# How to integrate Judge.me MCP with Atomic Agent

```json
{
  "title": "How to integrate Judge.me MCP with Atomic Agent",
  "toolkit": "Judge.me",
  "toolkit_slug": "judge_me",
  "framework": "Atomic Agent",
  "framework_slug": "atomic-agent",
  "url": "https://composio.dev/toolkits/judge_me/framework/atomic-agent",
  "markdown_url": "https://composio.dev/toolkits/judge_me/framework/atomic-agent.md",
  "updated_at": "2026-10-24T05:32:45.716Z"
}
```

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

## Also integrate Judge.me with

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

## TL;DR

### How Atomic Agent connects to Judge.me
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 Judge.me to Atomic Agent

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

The Judge.me MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Judge.me account. It provides structured and secure access to your reviews, shop data, reviewer records, settings, rendered widgets, and webhooks, so your agent can monitor feedback, manage review visibility, respond to customers, retrieve store ratings, and maintain review integrations on your behalf.
- Review monitoring and ratings: Have your agent list and count reviews, filter them by product, reviewer, rating, or publication status, and retrieve overall or shop-only ratings.
- Review replies and visibility: Let the agent publish public or private replies, and publish, hide, archive, or restore individual reviews or groups of reviews.
- Storefront review content: Direct your agent to retrieve product review widgets, rating badges, featured review carousels, all-reviews pages, reviews tabs, and other Judge.me display content.
- Reviewer and shop management: Instruct your agent to find or update reviewer records, request reviewer data, read shop details and settings, and update supported shop metadata.
- Webhook administration: Have your agent create, list, update, or delete Judge.me webhooks for events and callback URLs.

## Supported Tools

| Tool slug | Name | Description |
|---|---|---|
| `JUDGE_ME_BULK_CREATE_WEBHOOKS` | Bulk Create Webhooks | Create multiple webhook subscriptions in one request. |
| `JUDGE_ME_BULK_UPDATE_REVIEW_VISIBILITY` | Bulk Update Review Visibility | Sequentially publish, hide, archive, or unarchive 1-25 reviews. Each update uses a separate request, and the response reports a per-item outcome so one rejected update does not hide partial completion. |
| `JUDGE_ME_COUNT_REVIEWS` | Count Reviews | Count management review records, optionally filtered by reviewer, product, and star rating. Use the storefront aggregate count action for widget-facing all-review or shop-review totals. |
| `JUDGE_ME_COUNT_STOREFRONT_REVIEWS` | Count Storefront Reviews | Return the storefront aggregate review count for either all product and shop-level reviews or only shop-level reviews. |
| `JUDGE_ME_CREATE_CHECKOUT_COMMENT` | Create Checkout Comment | Persist a customer's comment for a product through Judge.me's documented Checkout Comments operation. Requires the shop's Checkout Comments app entitlement. |
| `JUDGE_ME_CREATE_PRIVATE_REPLY` | Create Private Review Reply | Create a private reply to a review and, by default, email it to the reviewer. |
| `JUDGE_ME_CREATE_PUBLIC_REPLY` | Create Public Review Reply | Post a public reply to a review and optionally email it to the reviewer. Email sending defaults to enabled. |
| `JUDGE_ME_CREATE_REVIEW` | Create Review | Submit a public web review in the background; no review is created when the shop disables web reviews. |
| `JUDGE_ME_CREATE_WEBHOOK` | Create Webhook | Create one webhook subscription for a Judge.me event and callback URL. |
| `JUDGE_ME_DELETE_WEBHOOK` | Delete Webhook | Delete the webhook subscription matching its current Judge.me event key and callback URL. |
| `JUDGE_ME_GET_ALL_REVIEWS_PAGE_WIDGET` | Get All Reviews Page Widget | Return rendered HTML for one page of the shop's all-reviews page. |
| `JUDGE_ME_GET_CHECKOUT_COMMENTS_WIDGET` | Get Checkout Comments Widget | Return rendered Checkout Comments widget HTML for one product; requires the Checkout Comments app. |
| `JUDGE_ME_GET_CURRENT_SHOP` | Get Current Shop | Return identity, plan, platform, owner, and widget metadata for the OAuth-connected shop. |
| `JUDGE_ME_GET_FEATURED_REVIEWS_CAROUSEL` | Get Featured Reviews Carousel | Return the rendered HTML for the shop's featured-reviews carousel. |
| `JUDGE_ME_GET_PRODUCT` | Get Product | Return a product by Judge.me internal ID, external commerce-platform ID, or product handle. |
| `JUDGE_ME_GET_PRODUCT_PREVIEW_BADGE` | Get Product Preview Badge | Return the rendered rating-and-review-count badge HTML for one product. |
| `JUDGE_ME_GET_PRODUCT_REVIEW_WIDGET` | Get Product Review Widget | Return the rendered review-widget HTML for one product and, optionally, one review page. |
| `JUDGE_ME_GET_REVIEW` | Get Review | Return one review by its Judge.me internal ID. |
| `JUDGE_ME_GET_REVIEWER` | Get Reviewer | Return a reviewer by Judge.me internal ID, external commerce-platform ID, or email address. |
| `JUDGE_ME_GET_REVIEWS_RATING` | Get Reviews Rating | Return the average rating for all product and shop-level reviews or for shop-level reviews only. |
| `JUDGE_ME_GET_REVIEWS_TAB_WIDGET` | Get Reviews Tab Widget | Return the rendered floating reviews-tab HTML for a selected review type and page. |
| `JUDGE_ME_GET_SETTINGS` | Get Settings | Return values for one or more named Judge.me shop settings. |
| `JUDGE_ME_GET_VERIFIED_REVIEWS_BADGE` | Get Verified Reviews Badge | Return the rendered verified-review-count badge, or null when the shop has fewer than 20 verified reviews. |
| `JUDGE_ME_GET_WEBHOOK` | Get Webhook | Return one webhook subscription by its Judge.me internal ID. |
| `JUDGE_ME_GET_WIDGET_PLACEHOLDER_HTML` | Get Widget Placeholder HTML | Return the rendered placeholder HTML used before Judge.me widget JavaScript and CSS load. |
| `JUDGE_ME_GET_WIDGET_SETTINGS_HTML` | Get Widget Settings HTML | Return the shop's rendered widget customization script and style HTML, not structured setting values. |
| `JUDGE_ME_LIST_REVIEWS` | List Reviews | Return one page of reviews, optionally filtered by reviewer, product, rating, published-only state, or reviewer email. Full pages can yield a continuation whose final page is empty because Judge.me returns no total count. |
| `JUDGE_ME_LIST_WEBHOOKS` | List Webhooks | Return all webhook subscriptions configured for the connected shop. |
| `JUDGE_ME_REQUEST_REVIEWER_DATA` | Request Reviewer Data | Submit a reviewer data request for a customer email and one or more external order IDs. The submitted privacy workflow cannot be undone. |
| `JUDGE_ME_UNINSTALL_SHOP` | Uninstall Shop | WARNING: This uninstalls Judge.me from the OAuth-connected shop and must only be called intentionally. |
| `JUDGE_ME_UPDATE_CURRENT_SHOP` | Update Current Shop | Update selected profile and commerce metadata for the OAuth-connected shop. Use only with values intended to replace current shop data. |
| `JUDGE_ME_UPDATE_REVIEW_VISIBILITY` | Update Review Visibility | Publish, hide, archive, or unarchive a review. Review text cannot be edited through this action. |
| `JUDGE_ME_UPDATE_WEBHOOK` | Update Webhook | Replace a webhook subscription's event key and callback URL. |
| `JUDGE_ME_UPSERT_REVIEWER` | Create or Update Reviewer | Create or update a reviewer selected by Judge.me ID, external commerce ID, or email. |

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

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

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## Frequently Asked Questions

### What are the differences in Tool Router MCP and Judge.me MCP?

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

### Can I manage the permissions and scopes for Judge.me while using Tool Router?

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

---
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