder, Opennote

We chose Composio over Pipedream because it delivered depth where it mattered — niche tools and tricky edge cases other platforms simply ignored. That gave us confidence to scale without compromising.

Nirman Dave
Nirman Dave
CEO, Zams

As a solo builder, shipping fast is life or death. The only way I can outcompete incumbents is by outmanoeuvring them. Getting bogged down managing agent auth would have been a death sentence.

Ryan Yu
Ryan Yu
Founder, Extra Thursday

Before Composio, adding tool integrations was slow and resource-intensive. Each one could take weeks of engineering time, and maintaining them meant constantly keeping up with API changes.

Tomisin Jenrola
Tomisin Jenrola
Founder & CEO, SwarmZero

With hands-on help from their founder, we integrated Gmail and Google Drive in just 30 minutes. This level of personal support and commitment is exactly what startups should strive for.

Jerome Leclanche
Jerome Leclanche
Co-Founder, Ingram Technologies