Judge.me MCP server for AI agents and assistants

Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with Judge.me MCP or direct API to read reviews, search customer feedback, reply to shoppers, and manage review requests through natural language.

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Oauth2

Judge.me is a product and shop review platform for online stores. It helps merchants collect, manage, and display trusted customer feedback.

34 Tools

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TOOL ROUTER PLAYGROUND
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TOOLS

Supported Tools

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

Bulk Create Webhooks

Create multiple webhook subscriptions in one request.

Bulk Update Review Visibility

Sequentially publish, hide, archive, or unarchive 1-25 reviews.

Count Reviews

Count management review records, optionally filtered by reviewer, product, and star rating.

Count Storefront Reviews

Return the storefront aggregate review count for either all product and shop-level reviews or only shop-level reviews.

Create Checkout Comment

Persist a customer's comment for a product through Judge.

Create Private Review Reply

Create a private reply to a review and, by default, email it to the reviewer.

Create Public Review Reply

Post a public reply to a review and optionally email it to the reviewer.

Create Review

Submit a public web review in the background; no review is created when the shop disables web reviews.

Create Webhook

Create one webhook subscription for a Judge.

Delete Webhook

Delete the webhook subscription matching its current Judge.

Get All Reviews Page Widget

Return rendered HTML for one page of the shop's all-reviews page.

Get Checkout Comments Widget

Return rendered Checkout Comments widget HTML for one product; requires the Checkout Comments app.

Get Current Shop

Return identity, plan, platform, owner, and widget metadata for the OAuth-connected shop.

Get Featured Reviews Carousel

Return the rendered HTML for the shop's featured-reviews carousel.

Get Product

Return a product by Judge.

Get Product Preview Badge

Return the rendered rating-and-review-count badge HTML for one product.

Get Product Review Widget

Return the rendered review-widget HTML for one product and, optionally, one review page.

Get Review

Return one review by its Judge.

Get Reviewer

Return a reviewer by Judge.

Get Reviews Rating

Return the average rating for all product and shop-level reviews or for shop-level reviews only.

Get Reviews Tab Widget

Return the rendered floating reviews-tab HTML for a selected review type and page.

Get Settings

Return values for one or more named Judge.

Get Verified Reviews Badge

Return the rendered verified-review-count badge, or null when the shop has fewer than 20 verified reviews.

Get Webhook

Return one webhook subscription by its Judge.

Get Widget Placeholder HTML

Return the rendered placeholder HTML used before Judge.

Get Widget Settings HTML

Return the shop's rendered widget customization script and style HTML, not structured setting values.

List Reviews

Return one page of reviews, optionally filtered by reviewer, product, rating, published-only state, or reviewer email.

List Webhooks

Return all webhook subscriptions configured for the connected shop.

Request Reviewer Data

Submit a reviewer data request for a customer email and one or more external order IDs.

Uninstall Shop

WARNING: This uninstalls Judge.

Update Current Shop

Update selected profile and commerce metadata for the OAuth-connected shop.

Update Review Visibility

Publish, hide, archive, or unarchive a review.

Update Webhook

Replace a webhook subscription's event key and callback URL.

Create or Update Reviewer

Create or update a reviewer using a Judge.

SETUP GUIDE

Connect Judge.me MCP Tool with your Agent

1

Install Composio

typescript
npm install @composio/core ai @ai-sdk/mcp @ai-sdk/openai
Install the Composio SDK and your agent framework
2

Create a session with MCP enabled

typescript
import { Composio } from "@composio/core";

const composio = new Composio();
const { mcp } = await composio.create("your-user-id", {
  toolkits: ["judge_me"],
  mcp: true,
});
Create a session scoped to Judge.me and read its MCP URL and headers
3

Connect your agent to the MCP server

typescript
import { createMCPClient } from "@ai-sdk/mcp";
import { openai } from "@ai-sdk/openai";
import { generateText, stepCountIs } from "ai";

const client = await createMCPClient({
  transport: { type: "http", url: mcp.url, headers: mcp.headers },
});

const { text } = await generateText({
  model: openai("gpt-5.6-sol"),
  tools: await client.tools(),
  prompt: "List recent reviews for my store",
  stopWhen: stepCountIs(10),
});

console.log(text);
await client.close();
Pass the session's MCP URL and headers to your agent and run a Judge.me request
SETUP GUIDE

Connect Judge.me API Tool with your Agent

1

Install Composio

typescript
npm install @composio/core @composio/openai openai
Install the Composio SDK, the OpenAI provider, and the OpenAI SDK
2

Create a Composio session

typescript
import OpenAI from "openai";
import { Composio } from "@composio/core";
import { OpenAIResponsesProvider } from "@composio/openai";

const composio = new Composio({ provider: new OpenAIResponsesProvider() });
const client = new OpenAI();

const session = await composio.create("your-user-id", { toolkits: ["judge_me"] });
const tools = await session.tools();
Initialize Composio with the OpenAI Responses provider and create a session scoped to Judge.me
3

Run Judge.me tools with your agent

typescript
let response = await client.responses.create({
  model: "gpt-5.6-sol",
  tools,
  input: [{ role: "user", content: "List recent reviews for my store" }],
});

while (response.output.some((o) => o.type === "function_call")) {
  const outputs = await composio.provider.handleToolCalls(session, response.output);
  response = await client.responses.create({
    model: "gpt-5.6-sol",
    tools,
    previous_response_id: response.id,
    input: outputs,
  });
}

console.log(response.output_text);
Send a request, execute the Judge.me tool calls through the session, and print the final answer

Why Use Composio?

AI Native Judge.me Integration

  • Supports both Judge.me MCP and direct API based integrations
  • Structured, LLM-friendly schemas for reliable tool execution
  • Rich coverage for reading, writing, and querying your Judge.me data

Managed Auth

  • Built-in OAuth handling with automatic token refresh and rotation
  • Central place to manage, scope, and revoke Judge.me access
  • Per user and per environment credentials instead of hard-coded keys

Agent Optimized Design

  • Tools are tuned using real error and success rates to improve reliability over time
  • Comprehensive execution logs so you always know what ran, when, and on whose behalf

Enterprise Grade Security

  • Fine-grained RBAC so you control which agents and users can access Judge.me
  • Scoped, least privilege access to Judge.me resources
  • Full audit trail of agent actions to support review and compliance

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