# How to integrate Google cloud vision MCP with OpenCode

```json
{
  "title": "How to integrate Google cloud vision MCP with OpenCode",
  "toolkit": "Google cloud vision",
  "toolkit_slug": "google_cloud_vision",
  "framework": "OpenCode",
  "framework_slug": "opencode",
  "url": "https://composio.dev/toolkits/google_cloud_vision/framework/opencode",
  "markdown_url": "https://composio.dev/toolkits/google_cloud_vision/framework/opencode.md",
  "updated_at": "2026-05-06T08:14:02.751Z"
}
```

## Introduction

### How to integrate Google cloud vision MCP with OpenCode
This guide explains how to connect Google cloud vision MCP to OpenCode using Composio Connect, which simplifies OAuth, API changes, and reliability concerns.
There are two ways to set this up:
- Via [Composio Connect MCP](https://dashboard.composio.dev/)
- Via the [Composio CLI](https://dashboard.composio.dev/)

## Also integrate Google cloud vision with

- [ChatGPT](https://composio.dev/toolkits/google_cloud_vision/framework/chatgpt)
- [OpenAI Agents SDK](https://composio.dev/toolkits/google_cloud_vision/framework/open-ai-agents-sdk)
- [Claude Agent SDK](https://composio.dev/toolkits/google_cloud_vision/framework/claude-agents-sdk)
- [Claude Code](https://composio.dev/toolkits/google_cloud_vision/framework/claude-code)
- [Claude Cowork](https://composio.dev/toolkits/google_cloud_vision/framework/claude-cowork)
- [Codex](https://composio.dev/toolkits/google_cloud_vision/framework/codex)
- [Cursor](https://composio.dev/toolkits/google_cloud_vision/framework/cursor)
- [VS Code](https://composio.dev/toolkits/google_cloud_vision/framework/vscode)
- [OpenClaw](https://composio.dev/toolkits/google_cloud_vision/framework/openclaw)
- [Hermes](https://composio.dev/toolkits/google_cloud_vision/framework/hermes-agent)
- [CLI](https://composio.dev/toolkits/google_cloud_vision/framework/cli)
- [Google ADK](https://composio.dev/toolkits/google_cloud_vision/framework/google-adk)
- [LangChain](https://composio.dev/toolkits/google_cloud_vision/framework/langchain)
- [Vercel AI SDK](https://composio.dev/toolkits/google_cloud_vision/framework/ai-sdk)
- [Mastra AI](https://composio.dev/toolkits/google_cloud_vision/framework/mastra-ai)
- [LlamaIndex](https://composio.dev/toolkits/google_cloud_vision/framework/llama-index)
- [CrewAI](https://composio.dev/toolkits/google_cloud_vision/framework/crew-ai)

## TL;DR

### Why use Composio?
Composio provides a single MCP server or CLI tool that exposes a set of meta-tools, allowing you to:
- Connect to 1,000+ apps with on-demand tool loading, so you do not fill your LLM context window with unnecessary tool definitions.
- Use programmatic tool calling through a remote Bash tool, letting LLMs write their own code to handle complex tool chaining. This reduces back-and-forth for frequent tool calls.
- Handle large tool responses outside the LLM context to keep conversations lean.

## Connect Google cloud vision to OpenCode

### Connect Google cloud vision with OpenCode
### Option 1: Using Composio CLI
### 1. Install Composio CLI
Install the Composio CLI, authenticate, and initialize your project:

```bash
# Install the Composio CLI
curl -fsSL https://composio.dev/install | bash

# Authenticate with Composio
composio login
```

## 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.

## Supported Tools

| Tool slug | Name | Description |
|---|---|---|
| `GOOGLE_CLOUD_VISION_CREATE_PRODUCT` | Create Vision Product | Tool to create and return a new Product resource. Use when you need to register a product in a specific project/location after preparing product details. |
| `GOOGLE_CLOUD_VISION_CREATE_REFERENCE_IMAGE` | Create ReferenceImage | Tool to create a ReferenceImage under a product. Use when adding a new image to a product for detection. |
| `GOOGLE_CLOUD_VISION_DELETE_PRODUCT` | Delete Product | Tool to permanently delete a Product and its reference images. Use after confirming the product's resource name. |
| `GOOGLE_CLOUD_VISION_GET_PRODUCT` | Get Product | Tool to get information associated with a Product. Use when you have the product resource name and need its details. |
| `GOOGLE_CLOUD_VISION_GET_PRODUCT_SET` | Get Product Set | Tool to get a ProductSet. Use when you need metadata details of an existing ProductSet by its full resource name. Use after obtaining the resource name. |
| `GOOGLE_CLOUD_VISION_IMPORT_PRODUCT_SETS` | Import Product Sets | Tool to asynchronously import reference images into ProductSets from a CSV in GCS. Use when you need to bulk import images into product sets via a Cloud Storage CSV. |
| `GOOGLE_CLOUD_VISION_LIST_INDEX_ENDPOINTS` | List IndexEndpoints | Tool to list IndexEndpoints in a project and location. Use when you need to retrieve existing IndexEndpoints and handle pagination. |
| `GOOGLE_CLOUD_VISION_LIST_LOCATIONS` | List Locations | Tool to list available Vision AI service locations for a project. Use when you need to discover supported regions before making region-specific API calls. |
| `GOOGLE_CLOUD_VISION_LIST_OPERATIONS` | List Vision API Operations | Tool to list operations that match the specified filter. Use when you need to retrieve all operations under a specific project and location. |
| `GOOGLE_CLOUD_VISION_PURGE_PRODUCTS` | Purge Products | Tool to asynchronously delete products in a ProductSet or orphan products. Use when you need to clean up products at scale; ensure `force` is true to execute. |
| `GOOGLE_CLOUD_VISION_UPDATE_PRODUCT` | Update Product | Tool to update a Product's mutable fields: displayName, description, and productLabels. Use after confirming the product resource name. |
| `GOOGLE_CLOUD_VISION_UPDATE_PRODUCT_SET` | Update Product Set | Tool to update a ProductSet resource. Use when you need to modify the displayName of an existing ProductSet. |
| `GOOGLE_CLOUD_VISION_VISION_ADD_PRODUCT_TO_PRODUCT_SET` | Add Product to ProductSet | Tool to add a Product to a specified ProductSet. Use after creating both resources in the same project/location to link a product to its set. |
| `GOOGLE_CLOUD_VISION_VISION_CANCEL_OPERATION` | Cancel Vision Operation | Tool to cancel a long-running Vision API operation. Use when you need to abort a pending or in-progress operation. |
| `GOOGLE_CLOUD_VISION_VISION_DELETE_OPERATION` | Delete Vision API Operation | Tool to delete a long-running Vision API operation. Use after confirming the operation name. |
| `GOOGLE_CLOUD_VISION_VISION_DELETE_PRODUCT_SET` | Delete Product Set | Tool to permanently delete a ProductSet. Use after confirming the ProductSet's resource name. |
| `GOOGLE_CLOUD_VISION_VISION_DELETE_REFERENCE_IMAGE` | Delete Reference Image | Tool to permanently delete a reference image. Use when you have confirmed the reference image's resource name. |
| `GOOGLE_CLOUD_VISION_VISION_GET_OPERATION` | Get Vision API Operation | Tool to get the latest state of a long-running operation. Use after starting an async Vision API operation to poll its status. |
| `GOOGLE_CLOUD_VISION_VISION_GET_REFERENCE_IMAGE` | Get Reference Image | Tool to get information associated with a ReferenceImage. Use when you have the full resource name and need its metadata. |
| `GOOGLE_CLOUD_VISION_VISION_LIST_PRODUCTS_IN_PRODUCT_SET` | List Products in ProductSet | Tool to list Products in a specified ProductSet. Use when you need to retrieve Products associated with a ProductSet after confirming it exists, with optional pagination. |
| `GOOGLE_CLOUD_VISION_VISION_LIST_PROJECTS` | List Projects | Tool to list Google Cloud projects accessible by the authenticated user. Use when you need to enumerate available project IDs and resource names before performing further operations. |
| `GOOGLE_CLOUD_VISION_VISION_LIST_REFERENCE_IMAGES` | List Reference Images | Tool to list reference images for a product. Use when you need to retrieve stored reference images under a specified product resource name, with optional pagination. |
| `GOOGLE_CLOUD_VISION_VISION_REMOVE_PRODUCT_FROM_PRODUCT_SET` | Remove Product from ProductSet | Tool to remove a Product from a specified ProductSet. Use after creating both resources in the same project/location to unlink a product from its set. |

## Supported Triggers

None listed.

## Creating MCP Server - Stand-alone vs Composio SDK

Once connected, OpenCode can access the Google cloud vision MCP server via Composio to run the app actions you authorize, directly from your coding workflow.

## Complete Code

None listed.

## Conclusion

### Way Forward
Now that Google cloud vision is connected, extend your setup by connecting the other apps you already use every day, so your agent can run true cross-app workflows end to end.
- Connect Calendar to turn threads into scheduled meetings automatically.
- Connect Slack or Teams to post summaries, approvals, and alerts where your team works.
- Connect Notion, Linear, Jira, or Asana to convert requests into tickets, tasks, and docs.
- Connect Drive, Dropbox, or OneDrive to fetch, file, and share attachments without manual steps.
Start with one workflow you do repeatedly, then keep adding apps as you find new handoffs. With everything behind a single MCP endpoint, your agent can coordinate multiple tools safely and reliably in one conversation.

## How to build Google cloud vision MCP Agent with another framework

- [ChatGPT](https://composio.dev/toolkits/google_cloud_vision/framework/chatgpt)
- [OpenAI Agents SDK](https://composio.dev/toolkits/google_cloud_vision/framework/open-ai-agents-sdk)
- [Claude Agent SDK](https://composio.dev/toolkits/google_cloud_vision/framework/claude-agents-sdk)
- [Claude Code](https://composio.dev/toolkits/google_cloud_vision/framework/claude-code)
- [Claude Cowork](https://composio.dev/toolkits/google_cloud_vision/framework/claude-cowork)
- [Codex](https://composio.dev/toolkits/google_cloud_vision/framework/codex)
- [Cursor](https://composio.dev/toolkits/google_cloud_vision/framework/cursor)
- [VS Code](https://composio.dev/toolkits/google_cloud_vision/framework/vscode)
- [OpenClaw](https://composio.dev/toolkits/google_cloud_vision/framework/openclaw)
- [Hermes](https://composio.dev/toolkits/google_cloud_vision/framework/hermes-agent)
- [CLI](https://composio.dev/toolkits/google_cloud_vision/framework/cli)
- [Google ADK](https://composio.dev/toolkits/google_cloud_vision/framework/google-adk)
- [LangChain](https://composio.dev/toolkits/google_cloud_vision/framework/langchain)
- [Vercel AI SDK](https://composio.dev/toolkits/google_cloud_vision/framework/ai-sdk)
- [Mastra AI](https://composio.dev/toolkits/google_cloud_vision/framework/mastra-ai)
- [LlamaIndex](https://composio.dev/toolkits/google_cloud_vision/framework/llama-index)
- [CrewAI](https://composio.dev/toolkits/google_cloud_vision/framework/crew-ai)

## Related Toolkits

- [Composio](https://composio.dev/toolkits/composio) - 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](https://composio.dev/toolkits/composio_search) - 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](https://composio.dev/toolkits/perplexityai) - 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](https://composio.dev/toolkits/browser_tool) - 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.
- [Ai ml api](https://composio.dev/toolkits/ai_ml_api) - Ai ml api is a suite of AI/ML models for natural language and image tasks. It provides fast, scalable access to advanced AI capabilities for your apps and workflows.
- [Aivoov](https://composio.dev/toolkits/aivoov) - Aivoov is an AI-powered text-to-speech platform offering 1,000+ voices in over 150 languages. Instantly turn written content into natural, human-like audio for any application.
- [All images ai](https://composio.dev/toolkits/all_images_ai) - All-Images.ai is an AI-powered image generation and management platform. It helps you create, search, and organize images effortlessly with advanced AI capabilities.
- [Anthropic administrator](https://composio.dev/toolkits/anthropic_administrator) - Anthropic administrator is an API for managing Anthropic organizational resources like members, workspaces, and API keys. It helps you automate admin tasks and streamline resource management across your Anthropic organization.
- [Api labz](https://composio.dev/toolkits/api_labz) - Api labz is a platform offering a suite of AI-driven APIs and workflow tools. It helps developers automate tasks and build smarter, more efficient applications.
- [Apipie ai](https://composio.dev/toolkits/apipie_ai) - Apipie ai is an AI model aggregator offering a single API for accessing top AI models from multiple providers. It helps developers build cost-efficient, latency-optimized AI solutions without juggling multiple integrations.
- [Astica ai](https://composio.dev/toolkits/astica_ai) - Astica ai provides APIs for computer vision, NLP, and voice synthesis. Integrate advanced AI features into your app with a single API key.
- [Bigml](https://composio.dev/toolkits/bigml) - BigML is a machine learning platform that lets you build, train, and deploy predictive models from your data. Its intuitive interface and robust API make machine learning accessible and efficient.
- [Botbaba](https://composio.dev/toolkits/botbaba) - Botbaba is a platform for building, managing, and deploying conversational AI chatbots across messaging channels. It streamlines chatbot automation, making it easier to integrate AI into customer interactions.
- [Botpress](https://composio.dev/toolkits/botpress) - Botpress is an open-source platform for building, deploying, and managing chatbots. It helps teams automate conversations and deliver rich, interactive messaging experiences.
- [Chatbotkit](https://composio.dev/toolkits/chatbotkit) - Chatbotkit is a platform for building and managing AI-powered chatbots using robust APIs and SDKs. It lets you easily add conversational AI to your apps for better user engagement.
- [Cody](https://composio.dev/toolkits/cody) - Cody is an AI assistant built for businesses, trained on your company's knowledge and data. It delivers instant answers and insights, tailored for your team.
- [Context7 MCP](https://composio.dev/toolkits/context7_mcp) - Context7 MCP delivers live, version-specific code docs and examples right from the source. It helps developers and AI agents instantly retrieve authoritative programming info—no more out-of-date docs.
- [Customgpt](https://composio.dev/toolkits/customgpt) - CustomGPT.ai lets you build and deploy chatbots tailored to your own data and business needs. Get precise and context-aware AI conversations without writing code.
- [Datarobot](https://composio.dev/toolkits/datarobot) - Datarobot is a machine learning platform that automates model development, deployment, and monitoring. It empowers organizations to quickly gain predictive insights from large datasets.
- [Deepgram](https://composio.dev/toolkits/deepgram) - Deepgram is an AI-powered speech recognition platform for accurate audio transcription and understanding. It enables fast, scalable speech-to-text with advanced audio intelligence features.

## Frequently Asked Questions

### 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 OpenCode?

Yes, you can. OpenCode 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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