# How to integrate Ngram MCP with Atomic Agent

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

## Introduction

Atomic Agent is an open-source AI agent that runs on your machine and supports local models through llama.cpp. Connect it to 1,500+ apps through Composio, including Ngram.
This guide uses Atomic Agent's built-in Composio integration. You need Atomic Agent v0.5.6 or later, your own Composio API key, and a Ngram account. See the [Atomic Agent documentation](https://atomicagent.io/docs/?cta_placement=atomic-agent-docs) for installation instructions.

## Also integrate Ngram with

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

## TL;DR

### How Atomic Agent connects to Ngram
Atomic Agent connects to Composio's Tool Router over Streamable HTTP MCP. It discovers the tools needed for your request, and Composio handles account authentication.
Execution and account-connection tools follow Atomic Agent's configured approval policy. Review any approval prompt before allowing an action on your connected account.

## Connect Ngram to Atomic Agent

### Connect Ngram to Atomic Agent
- Sign up or sign in to the [Composio dashboard](https://dashboard.composio.dev/?cta_placement=atomic-agent-api-key). Copy your API key.
- In Atomic Agent, open the Integrations tab and select Composio. Select API key, press e, paste the key, and press Enter. The tools become available immediately, without a restart.
- Ask Atomic Agent to do something in Ngram. It searches Composio for the right tool.
- On first use, open the sign-in link returned in the chat. Connect your Ngram account, then return to Atomic Agent to continue.
### Headless setup
Add the following line to ~/.atomic-agent/.env, replacing YOUR_COMPOSIO_API_KEY with your key. Start Atomic Agent after saving the file.

```bash
COMPOSIO_API_KEY=YOUR_COMPOSIO_API_KEY
```

## 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.

## Troubleshooting

### Why is my API key rejected?

Copy the key directly from the Composio dashboard. Atomic Agent requires ASCII characters because it sends the key in an HTTP header. Remove any extra characters introduced when copying.

### Why are Composio tools unavailable after saving a key?

Check that you use Atomic Agent v0.5.6 or later and that Composio is enabled in your configuration. A "composio": { "enabled": false } setting disables the integration while keeping the saved key on disk.

### Does Composio have a free plan?

The Hobby plan includes 100,000 tool calls per month. Composio-managed OAuth apps have a lower included allowance. See [Composio pricing](/pricing) for the current limits that apply to your connection.

## Complete Code

None listed.

## Conclusion

### Use Ngram from Atomic Agent
With your account connected, ask Atomic Agent to work with Ngram in natural language. You can connect more apps through the same Composio integration as you need them.
Visit the [Atomic Agent website](https://atomicagent.io/?cta_placement=atomic-agent-site) or inspect the [Atomic Agent source code](https://github.com/AtomicBot-ai/atomic-agent?cta_placement=atomic-agent-repo).

## How to build Ngram MCP Agent with another framework

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

Yes, you can. Atomic Agent 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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