Can I see the fraud score for a specific order?

Yes! Use the `get_order_fraud_status` tool with the unique order ID. The agent will return the current status and the fraud score assigned by ClearSale's engine.

How do I update an order to 'Approved' in ClearSale through the agent?

Use the `update_clearsale_order_status` tool. Provide the order ID and the new status code (e.g., 'APR' for Approved). Your agent will instruct ClearSale to update the record accordingly.

Where do I find my ClearSale API credentials?

These credentials (Username and Password) are provided when you set up your account with ClearSale. You can typically find them or manage them within your ClearSale Merchant Dashboard.

ClearSale MCP Server for OpenAI Agents SDK 5 tools — connect in under 2 minutes

Name: ClearSale
Availability: InStock
Author: Vinkius

openai.github.io/openai-agents-python/mcp

Built by Vinkius GDPR 5 Tools SDK

The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect ClearSale through the Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails — no manual schema definitions required.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

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="ClearSale Assistant",
            instructions=(
                "You help users interact with ClearSale. "
                "You have access to 5 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from ClearSale"
        )
        print(result.final_output)

asyncio.run(main())

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Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 ClearSale MCP Server

Connect your ClearSale account to any AI agent and take full control of your fraud prevention operations through natural conversation. Streamline how you monitor and analyze e-commerce transactions natively.

The OpenAI Agents SDK auto-discovers all 5 tools from ClearSale through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns — chain multiple agents where one queries ClearSale, another analyzes results, and a third generates reports, all orchestrated through the Vinkius.

What you can do

Order Oversight — Submit detailed order data for real-time fraud scoring and manual analysis natively
Status Intelligence — Access and monitor the current fraud analysis status for any specific order ID flawlessly
Manual Logistics — Update order statuses in ClearSale's system (e.g., Approved, Cancelled) securely
History Tracking — List and review recently analyzed orders to understand fraud trends flawlessly
Connectivity Logistics — Retrieve core account and connectivity metadata directly within your workspace flawlessly
Decision Auditing — Retrieve detailed fraud scores and analysis reasons provided by ClearSale flawlessly

The ClearSale MCP Server exposes 5 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 ClearSale to OpenAI Agents SDK via MCP

Follow these steps to integrate the ClearSale 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 5 tools from ClearSale

Why Use OpenAI Agents SDK with the ClearSale MCP Server

OpenAI Agents SDK provides unique advantages when paired with ClearSale 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

ClearSale + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the ClearSale MCP Server delivers measurable value.

Automated workflows: build agents that query ClearSale, process the data, and trigger follow-up actions autonomously

Multi-agent orchestration: create specialist agents — one queries ClearSale, another analyzes results, a third generates reports

Data enrichment pipelines: stream data through ClearSale tools and transform it with OpenAI models in a single async loop

Customer support bots: agents query ClearSale to resolve tickets, look up records, and update statuses without human intervention

ClearSale MCP Tools for OpenAI Agents SDK (5)

These 5 tools become available when you connect ClearSale to OpenAI Agents SDK via MCP:

get_clearsale_account_info

Retrieve core account connectivity information

get_order_fraud_status

Retrieve the current fraud analysis status for an order

list_recent_fraud_analyses

List recently analyzed orders

submit_order_fraud_analysis

Submit an order for real-time fraud analysis

update_clearsale_order_status

Update the status of an order in ClearSale (e.g. Cancelled, Approved)

Example Prompts for ClearSale in OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with ClearSale immediately.

"Check the fraud status for order #ped_12345."

"List my last 5 fraud analyses."

"Mark order #ped_98765 as 'Cancelled' in ClearSale."

Troubleshooting ClearSale MCP Server with OpenAI Agents SDK

Common issues when connecting ClearSale to OpenAI Agents SDK through the Vinkius, and how to resolve them.

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents

Agent not calling tools

Make sure your prompt explicitly references the task the tools can help with.

ClearSale + OpenAI Agents SDK FAQ

Common questions about integrating ClearSale MCP Server with OpenAI Agents SDK.

How does the OpenAI Agents SDK connect to MCP?

Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.