How to integrate Specific MCP with ChatGPT

How to integrate Specific MCP with ChatGPT ChatGPT is one of the most popular AI tools today, with capabilities ranging from deep research and image generation to writing, coding, and everyday productivity. In this guide, I will explain the easiest and most secure way to connect your Specific account to ChatGPT via Composio Connect, so it can summarize unread updates from this morning, create draft replies to urgent messages, fetch contact details for recent senders, and more without ever putting your account credentials at risk.

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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.

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How to integrate Specific MCP with ChatGPT

ChatGPT is one of the most popular AI tools today, with capabilities ranging from deep research and image generation to writing, coding, and everyday productivity.

In this guide, I will explain the easiest and most secure way to connect your Specific account to ChatGPT via Composio Connect, so it can summarize unread updates from this morning, create draft replies to urgent messages, fetch contact details for recent senders, and more without ever putting your account credentials at risk.

Also integrate Specific with

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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 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 Plus subscription or higher (Business, Enterprise, Edu, or Pro). We will use ChatGPT Web.
  • 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

1. Enable Developer Mode

In ChatGPT, go to Settings > Apps > Advanced settings and turn on Developer Mode.

ChatGPT settings showing Developer Mode toggle

2. Add the MCP server

Click Create app, then paste the Composio MCP server URL:

bash
https://connect.composio.dev/mcp
ChatGPT create app flow with Composio MCP URL

3. Authorize in your browser

A browser window will open automatically. Sign in to authorize ChatGPT to access your Composio account.

Composio authorization screen for ChatGPT MCP setup

4. Start using Composio

Composio tools are now available in ChatGPT chats and Deep Research. In every new chat, click the + icon at the bottom, click More, and select Composio to enable tools for that conversation.

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 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.

FRAMEWORKS

How to build Specific MCP Agent with another framework

OpenAI Agents SDK logo

OpenAI Agents SDK

Use Specific MCP with OpenAI Agents SDK

Claude Agent SDK logo

Claude Agent SDK

Use Specific MCP with Claude Agent SDK

Claude Code logo

Claude Code

Use Specific MCP with Claude Code

Claude Cowork logo

Claude Cowork

Use Specific MCP with Claude Cowork

Codex logo

Codex

Use Specific MCP with Codex

Cursor logo

Cursor

Use Specific MCP with Cursor

OpenClaw logo

OpenClaw

Use Specific MCP with OpenClaw

Hermes logo

Hermes

Use Specific MCP with Hermes

CLI logo

CLI

Use Specific MCP with CLI

Google ADK logo

Google ADK

Use Specific MCP with Google ADK

LangChain logo

LangChain

Use Specific MCP with LangChain

Vercel AI SDK logo

Vercel AI SDK

Use Specific MCP with Vercel AI SDK

Mastra AI logo

Mastra AI

Use Specific MCP with Mastra AI

LlamaIndex logo

LlamaIndex

Use Specific MCP with LlamaIndex

CrewAI logo

CrewAI

Use Specific MCP with CrewAI

OpenCode logo

OpenCode

Use Specific MCP with OpenCode

VS Code logo

VS Code

Use Specific MCP with VS Code

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 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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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