# How to integrate Inspo MCP with Atomic Agent

```json
{
  "title": "How to integrate Inspo MCP with Atomic Agent",
  "toolkit": "Inspo MCP",
  "toolkit_slug": "inspo_mcp",
  "framework": "Atomic Agent",
  "framework_slug": "atomic-agent",
  "url": "https://composio.dev/toolkits/inspo_mcp/framework/atomic-agent",
  "markdown_url": "https://composio.dev/toolkits/inspo_mcp/framework/atomic-agent.md",
  "updated_at": "2026-09-19T05:34:07.212Z"
}
```

## 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 Inspo.
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 Inspo account. See the [Atomic Agent documentation](https://atomicagent.io/docs/?cta_placement=atomic-agent-docs) for installation instructions.

## Also integrate Inspo MCP with

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

## TL;DR

### How Atomic Agent connects to Inspo
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 Inspo MCP to Atomic Agent

### Connect Inspo 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 Inspo. It searches Composio for the right tool.
- On first use, open the sign-in link returned in the chat. Connect your Inspo 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 Inspo MCP server, and what's possible with it?

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

## Supported Tools

| Tool slug | Name | Description |
|---|---|---|
| `INSPO_MCP_COMPARE` | Compare | Compare 2-4 captured sites across palette, typefaces, macrostructure, mode, style tags, type/spacing/radius scales and container width. Returns per-site breakdowns plus what they share - triangulates a house style from a few references. |
| `INSPO_MCP_FIND_BY_COLOR` | Find by color | Real sites whose extracted palette sits near a hex colour (OKLAB distance, so 'close' means the same colour family, not just the same hue). Use when a brief names a brand colour. |
| `INSPO_MCP_FIND_COMPONENTS` | Find components | Real sites featuring a specific UI component (hero, pricing, features, cta, nav, footer, testimonial, logo-cloud, faq, stat), with a per-element crop where one exists. For copy-pasteable code use get_reference_jsx. |
| `INSPO_MCP_FIND_EXAMPLES_FOR_MACROSTRUCTURE` | Find examples for macrostructure | Real sites exemplifying one of the 19 named macrostructures. Call it at the macrostructure-pick step. Accepts slugs ('bento-grid') or display names ('Bento Grid'). |
| `INSPO_MCP_FIND_REFERENCE_COMPONENTS` | Find reference components | The canonical reference components as an index: id, label, macrostructure and a note for each hero / pricing / cta / nav / footer archetype. Pick one, then get_reference_jsx(type, id) for its source. |
| `INSPO_MCP_FIND_SIMILAR` | Find similar | A screen's nearest design neighbours - ranked by design-similarity embeddings where available, else by macrostructure / industry / style overlap. One result per site. |
| `INSPO_MCP_GET_COLLECTION` | Get collection | Fetch one issue by slug, including the editor's blurb and ordered screen list. |
| `INSPO_MCP_GET_DESIGN_SYSTEM` | Get design system | The full DESIGN.md for one screen - real fonts, frequency-ranked palette, CSS variables, detected tech, colour roles, type ramp. Thin captured tokens are supplemented by a live fetch of the source; `live=false` skips that. |
| `INSPO_MCP_GET_FILTERS` | Get filters | Every value the filters accept: styles, industries, macrostructures, modes, vibes, colors, page types, component types. Zero input. Call it when unsure - an out-of-vocabulary value errors. |
| `INSPO_MCP_GET_REFERENCE_JSX` | Get reference jsx | The full canonical JSX source for one reference component, including the header stamp naming its macrostructure / theme / states. Copy-pasteable; tweak tokens to the target brand. |
| `INSPO_MCP_GET_SCREEN` | Get screen | Fetch the full record for one screen by slug - every viewport variant, palette, fonts, tech stack, designer credit. |
| `INSPO_MCP_GET_SITE_PAGES` | Get site pages | A site's captured pages as an ordered flow (landing → pricing → features → ...) with titles, northstars and thumbnails - how a real product sequences its pages. No arguments returns the directory of flow-capable sites. Accepts a site or screen slug. |
| `INSPO_MCP_LIST_COLLECTIONS` | List collections | List every editor-curated issue. Use this for thematic browsing - e.g. all 'Editorial Layouts' or 'Dark Product Pages'. |
| `INSPO_MCP_RECOMMEND` | Recommend | Orchestrator - start here for a brief. One call returns a macrostructure pick, 5 real exemplars, matching reference components (source via get_reference_jsx), a palette suggestion, and an `evidence` packet measuring the genre's paper band / display class / accent hue. Pass a macrostructure to skip the pick step. No LLM call. |
| `INSPO_MCP_SEARCH_SCREENS` | Search screens | Search the archive of real website screenshots. Returns screens with palette, fonts, components and image URLs. |

## 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 Inspo from Atomic Agent
With your account connected, ask Atomic Agent to work with Inspo 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 Inspo MCP Agent with another framework

- [ChatGPT](https://composio.dev/toolkits/inspo_mcp/framework/chatgpt)
- [Claude Cowork](https://composio.dev/toolkits/inspo_mcp/framework/claude-cowork)
- [Hermes](https://composio.dev/toolkits/inspo_mcp/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.
- [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.
- [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.
- [Eraser MCP](https://composio.dev/toolkits/eraser_mcp) - Eraser MCP is a workspace for creating and managing technical diagrams and structured documents. It helps teams organize, version, and export diagrams with collaboration-focused tooling.
- [Excalidraw MCP](https://composio.dev/toolkits/excalidraw_mcp) - Excalidraw MCP is a no-auth MCP server for creating hand-drawn style diagrams in Excalidraw. Use it to generate visual sketches with viewport camera control and fullscreen editing.

## Frequently Asked Questions

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

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

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

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

---
[See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)