# How to connect Ngram MCP with ChatGPT

```json
{
  "title": "How to connect Ngram MCP with ChatGPT",
  "toolkit": "Ngram",
  "toolkit_slug": "ngram",
  "framework": "ChatGPT",
  "framework_slug": "chatgpt",
  "url": "https://composio.dev/toolkits/ngram/framework/chatgpt",
  "markdown_url": "https://composio.dev/toolkits/ngram/framework/chatgpt.md",
  "updated_at": "2026-09-30T05:33:24.066Z"
}
```

## Introduction

### How to connect Ngram MCP with ChatGPT
[ChatGPT](https://chatgpt.com/) can take action across your apps and files, stay with a project for hours, and turn 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 Ngram account to ChatGPT via Composio Connect, so it can create videos, generate images, start render jobs, monitor job status, and handle webhook events through natural language commands without ever putting your account credentials at risk.

## Also integrate Ngram with

- [Claude Cowork](https://composio.dev/toolkits/ngram/framework/claude-cowork)
- [Hermes](https://composio.dev/toolkits/ngram/framework/hermes-agent)
- [Atomic Agent](https://composio.dev/toolkits/ngram/framework/atomic-agent)

## TL;DR

### Why use Composio over default connectors?
- Apps with read and write access. Default connectors mostly can read your data. Composio's Ngram integration lets ChatGPT take actions like creating drafts, sending updates, labeling records, and more.
- 1,500+ 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.

## Connect Ngram to ChatGPT

### Prerequisites
- A ChatGPT account. We will use the [ChatGPT desktop app](https://openai.com/chatgpt/download/), and the steps are the same on the web.
- Access to the Ngram workspace you want to connect.
- [Composio plugin](https://dashboard.composio.dev/login?utm_source=toolkits&utm_medium=framework_template&utm_campaign=chatgpt&utm_content=composio_connect&next=%2F~%2Forg%2Fconnect%2Fclients%2Fchatgpt).
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 Ngram to ChatGPT
### 1. Install the Composio plugin
Click the button. ChatGPT opens the Composio plugin page. Click Install plugin.
[Install in ChatGPT](https://chatgpt.com/plugins/plugin_asdk_app_6a58503580c08191b78cc5bdaf4eba6e)
You can also find it inside ChatGPT: go to Settings, open Plugins, search the marketplace for Composio, and click Install plugin.
### 2. Authenticate
After you install, ChatGPT asks you to authenticate with Composio. Log in and click Allow access to authorize ChatGPT to use your Composio account.
### 3. Start using Composio
That is it. Composio tools are now available in ChatGPT. Type @Composio followed by your request, for example @Composio find unread Ngram messages and summarize them, and it will run the actions you authorize. On first use it asks you to authorize Ngram.
### Option 2: Add Composio as an MCP server
If you cannot use the plugin marketplace, add Composio as a custom MCP server instead.
### 1. Open the MCP settings
In ChatGPT, go to Settings and open the Plugins section. Inside the Plugins page, click the MCP tab.
### 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
```

## What is the Ngram MCP server, and what's possible with it?

The Ngram MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Ngram account. It provides structured and secure access so your agent can perform Ngram operations on your behalf.

## Supported Tools

| Tool slug | Name | Description |
|---|---|---|
| `NGRAM_CANCEL_VIDEO` | Cancel Video | Irreversibly request cancellation of an in-progress Ngram video render. Confirm the target video before calling. Ngram states that cancellation does not refund work already completed. |
| `NGRAM_CREATE_WEBHOOK_SUBSCRIPTION` | Create Webhook Subscription | Subscribe a public HTTPS endpoint to all account-wide Ngram video completion or failure events of one type. The response includes a signing secret that is shown only at creation and must be retained to verify webhook signatures. |
| `NGRAM_DELETE_WEBHOOK_SUBSCRIPTION` | Delete Webhook Subscription | Delete an Ngram webhook subscription by ID. The operation is idempotent: a missing subscription returns deleted=false rather than an error. |
| `NGRAM_GENERATE_IMAGE` | Generate Image | Spend Ngram credits to start one image generation job from a prompt, optionally using one to four public HTTPS reference images for transformation. Inspect NGRAM_GET_CREDITS and NGRAM_GET_RENDER_OPTIONS first, then deliberately set confirm_credit_spend=true and reuse the same idempotency_key for retries. Exact cost has not been live-verified. |
| `NGRAM_GENERATE_VIDEO` | Generate Video | Spend Ngram credits to start one asynchronous video render from text or a public URL. Inspect NGRAM_GET_CREDITS and NGRAM_GET_RENDER_OPTIONS first, then deliberately set confirm_credit_spend=true and supply a stable idempotency_key. Exact per-render cost has not been live-verified. |
| `NGRAM_GET_ACCOUNT` | Get Account | Return the authenticated Ngram account identity, including its id, email, and name. |
| `NGRAM_GET_CREDITS` | Get Credits | Return the connected account's plan and available, reserved, and effective credits. Use effective credits as the spendable balance before generation. |
| `NGRAM_GET_IMAGE` | Get Image | Return an image job's current status and generated output by its UUID. |
| `NGRAM_GET_RENDER_OPTIONS` | Get Render Options | Return Ngram's live catalog of supported video and image capabilities, voices, styles, formats, durations, models, templates, and other generation options. Use this before generation instead of assuming catalog values. |
| `NGRAM_GET_VIDEO` | Get Video | Return a video's render status, progress, output URL, or failure information by video ID. |
| `NGRAM_LIST_BRAND_KITS` | List Brand Kits | Return the brand kits available to the connected account for use in generation requests. |
| `NGRAM_LIST_IMAGES` | List Images | Return up to 100 account image jobs matching an optional status and created-at upper bound. Ngram does not expose a continuation token. |
| `NGRAM_LIST_VIDEOS` | List Videos | Return up to 100 account videos matching an optional render status and created-at lower bound. This is one bounded response; Ngram provides no continuation token. |
| `NGRAM_LIST_WEBHOOK_SUBSCRIPTIONS` | List Webhook Subscriptions | Return the account's video completion and failure webhook subscriptions. Signing secrets are not returned by this list endpoint. |

## Supported Triggers

None listed.

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

Once connected, ChatGPT can access the Ngram MCP server via Composio to run actions that you authorize, directly in your workspace.

## Complete Code

None listed.

## How to build Ngram MCP Agent with another framework

- [Claude Cowork](https://composio.dev/toolkits/ngram/framework/claude-cowork)
- [Hermes](https://composio.dev/toolkits/ngram/framework/hermes-agent)
- [Atomic Agent](https://composio.dev/toolkits/ngram/framework/atomic-agent)

## Related Toolkits

- [Figma](https://composio.dev/toolkits/figma) - Figma is a collaborative interface design tool for teams and individuals. It streamlines design workflows with real-time collaboration and easy sharing.
- [Abyssale](https://composio.dev/toolkits/abyssale) - Abyssale is a creative automation platform for generating images, videos, GIFs, PDFs, and HTML5 content programmatically. It streamlines and scales visual content production for marketing, design, and operations teams.
- [Alttext ai](https://composio.dev/toolkits/alttext_ai) - AltText.ai is a service that generates alt text for images automatically. It helps boost accessibility and SEO for your visual content.
- [Are.na](https://composio.dev/toolkits/arena) - Are.na is a creative research platform for collecting images, links, notes, and ideas in channels. Use it to organize inspiration, build knowledge maps, and connect research across projects.
- [Bannerbear](https://composio.dev/toolkits/bannerbear) - Bannerbear is an API-driven platform for generating images and videos automatically at scale. It helps businesses create custom graphics, social visuals, and marketing assets using powerful templates.
- [Bannerbite](https://composio.dev/toolkits/bannerbite) - Bannerbite is a creative automation platform for generating images and videos from reusable projects and templates. It helps teams produce on-brand visual assets faster without rebuilding designs from scratch.
- [BeatAPI](https://composio.dev/toolkits/beatapi) - BeatAPI is an asynchronous API platform for AI image, video, and music workflows. It enables scalable generation, video analysis, uploads, and ecommerce video pipelines.
- [Builder.io](https://composio.dev/toolkits/builder_io) - Builder.io is a visual development platform for managing content, models, assets, and Space configuration. Use it to ship editable digital experiences faster without waiting on every code change.
- [Canva](https://composio.dev/toolkits/canva) - Canva is a drag-and-drop design suite for creating professional graphics, presentations, and marketing materials. It makes it easy for anyone to design with beautiful templates and a vast library of elements.
- [Canva MCP](https://composio.dev/toolkits/canva_mcp) - Canva MCP is Canva's remote MCP server for accessing designs and content. It centralizes design assets and enables programmatic design workflows.
- [Claid ai](https://composio.dev/toolkits/claid_ai) - Claid.ai delivers AI-driven image editing APIs for tasks like background removal, upscaling, and color correction. It helps automate and enhance image workflows with powerful, developer-friendly tools.
- [Cloudinary](https://composio.dev/toolkits/cloudinary) - Cloudinary is a cloud-based platform for managing, uploading, and transforming images and videos. It streamlines media workflows and delivers optimized assets globally.
- [Contentdrips](https://composio.dev/toolkits/contentdrips) - Contentdrips is an asynchronous rendering API for branded graphics and carousels. It turns reusable templates into on-brand social visuals at scale.
- [Creatomate](https://composio.dev/toolkits/creatomate) - Creatomate is an API for generating automated videos, images, GIFs, and reusable media templates. Use it to turn structured data into polished visual content at scale.
- [Cults](https://composio.dev/toolkits/cults) - Cults is a digital marketplace for 3D printing models, connecting designers and makers. It lets creators share, sell, and discover a huge variety of printable designs easily.
- [DeepImage](https://composio.dev/toolkits/deepimage) - DeepImage is an AI-powered image enhancer and upscaler. Get higher-quality images with just a few clicks.
- [Dreamstudio](https://composio.dev/toolkits/dreamstudio) - DreamStudio is Stability AI’s platform for generating and editing images with AI. It lets you easily turn ideas into stunning visuals, fast.
- [Dribbble](https://composio.dev/toolkits/dribbble) - Dribbble is a design community and publishing platform for managing shots, projects, and attachments. Use it to showcase work, collect feedback, and organize creative designs.
- [Dynamic Mockups](https://composio.dev/toolkits/dynamic_mockups) - Dynamic Mockups is an API platform for generating product mockups, rendering templates, and managing visual asset catalogs. Use it to automate high-quality product visuals, AI images, and motion assets at scale.
- [Dynapictures](https://composio.dev/toolkits/dynapictures) - Dynapictures is a cloud-based platform for generating personalized images at scale. Instantly create hundreds of custom visuals using your data sources, like Google Sheets.

## Frequently Asked Questions

### What are the differences in Tool Router MCP and Ngram MCP?

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

### Can I use Tool Router MCP with ChatGPT?

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 Ngram tools.

### Can I manage the permissions and scopes for Ngram while using Tool Router?

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

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