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 Pydantic AI 5 tools — connect in under 2 minutes

Name: ClearSale
Availability: InStock
Author: Vinkius

ai.pydantic.dev/mcp

Built by Vinkius GDPR 5 Tools SDK

Pydantic AI brings type-safe agent development to Python with first-class MCP support. Connect ClearSale through the Vinkius and every tool is automatically validated against Pydantic schemas — catch errors at build time, not in production.

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 pydantic_ai import Agent
from pydantic_ai.mcp import MCPServerHTTP

async def main():
    # Your Vinkius token — get it at cloud.vinkius.com
    server = MCPServerHTTP(url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")

    agent = Agent(
        model="openai:gpt-4o",
        mcp_servers=[server],
        system_prompt=(
            "You are an assistant with access to ClearSale "
            "(5 tools)."
        ),
    )

    result = await agent.run(
        "What tools are available in ClearSale?"
    )
    print(result.data)

asyncio.run(main())

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

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.

Pydantic AI validates every ClearSale tool response against typed schemas, catching data inconsistencies at build time. Connect 5 tools through the Vinkius and switch between OpenAI, Anthropic, or Gemini without changing your integration code — full type safety, structured output guarantees, and dependency injection for testable agents.

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 Pydantic AI 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 Pydantic AI via MCP

Follow these steps to integrate the ClearSale MCP Server with Pydantic AI.

Install Pydantic AI

Run pip install pydantic-ai

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Run the agent

Save to agent.py and run: python agent.py

Explore tools

The agent discovers 5 tools from ClearSale with type-safe schemas

Why Use Pydantic AI with the ClearSale MCP Server

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

Full type safety: every MCP tool response is validated against Pydantic models, catching data inconsistencies before they reach your application

Model-agnostic architecture — switch between OpenAI, Anthropic, or Gemini without changing your ClearSale integration code

Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors

Dependency injection system cleanly separates your ClearSale connection logic from agent behavior for testable, maintainable code

ClearSale + Pydantic AI Use Cases

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

Type-safe data pipelines: query ClearSale with guaranteed response schemas, feeding validated data into downstream processing

API orchestration: chain multiple ClearSale tool calls with Pydantic validation at each step to ensure data integrity end-to-end

Production monitoring: build validated alert agents that query ClearSale and output structured, schema-compliant notifications

Testing and QA: use Pydantic AI's dependency injection to mock ClearSale responses and write comprehensive agent tests

ClearSale MCP Tools for Pydantic AI (5)

These 5 tools become available when you connect ClearSale to Pydantic AI 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 Pydantic AI

Ready-to-use prompts you can give your Pydantic AI 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 Pydantic AI

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

MCPServerHTTP not found

Update: pip install --upgrade pydantic-ai

ClearSale + Pydantic AI FAQ

Common questions about integrating ClearSale MCP Server with Pydantic AI.

How does Pydantic AI discover MCP tools?

Create an MCPServerHTTP instance with the server URL. Pydantic AI connects, discovers all tools, and generates typed Python interfaces automatically.

Does Pydantic AI validate MCP tool responses?

Yes. When you define result types as Pydantic models, every tool response is validated against the schema. Invalid data raises a clear error instead of silently corrupting your pipeline.

Can I switch LLM providers without changing MCP code?

Absolutely. Pydantic AI abstracts the model layer — your ClearSale MCP integration works identically with OpenAI, Anthropic, Google, or any supported provider.