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How to integrate Google cloud vision MCP with OpenClaw

Connect OpenClaw to Google cloud vision MCP. Bulk import product images from gcs csv, list all vision ai service locations, and more using natural language, with authentication handled for you.

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Google cloud vision

Api Key

Google Cloud Vision API adds advanced image analysis—like labeling, OCR, and detection—to apps. It helps you extract structured data and insights from images at scale.

29 Tools

Managed auth

Connect Google cloud vision without auth hassles

We manage OAuth, API keys, token refresh, and scopes — you just build.

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Explore the MCP Gateway

Introduction

OpenClaw is the fastest growing agent harness out there, which can work 24/7 to automate almost any kind of tasks. However, its capabilities are limited to the tools it has access to. Composio allows your OpenClaw to access Google cloud vision with authentication management handled for you. You can execute actions on Google cloud vision via your favorite OpenClaw interface (Telegram, WhatsApp, TUI, etc), whichever you prefer.

For exact tool slugs and parameter tables, see the tool catalog in the Composio docs.

Also integrate Google cloud vision with

Why use Composio?

Apart from a managed and hosted MCP server, you will get:

Programmatic tool calling allows LLMs to write its code in a remote workbench to handle complex tool chaining. Reduces to-and-fro with LLMs for frequent tool calling.
Handling Large tool responses out of LLM context to minimize context rot.
Dynamic just-in-time access to 20,000 tools across 1700+ other Apps for cross-app workflows. It loads the tools you need, so LLMs aren't overwhelmed by tools you don't need.

How to install Google cloud vision with OpenClaw

Using Composio API Key and Setup Prompt

Go to dashboard.composio.dev
Copy the setup prompt

Copy the setup prompt from the OpenClaw dashboard

Run it in your OpenClaw chat interface.
Authenticate Google cloud vision from the dashboard
Go back to your OpenClaw interface and start asking questions.

Using OpenClaw/Composio Plugin

1. Install OpenClaw Composio plugin

bash

openclaw plugins install @composio/openclaw-plugin

2. Copy the API Key from dashboard.composio.dev

3. Setup OpenClaw Config

bash

openclaw config set plugins.entries.composio.config.consumerKey "ck_your_key_here"

4. Restart OpenClaw

bash

openclaw gateway restart

5. Go to your chat interface and start asking questions.

6. When prompted, authenticate the app and you're all set.

How It Works

The plugin connects to Composio's MCP server at https://connect.composio.dev/mcp and registers all available tools directly into the OpenClaw agent. Tools are called by name — no extra search or execute steps needed.

If a tool returns an auth error, the agent will prompt you to connect that toolkit at dashboard.composio.dev.

Configuration

bash

{
  "plugins": {
    "entries": {
      "composio": {
        "enabled": true,
        "config": {
          "consumerKey": "ck_your_key_here"
        }
      }
    }
  }
}

Option	Description	Default
`enabled`	Enable or disable the plugin	`true`
`consumerKey`	Your Composio consumer key (`ck_...`)	—
`mcpUrl`	MCP server URL (advanced)	`https://connect.composio.dev/mcp`

What is the Google cloud vision MCP server, and what's possible with it?

The Google cloud vision MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Google Cloud Vision account. It provides structured and secure access to your image analysis resources, so your agent can perform actions like registering products, managing reference images, listing endpoints, and automating large-scale image operations on your behalf.

Product and reference image management: Easily create new products and add reference images for visual search, enabling your agent to organize and expand your vision datasets effortlessly.
Bulk import and product set operations: Let your agent import large numbers of reference images into product sets from Cloud Storage CSV files, streamlining dataset curation at scale.
Automated product cleanup and deletion: Direct your agent to purge unused or orphan products from your project, keeping your cloud resources tidy without manual effort.
Location and endpoint discovery: Quickly list available Vision AI service locations and existing IndexEndpoints, making it easy for your agent to select optimal regions and manage deployment targets.
Vision API operation tracking: Retrieve and review ongoing or past Vision API operations, so your agent can monitor processing jobs and ensure workflow transparency.

Conclusion

You've successfully integrated Google cloud vision with OpenClaw using Composio plugin. Now interact with Google cloud vision directly from your terminal, Web UI, or any messenger app using natural language commands.

Key benefits of this setup:

Seamless integration across TUI, Web UIs, and Messenger apps like Telegram, WhatsApp, Slack, etc.
Natural language commands for Google cloud vision operations
Managed authentication through Composio
Access to 20,000+ tools across 1700+ apps for cross-app workflows
Programmatic tool calling for complex tool chaining

Next steps:

Try asking OpenClaw to perform various Google cloud vision operations
Explore cross-app workflows by connecting more toolkits like Calendar, Slack, Notion, etc.
Build complex automation scripts that leverage OpenClaw's 24/7 running capabilities

TOOLS

Supported Tools

Every Google cloud vision action and event your agent gets out of the box.

Annotate Files with Vision API

Tool to perform image detection and annotation for batch files in Google Cloud Vision.

Async Batch Annotate Files

Tool to run asynchronous image detection and annotation for a list of generic files (PDF, TIFF, GIF).

Annotate Images

Run image detection and annotation for a batch of images using Google Cloud Vision API.

Annotate Images Async Batch

Tool to run asynchronous image detection and annotation for a batch of images.

Annotate Location Images

Annotate a batch of images for a specific project and location using Google Cloud Vision.

Create Vision Product

Creates a new Product resource in Google Cloud Vision Product Search.

Create Product Set

Creates a new ProductSet resource in Google Cloud Vision Product Search.

Create ReferenceImage

Tool to create a ReferenceImage under a product.

Delete Product

Deletes a product and its associated reference images from Google Cloud Vision Product Search using the product resource name.

Get Product

Tool to get information associated with a Product.

Get Product Set

Retrieves Cloud Vision ProductSet metadata by its full resource name, including its display name and indexing information.

Import Product Sets

Asynchronously imports product sets and reference images from a CSV file stored in Google Cloud Storage.

List Vision AI IndexEndpoints

Lists Vision AI IndexEndpoints in a specified project and location, helping discover endpoints for visual search and retrieval.

List Locations

Lists a fixed set of four Cloud Vision Product Search locations under a supplied project name, for use when choosing a region.

List Vision API Operations

List a page of Vision API operations under a project and location, optionally filtered.

Purge Products

Tool to asynchronously delete products in a ProductSet or orphan products.

Update Product

Tool to update a Product's mutable fields: displayName, description, and productLabels.

Update Product Set

Updates the display name of an existing Google Cloud Vision ProductSet identified by its resource name.

Add Product to ProductSet

Add a Product to a ProductSet in Google Cloud Vision Product Search.

Cancel Vision Operation

Starts asynchronous cancellation of a long-running Vision API operation.

Delete Vision API Operation

Deletes a long-running Google Cloud Vision API operation by resource name.

Delete Product Set

Deletes a Google Cloud Vision ProductSet by resource name.

Delete Reference Image

Permanently removes a reference image from a product in Google Cloud Vision Product Search.

Get Vision API Operation

Retrieves the latest state of a long-running Vision API operation by its resource name.

Get Reference Image

Tool to get information associated with a ReferenceImage.

List Products in ProductSet

Lists products associated with a specified ProductSet, with optional pagination.

List Projects

List Google Cloud projects accessible to the authenticated user through Cloud Resource Manager, with filtering and pagination.

List Reference Images

Tool to list reference images for a product.

Remove Product from ProductSet

Removes a Product from a specified ProductSet in Google Cloud Vision API.

FRAMEWORKS

How to build Google cloud vision MCP Agent with another framework

Claude Code

Use Google cloud vision MCP with Claude Code

Cursor

Use Google cloud vision MCP with Cursor

ChatGPT

Use Google cloud vision MCP with ChatGPT

Claude Cowork

Use Google cloud vision MCP with Claude Cowork

Antigravity

Use Google cloud vision MCP with Antigravity

OpenAI Agents SDK

Use Google cloud vision MCP with OpenAI Agents SDK

Claude Agent SDK

Use Google cloud vision MCP with Claude Agent SDK

Codex

Use Google cloud vision MCP with Codex

Kimi Code

Use Google cloud vision MCP with Kimi Code

Grok Build

Use Google cloud vision MCP with Grok Build

VS Code

Use Google cloud vision MCP with VS Code

OpenCode

Use Google cloud vision MCP with OpenCode

Hermes

Use Google cloud vision MCP with Hermes

Atomic Agent

Use Google cloud vision MCP with Atomic Agent

CLI

Use Google cloud vision MCP with CLI

Google ADK

Use Google cloud vision MCP with Google ADK

LangChain

Use Google cloud vision MCP with LangChain

Vercel AI SDK

Use Google cloud vision MCP with Vercel AI SDK

Mastra AI

Use Google cloud vision MCP with Mastra AI

LlamaIndex

Use Google cloud vision MCP with LlamaIndex

CrewAI

Use Google cloud vision MCP with CrewAI

Pydantic AI

Use Google cloud vision MCP with Pydantic AI

AutoGen

Use Google cloud vision MCP with AutoGen

MORE TOOLKITS

Explore Other Toolkits

Toolkit marketplace

Composio

No Auth

Composio is an integration platform that connects AI agents with hundreds of business tools. It streamlines authentication and lets you trigger actions across services—no custom code needed.

Composio search

No Auth

Composio search is a unified web search toolkit spanning travel, e-commerce, news, financial markets, images, and more. It lets you and your apps tap into up-to-date web data from a single, easy-to-integrate service.

Perplexityai

Api Key

Perplexityai delivers natural, conversational AI models for generating human-like text. Instantly get context-aware, high-quality responses for chat, search, or complex workflows.

Browser tool

No Auth

Browser tool is a virtual browser integration that lets AI agents interact with the web programmatically. It enables automated browsing, scraping, and action-taking from any AI workflow.

FAQ

Frequently asked questions

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.

Yes, you can. OpenClaw 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.

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.

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.

Start with Google cloud vision.It takes 30 seconds.

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

Start building

How to integrate Google cloud vision MCP with OpenClaw

Connect Google cloud vision without auth hassles

Introduction

Also integrate Google cloud vision with

Why use Composio?

How to install Google cloud vision with OpenClaw

Using Composio API Key and Setup Prompt

Using OpenClaw/Composio Plugin

How It Works

Configuration

What is the Google cloud vision MCP server, and what's possible with it?

Conclusion

Supported Tools

How to build Google cloud vision MCP Agent with another framework

Claude Code

Cursor

ChatGPT

Claude Cowork

Antigravity

OpenAI Agents SDK

Claude Agent SDK

Codex

Kimi Code

Grok Build

VS Code

OpenCode

Hermes

Atomic Agent

CLI

Google ADK

LangChain

Vercel AI SDK

Mastra AI

LlamaIndex

CrewAI

Pydantic AI

AutoGen

Explore Other Toolkits

Composio

Composio search

Perplexityai

Browser tool

Frequently asked questions

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

Can I use Tool Router MCP with OpenClaw?

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

How safe is my data with Composio Tool Router?

Start with Google cloud vision.It takes 30 seconds.