How to integrate Specific MCP with ChatGPT Work

Connect ChatGPT Work to Specific MCP. Summarize top objections from last week’s calls, list sales calls needing follow-up actions, and more using natural language, with authentication handled for you.

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Specific is a sales call analytics platform that helps teams understand call performance. Unlock actionable insights to drive revenue and improve sales outcomes.

18 Tools

How to integrate Specific 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 Specific account to ChatGPT Work via Composio Connect, so it can summarize top objections from last week’s calls, list sales calls needing follow-up actions, generate call analytics report for your team 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 Specific 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 Specific 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 Specific 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 Specific account and it will run the actions you authorize.

What you can do after connecting Specific

  • Summarize top objections from last week’s calls
  • List sales calls needing follow-up actions
  • Generate call analytics report for your team

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 Specific action and event your agent gets out of the box.

Create Company

Tool to create a new company record in the Specific platform.

Create Conversation

Tool to create a new conversation (survey response) in the Specific platform.

Create or Update Company

Tool to upsert a company record in the Specific platform (create if not exists, update if exists).

Create Or Update User

Tool to upsert a user record in the Specific platform (creates if not exists, updates if exists).

Create User

Tool to create a new user (contact) record in the Specific platform.

Delete Company

Tool to delete a company record from the Specific platform.

Delete Company Attributes

Tool to delete specific custom field attributes from a company record.

Delete User

Tool to remove a user record from the Specific platform.

Delete User Attributes

Tool to delete specific custom field attributes from a user record in the Specific platform.

Get My Workspace

Tool to get current workspace information for the authenticated user.

List Companies

Tool to query company records from the Specific platform via GraphQL.

List Conversations

Tool to query conversation records (survey responses) from the Specific platform via GraphQL.

List Custom Fields

Tool to query custom field definitions in the Specific platform.

List Sources

Tool to retrieve all data sources from the Specific platform.

List Surveys

Tool to retrieve multiple survey records from the Specific platform via GraphQL.

List Users

Tool to query user accounts from the Specific platform via GraphQL.

Update Company

Tool to update an existing company record in the Specific platform.

Update User

Tool to modify an existing user record in the Specific platform via GraphQL mutation.

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Grok Build

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VS Code

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OpenCode

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OpenClaw

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Hermes

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Google ADK

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FAQ

Frequently asked questions

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

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

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