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 AutoGen 5 tools — connect in under 2 minutes

Name: ClearSale
Availability: InStock
Author: Vinkius

microsoft.github.io/autogen/docs/tools/mcp-tools

Built by Vinkius GDPR 5 Tools Framework

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add ClearSale as an MCP tool provider through the Vinkius and every agent in the group can access live data and take action.

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 autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench

async def main():
    # Your Vinkius token — get it at cloud.vinkius.com
    async with McpWorkbench(
        server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
        transport="streamable_http",
    ) as workbench:
        tools = await workbench.list_tools()
        agent = AssistantAgent(
            name="clearsale_agent",
            tools=tools,
            system_message=(
                "You help users with ClearSale. "
                "5 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

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.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use ClearSale tools. Connect 5 tools through the Vinkius and assign role-based access — a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.

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 AutoGen 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 AutoGen via MCP

Follow these steps to integrate the ClearSale MCP Server with AutoGen.

Install AutoGen

Run pip install "autogen-ext[mcp]"

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Integrate into workflow

Use the agent in your AutoGen multi-agent orchestration

Explore tools

The workbench discovers 5 tools from ClearSale automatically

Why Use AutoGen with the ClearSale MCP Server

AutoGen provides unique advantages when paired with ClearSale through the Model Context Protocol.

Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use ClearSale tools to solve complex tasks

Role-based architecture lets you assign ClearSale tool access to specific agents — a data analyst queries while a reviewer validates

Human-in-the-loop support: agents can pause for human approval before executing sensitive ClearSale tool calls

Code execution sandbox: AutoGen agents can write and run code that processes ClearSale tool responses in an isolated environment

ClearSale + AutoGen Use Cases

Practical scenarios where AutoGen combined with the ClearSale MCP Server delivers measurable value.

Collaborative analysis: one agent queries ClearSale while another validates results and a third generates the final report

Automated review pipelines: a researcher agent fetches data from ClearSale, a critic agent evaluates quality, and a writer produces the output

Interactive planning: agents negotiate task allocation using ClearSale data to make informed decisions about resource distribution

Code generation with live data: an AutoGen coder agent writes scripts that process ClearSale responses in a sandboxed execution environment

ClearSale MCP Tools for AutoGen (5)

These 5 tools become available when you connect ClearSale to AutoGen 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 AutoGen

Ready-to-use prompts you can give your AutoGen 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 AutoGen

Common issues when connecting ClearSale to AutoGen through the Vinkius, and how to resolve them.

McpWorkbench not found

Install: pip install "autogen-ext[mcp]"

ClearSale + AutoGen FAQ

Common questions about integrating ClearSale MCP Server with AutoGen.

How does AutoGen connect to MCP servers?

Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call ClearSale tools during their conversation turns.

Can different agents have different MCP tool access?

Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.