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 CrewAI 5 tools — connect in under 2 minutes

Name: ClearSale
Availability: InStock
Author: Vinkius

docs.crewai.com/mcp/overview

Built by Vinkius GDPR 5 Tools Framework

Connect your CrewAI agents to ClearSale through Vinkius, pass the Edge URL in the `mcps` parameter and every ClearSale tool is auto-discovered at runtime. No credentials to manage, no infrastructure to maintain.

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

from crewai import Agent, Task, Crew

agent = Agent(
    role="ClearSale Specialist",
    goal="Help users interact with ClearSale effectively",
    backstory=(
        "You are an expert at leveraging ClearSale tools "
        "for automation and data analysis."
    ),
    # Your Vinkius token. get it at cloud.vinkius.com
    mcps=["https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"],
)

task = Task(
    description=(
        "Explore all available tools in ClearSale "
        "and summarize their capabilities."
    ),
    agent=agent,
    expected_output=(
        "A detailed summary of 5 available tools "
        "and what they can do."
    ),
)

crew = Crew(agents=[agent], tasks=[task])
result = crew.kickoff()
print(result)

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* 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.

When paired with CrewAI, ClearSale becomes a first-class tool in your multi-agent workflows. Each agent in the crew can call ClearSale tools autonomously, one agent queries data, another analyzes results, a third compiles reports, all orchestrated through Vinkius with zero configuration overhead.

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 CrewAI 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 CrewAI via MCP

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

Install CrewAI

Run pip install crewai

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com

Customize the agent

Adjust the role, goal, and backstory to fit your use case

Run the crew

Run python crew.py. CrewAI auto-discovers 5 tools from ClearSale

Why Use CrewAI with the ClearSale MCP Server

CrewAI Multi-Agent Orchestration Framework provides unique advantages when paired with ClearSale through the Model Context Protocol.

Multi-agent collaboration lets you decompose complex workflows into specialized roles, one agent researches, another analyzes, a third generates reports, each with access to MCP tools

CrewAI's native MCP integration requires zero adapter code: pass Vinkius Edge URL directly in the `mcps` parameter and agents auto-discover every available tool at runtime

Built-in task delegation and shared memory mean agents can pass context between steps without manual state management, enabling multi-hop reasoning across tool calls

Sequential and hierarchical crew patterns map naturally to real-world workflows: enumerate subdomains → analyze DNS history → check WHOIS records → compile findings into actionable reports

ClearSale + CrewAI Use Cases

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

Automated multi-step research: a reconnaissance agent queries ClearSale for raw data, then a second analyst agent cross-references findings and flags anomalies. all without human handoff

Scheduled intelligence reports: set up a crew that periodically queries ClearSale, analyzes trends over time, and generates executive briefings in markdown or PDF format

Multi-source enrichment pipelines: chain ClearSale tools with other MCP servers in the same crew, letting agents correlate data across multiple providers in a single workflow

Compliance and audit automation: a compliance agent queries ClearSale against predefined policy rules, generates deviation reports, and routes findings to the appropriate team

ClearSale MCP Tools for CrewAI (5)

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

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

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

MCP tools not discovered

Ensure the Edge URL is correct. CrewAI connects lazily when the crew starts. check console output.

Agent not using tools

Make the task description specific. Instead of "do something", say "Use the available tools to list contacts".

Timeout errors

CrewAI has a 10s connection timeout by default. Ensure your network can reach the Edge URL.

Rate limiting or 429 errors

Vinkius enforces per-token rate limits. Check your subscription tier and request quota in the dashboard. Upgrade if you need higher throughput.

ClearSale + CrewAI FAQ

Common questions about integrating ClearSale MCP Server with CrewAI.

How does CrewAI discover and connect to MCP tools?

CrewAI connects to MCP servers lazily. when the crew starts, each agent resolves its MCP URLs and fetches the tool catalog via the standard tools/list method. This means tools are always fresh and reflect the server's current capabilities. No tool schemas need to be hardcoded.

Can different agents in the same crew use different MCP servers?

Yes. Each agent has its own mcps list, so you can assign specific servers to specific roles. For example, a reconnaissance agent might use a domain intelligence server while an analysis agent uses a vulnerability database server.

What happens when an MCP tool call fails during a crew run?

CrewAI wraps tool failures as context for the agent. The LLM receives the error message and can decide to retry with different parameters, fall back to a different tool, or mark the task as partially complete. This resilience is critical for production workflows.

Can CrewAI agents call multiple MCP tools in parallel?

CrewAI agents execute tool calls sequentially within a single reasoning step. However, you can run multiple agents in parallel using process=Process.parallel, each calling different MCP tools concurrently. This is ideal for workflows where separate data sources need to be queried simultaneously.

Can I run CrewAI crews on a schedule (cron)?

Yes. CrewAI crews are standard Python scripts, so you can invoke them via cron, Airflow, Celery, or any task scheduler. The crew.kickoff() method runs synchronously by default, making it straightforward to integrate into existing pipelines.