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How to integrate Cloro MCP with ChatGPT Work

Connect ChatGPT Work to Cloro MCP. Extract google results for competitor pricing, monitor ai answers about our brand, and more using natural language, with authentication handled for you.

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Cloro is an API for structured Google Search and AI assistant data. Use it to extract clean, reliable search insights without scraping infrastructure.

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How to integrate Cloro MCP with ChatGPT Work

ChatGPT Work is an agent inside ChatGPT built for your most ambitious work. It takes action across your apps and files, stays with a project for hours, and turns a goal into finished materials like sheets, slides, and docs - not just answers.

In this guide, I will explain the easiest and most secure way to connect your Cloro account to ChatGPT Work via Composio Connect, so it can extract google results for competitor pricing, monitor ai answers about our brand, compare search snippets across target keywords through natural language commands without ever putting your account credentials at risk.

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Why use Composio over default connectors?

  • Apps with read and write access. Default connectors mostly can read your data. Composio's Cloro integration lets ChatGPT Work take actions like creating drafts, sending updates, labeling records, and more.
  • 1,000+ SaaS toolkits out of the box. Composio gives you instant access to a vast catalog of pre-built connectors, from Gmail and Slack to Notion, Linear, and Salesforce.
  • One MCP server for every app. Connect any of your applications on demand through a single endpoint, rather than juggling a separate server for each app.
  • Smart, context-aware tool loading. Unlike traditional MCP servers that dump every available tool into the LLM context window, Composio searches for and loads only the tools relevant to the task at hand.
  • Cross-app automation. Chain actions across multiple apps in a single run - fetch a thread, summarize it in Notion, and post highlights to Slack without leaving the conversation.

Prerequisites

  • A ChatGPT account with access to ChatGPT Work (rolling out across Pro, Enterprise, Edu, Plus, and Business plans). We will use the ChatGPT desktop app, which is available on every plan.
  • Access to the Cloro workspace you want to connect.
  • Composio MCP.

Note: Composio connects through OAuth. You will be asked to sign in and approve specific permissions. Review the permission screen carefully if you are using a work account.

Step-by-step: Connect Cloro to ChatGPT Work

1. Open the MCP settings

In ChatGPT Work, go to Settings and open the Plugins section. Inside the Plugins page, click the MCP tab.

ChatGPT Work settings showing the Plugins page with the MCP tab selected

2. Add the server

Click Add server. In the Name field enter Composio, for Type select Streamable HTTP, and in the URL field paste the Composio MCP server URL:

bash
https://connect.composio.dev/mcp
ChatGPT Work Add server dialog with the name Composio, type Streamable HTTP, and the Composio MCP URL

Then click Save. The Composio server now appears in your MCP plugins list.

ChatGPT Work Plugins page showing the Composio MCP server added to the list

3. Authenticate

Click Authenticate, log in via Composio, and click Allow access to authorize ChatGPT Work to use your Composio account.

Composio login and Allow access screen for ChatGPT Work MCP setup

4. Start using Composio

That is it - Composio tools are now available in ChatGPT Work. Ask it to work with your Cloro account and it will run the actions you authorize.

What you can do after connecting Cloro

  • Extract Google results for competitor pricing
  • Monitor AI answers about our brand
  • Compare search snippets across target keywords

Security + privacy notes (important)

  • Use least-privilege access: Only grant permissions you actually need.
  • Review OAuth permissions before approving: Make sure requested scopes match what you expect Composio and ChatGPT Work to do.
  • Keep write actions human-reviewed: For actions like sending messages, creating labels, or editing drafts, keep manual confirmation enabled.
  • Be careful with sensitive data: Avoid using this setup with highly sensitive information unless allowed by your personal, company, or client policies.
TOOLS

Supported Tools

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

Extract AI Answer

Synchronously extract a Gemini or Perplexity answer for a prompt and country.

Extract Google AI Mode Answer

Extract a structured Google AI Mode answer with sources and optional rich modules for a prompt and country.

Get Async Queue Status

Read organization-wide queued and processing counts, priority distribution, and current async concurrency without modifying the queue.

Get Async Task

Get a queued Cloro task by ID, or wait with bounded polling until it reaches COMPLETED or FAILED.

Get Credits

Read the organization's current completed-charge credit balance and billing cycle.

List Supported Countries

Return Cloro's current supported country codes, optionally filtered by provider model.

List US States

Return the US state and DC codes accepted for state-level targeting.

Search Google

Extract structured Google web or Google News results for a query and country.

Submit Async Task

Queue one non-cancelable Cloro monitor task and return its task ID and estimated credit charge without waiting.

Submit Async Task Batch

Queue 1-500 independently validated, non-cancelable Cloro monitor tasks.

FRAMEWORKS

How to build Cloro MCP Agent with another framework

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FAQ

Frequently asked questions

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

Yes, you can. ChatGPT Work 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 Cloro tools.

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

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