Judge.me MCP Server for OpenAI Agents SDK 10 tools — connect in under 2 minutes
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Judge.me through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with MCPServerStreamableHttp(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
) as mcp_server:
agent = Agent(
name="Judge.me Assistant",
instructions=(
"You help users interact with Judge.me. "
"You have access to 10 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Judge.me"
)
print(result.final_output)
asyncio.run(main())
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About Judge.me MCP Server
Empower your AI agents with Judge.me's comprehensive product review platform. This MCP server allows you to list and retrieve product reviews, track customer questions and answers, manage coupons, and view shop settings directly through the Judge.me API. Ideal for automating social proof management and customer feedback analysis.
The OpenAI Agents SDK auto-discovers all 10 tools from Judge.me through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Judge.me, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
The Judge.me MCP Server exposes 10 tools through the Vinkius. Connect it to OpenAI Agents SDK in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect Judge.me to OpenAI Agents SDK via MCP
Follow these steps to integrate the Judge.me MCP Server with OpenAI Agents SDK.
Install the SDK
Run pip install openai-agents in your Python environment
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com
Run the script
Save the code above and run it: python agent.py
Explore tools
The agent will automatically discover 10 tools from Judge.me
Why Use OpenAI Agents SDK with the Judge.me MCP Server
OpenAI Agents SDK provides unique advantages when paired with Judge.me through the Model Context Protocol.
Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
Judge.me + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Judge.me MCP Server delivers measurable value.
Automated workflows: build agents that query Judge.me, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries Judge.me, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Judge.me tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Judge.me to resolve tickets, look up records, and update statuses without human intervention
Judge.me MCP Tools for OpenAI Agents SDK (10)
These 10 tools become available when you connect Judge.me to OpenAI Agents SDK via MCP:
get_product
Essential for providing a summary of a product's performance. Retrieves details for a specific product
get_question
Use this before preparing an official answer. Retrieves details for a specific question
get_review
Returns deep-dive information including metadata and moderation status. Use this when analyzing a particular customer case or response. Retrieves details for a specific review
get_settings
me app for the shop, including review widgets and email settings. Useful for system configuration auditing. Retrieves shop settings for Judge.me
list_answers
Use this to audit responses and check if queries have been resolved. Lists all answers to questions
list_coupons
me (often used as rewards for reviews). Useful for auditing incentive programs. Lists all active discount coupons
list_medias
Essential for analyzing user-generated content (UGC). Lists all media (images/videos) attached to reviews
list_products
me. Includes product names, IDs, and aggregate review counts. Use this to identify products for review analysis. Lists all products in the shop
list_questions
me Q&A feature. Returns question text, status, and IDs. Use this to identify customer inquiries that need answers. Lists all customer questions
list_reviews
me platform. Returns reviewer names, ratings, review titles, and bodies. Use this to monitor customer sentiment and analyze product feedback. Lists all product reviews
Example Prompts for Judge.me in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Judge.me immediately.
"List all recent product reviews in Judge.me."
"Show me the questions asked for product ID '123'."
"Check for any active discount coupons."
Troubleshooting Judge.me MCP Server with OpenAI Agents SDK
Common issues when connecting Judge.me to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Judge.me + OpenAI Agents SDK FAQ
Common questions about integrating Judge.me MCP Server with OpenAI Agents SDK.
How does the OpenAI Agents SDK connect to MCP?
MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.Can I use multiple MCP servers in one agent?
MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.Does the SDK support streaming responses?
Connect Judge.me with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Judge.me to OpenAI Agents SDK
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.