How to integrate Modelry MCP with Atomic Agent

Connect Atomic Agent to Modelry MCP. List all modeling requests in your workspace, create a new workspace for your models, and more using natural language, with authentication handled for you.

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Modelry is a platform for building, deploying, and managing machine learning models. It streamlines the end-to-end ML lifecycle so teams can ship models faster and more reliably.

14 Tools

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 Modelry.

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 Modelry account. See the Atomic Agent documentation for installation instructions.

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How Atomic Agent connects to Modelry

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 Modelry to Atomic Agent

  1. Sign up or sign in to the Composio dashboard. Copy your API key.
  2. 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.
  3. Ask Atomic Agent to do something in Modelry. It searches Composio for the right tool.
  4. On first use, open the sign-in link returned in the chat. Connect your Modelry 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 Modelry MCP server, and what's possible with it?

The Modelry MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Modelry account. It provides structured and secure access to your machine learning model management, so your agent can perform actions like listing modeling requests, creating workspaces, retrieving embed details, and managing products on your behalf.

  • Workspace management: Easily create new workspaces or fetch details about existing ones to keep your projects organized and separated.
  • Embed and product operations: List all available embeds, get detailed information, or delete embeds and products as needed for smooth deployment and maintenance.
  • Repository handling: Retrieve details of product repositories or remove repositories you no longer need—all with structured agent commands.
  • Modeling request tracking: Quickly list all 3D modeling requests tied to your account to monitor progress and manage workflows efficiently.
  • Secure automated actions: Let your agent handle repetitive or administrative model management tasks securely, saving you time and effort.

Use Modelry from Atomic Agent

With your account connected, ask Atomic Agent to work with Modelry in natural language. You can connect more apps through the same Composio integration as you need them.

Visit the Atomic Agent website or inspect the Atomic Agent source code.

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 for the current limits that apply to your connection.

TOOLS

Supported Tools

Every Modelry action and event your agent gets out of the box.

Create Workspace

Create a new workspace or return an existing one with the same name.

Delete Modelry Embed

Tool to delete an embed.

Delete Modelry Product

Permanently deletes a product from Modelry by its ID.

Delete Product Repository

Permanently delete a product repository from Modelry.

Delete Modelry Workspace

Permanently deletes a Modelry workspace.

Get Embed

Retrieve details of a specific Modelry embed (3D viewer or AR experience for eCommerce).

Get Workspace

Retrieves details for a specific Modelry workspace by its ID or name.

List Embeds

List embeds in Modelry.

List Modeling Requests

List all 3D modeling requests in a workspace.

List Product Repositories

Tool to list all product repositories in a workspace.

List Modelry Products

List all products in Modelry.

List Modelry Workspaces

Tool to list all workspaces in Modelry.

Order Modeling Service

Tool to place an order for 3D modeling services.

Track Modeling Progress

Tool to track the progress of a 3D modeling request.

FAQ

Frequently asked questions

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

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 Modelry tools.

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

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