Okendo Reviews 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 Okendo Reviews 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="Okendo Reviews Assistant",
instructions=(
"You help users interact with Okendo Reviews. "
"You have access to 10 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Okendo Reviews"
)
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 Okendo Reviews MCP Server
Connect your Okendo account to your AI agent and gain deep insights into your customer feedback and social proof through natural conversation.
The OpenAI Agents SDK auto-discovers all 10 tools from Okendo Reviews through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Okendo Reviews, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
What you can do
- Review Monitoring — List and inspect customer reviews, including star ratings, titles, and body content.
- Q&A Oversight — Access customer questions and their respective answers to identify common product concerns.
- Aggregate Ratings — Retrieve overall store and product-level star ratings and review counts.
- Product Intelligence — View all products tracked in Okendo and access their specific review metrics.
- Media Access — List photos and videos uploaded by customers as part of their reviews.
- Store Settings — Retrieve high-level configuration and display settings for your Okendo instance.
- Deep Inspection — Fetch complete metadata for specific reviews or questions using their unique IDs.
The Okendo Reviews 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 Okendo Reviews to OpenAI Agents SDK via MCP
Follow these steps to integrate the Okendo Reviews 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 Okendo Reviews
Why Use OpenAI Agents SDK with the Okendo Reviews MCP Server
OpenAI Agents SDK provides unique advantages when paired with Okendo Reviews 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
Okendo Reviews + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Okendo Reviews MCP Server delivers measurable value.
Automated workflows: build agents that query Okendo Reviews, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries Okendo Reviews, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Okendo Reviews tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Okendo Reviews to resolve tickets, look up records, and update statuses without human intervention
Okendo Reviews MCP Tools for OpenAI Agents SDK (10)
These 10 tools become available when you connect Okendo Reviews to OpenAI Agents SDK via MCP:
get_aggregate_ratings
Get store aggregate ratings
get_okendo_product_details
Get product review info
get_question_details
Get specific question details
get_review_details
Get specific review details
get_store_settings
Get Okendo store settings
list_customer_questions
List customer Q&A questions
list_okendo_products
List products tracked in Okendo
list_question_answers
List answers for a question
list_review_media
List customer-uploaded media
list_reviews
List customer reviews
Example Prompts for Okendo Reviews in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Okendo Reviews immediately.
"Show me the 5 most recent customer reviews."
"What is the overall star rating for our store?"
"List the recent questions asked by customers on the site."
Troubleshooting Okendo Reviews MCP Server with OpenAI Agents SDK
Common issues when connecting Okendo Reviews to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Okendo Reviews + OpenAI Agents SDK FAQ
Common questions about integrating Okendo Reviews 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?
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Step-by-step setup guides for every MCP-compatible client and framework:
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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 Okendo Reviews to OpenAI Agents SDK
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.