# How to integrate Fraudlabs pro MCP with Atomic Agent ```json { "title": "How to integrate Fraudlabs pro MCP with Atomic Agent", "toolkit": "Fraudlabs pro", "toolkit_slug": "fraudlabs_pro", "framework": "Atomic Agent", "framework_slug": "atomic-agent", "url": "https://composio.dev/toolkits/fraudlabs_pro/framework/atomic-agent", "markdown_url": "https://composio.dev/toolkits/fraudlabs_pro/framework/atomic-agent.md", "updated_at": "2026-08-11T13:09:52.416Z" } ``` ## Introduction Atomic Agent is an open-source AI agent that runs on your machine and supports local models through llama.cpp. Connect it to 1,500+ apps through Composio, including Fraudlabs pro. This guide uses Atomic Agent's built-in Composio integration. You need Atomic Agent v0.5.6 or later, your own Composio API key, and a Fraudlabs pro account. See the [Atomic Agent documentation](https://atomicagent.io/docs/?cta_placement=atomic-agent-docs) for installation instructions. ## Also integrate Fraudlabs pro with - [OpenAI Agents SDK](https://composio.dev/toolkits/fraudlabs_pro/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/fraudlabs_pro/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/fraudlabs_pro/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/fraudlabs_pro/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/fraudlabs_pro/framework/codex) - [OpenClaw](https://composio.dev/toolkits/fraudlabs_pro/framework/openclaw) - [Hermes](https://composio.dev/toolkits/fraudlabs_pro/framework/hermes-agent) - [Google ADK](https://composio.dev/toolkits/fraudlabs_pro/framework/google-adk) - [LangChain](https://composio.dev/toolkits/fraudlabs_pro/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/fraudlabs_pro/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/fraudlabs_pro/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/fraudlabs_pro/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/fraudlabs_pro/framework/crew-ai) - [Pydantic AI](https://composio.dev/toolkits/fraudlabs_pro/framework/pydantic-ai) - [AutoGen](https://composio.dev/toolkits/fraudlabs_pro/framework/autogen) ## TL;DR ### How Atomic Agent connects to Fraudlabs pro Atomic Agent connects to Composio's Tool Router over Streamable HTTP MCP. It discovers the tools needed for your request, and Composio handles account authentication. Execution and account-connection tools follow Atomic Agent's configured approval policy. Review any approval prompt before allowing an action on your connected account. ## Connect Fraudlabs pro to Atomic Agent ### Connect Fraudlabs pro to Atomic Agent - Sign up or sign in to the [Composio dashboard](https://dashboard.composio.dev/?cta_placement=atomic-agent-api-key). Copy your API key. - In Atomic Agent, open the Integrations tab and select Composio. Select API key, press e, paste the key, and press Enter. The tools become available immediately, without a restart. - Ask Atomic Agent to do something in Fraudlabs pro. It searches Composio for the right tool. - On first use, open the sign-in link returned in the chat. Connect your Fraudlabs pro account, then return to Atomic Agent to continue. ### Headless setup Add the following line to ~/.atomic-agent/.env, replacing YOUR_COMPOSIO_API_KEY with your key. Start Atomic Agent after saving the file. ```bash COMPOSIO_API_KEY=YOUR_COMPOSIO_API_KEY ``` ## What is the Fraudlabs pro MCP server, and what's possible with it? The Fraudlabs pro MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Fraudlabs Pro account. It provides structured and secure access to your fraud detection and order screening tools, so your agent can perform actions like screening transactions, sending SMS OTPs, retrieving fraud analysis results, and managing reseller subscriptions on your behalf. - Real-time fraud screening for orders: Instantly have your agent assess the risk of new transactions before fulfillment to minimize chargebacks and detect suspicious activity. - Automated SMS OTP verification: Directly send one-time passwords to customers via SMS and verify phone numbers for added transaction security. - Retrieve and analyze fraud results: Quickly pull fraud analysis reports on previously screened orders for smarter decision-making and audit trails. - Feedback and continuous learning: Submit order feedback—approved or rejected—to improve future fraud detection accuracy and adapt to evolving threats. - Reseller account management: Automate account creation and manage subscription plans for resellers directly from your agent, streamlining onboarding and upgrades. ## Supported Tools | Tool slug | Name | Description | |---|---|---| | `FRAUDLABS_PRO_CREATE_ACCOUNT` | Create FraudLabs Pro Reseller Sub-Account | Creates a new FraudLabs Pro user account under a reseller account. Requires a Reseller API key (not a regular API key). Use this action to provision new sub-accounts for customers when operating as a FraudLabs Pro reseller. Returns account credentials (username and password) upon successful creation. Prerequisites: - Must have a FraudLabs Pro Reseller account (apply at https://www.fraudlabspro.com/reseller/program) - Requires valid Reseller API key (different from standard FraudLabs Pro API key) - All required fields must contain valid data matching FraudLabs Pro validation rules Important: - Phone numbers should contain only digits (no +, -, spaces, or parentheses) - Country must be valid ISO 3166-1 alpha-2 code (e.g., US, GB, CA) - Industry must be a valid ID from 1-14 | | `FRAUDLABS_PRO_FLP_FEEDBACK_ORDER` | FLP Feedback Order | Submit fraud screening feedback to improve FraudLabs Pro's machine learning model. Use this after reviewing a screened order to mark it as approved, rejected, or blacklisted. This feedback trains the algorithm to better detect fraud patterns in future transactions. | | `FRAUDLABS_PRO_FLP_SCREEN_ORDER` | FraudLabs Pro Screen Order | Tool to screen orders for fraud. Use when you need to assess transaction risk before fulfillment. | | `FRAUDLABS_PRO_GET_ORDER_RESULT2` | Get FraudLabs Pro Order Result (v2) | Tool to retrieve an existing transaction from FraudLabs Pro fraud detection system using the v2 API. This API is only available for paid plans. | | `FRAUDLABS_PRO_GET_SMS_VERIFICATION_RESULT` | Get SMS Verification Result | Verify an OTP (one-time password) received via SMS. Returns 'Y' if the OTP is valid, 'N' if invalid or expired. Must be called after using Send SMS Verification to obtain a transaction ID. | | `FRAUDLABS_PRO_SEND_SMS_VERIFICATION` | Send SMS OTP Verification | Sends an SMS message containing a one-time password (OTP) to verify a user's phone number. The API generates a random 6-digit OTP, replaces the placeholder in your message template, and sends the SMS to the recipient. Returns a transaction ID that you must use with the Get SMS Verification Result action to verify the OTP the user enters. Testing: Use phone number '+11' for sandbox testing (no credits deducted). For verification testing with sandbox number, use OTP '123456'. | | `FRAUDLABS_PRO_SUBSCRIBE_PLAN` | Subscribe Reseller Plan | Tool to subscribe a reseller account to a specific plan. Use after obtaining a reseller API key and selecting a plan. Example: Subscribe user "john_doe" to the MICRO plan. | | `FRAUDLABS_PRO_WEBHOOK_ORDER_STATUS_CHANGED` | Test Order Status Changed Webhook Delivery | Tool to send a test webhook payload to the provided callback URL for FraudLabs Pro order status change notifications. This helps validate your endpoint behavior. Important: FraudLabs Pro webhook registration must be configured manually via dashboard. | ## Supported Triggers None listed. ## Troubleshooting ### Why is my API key rejected? Copy the key directly from the Composio dashboard. Atomic Agent requires ASCII characters because it sends the key in an HTTP header. Remove any extra characters introduced when copying. ### Why are Composio tools unavailable after saving a key? Check that you use Atomic Agent v0.5.6 or later and that Composio is enabled in your configuration. A "composio": { "enabled": false } setting disables the integration while keeping the saved key on disk. ### Does Composio have a free plan? The Hobby plan includes 100,000 tool calls per month. Composio-managed OAuth apps have a lower included allowance. See [Composio pricing](/pricing) for the current limits that apply to your connection. ## Complete Code None listed. ## Conclusion ### Use Fraudlabs pro from Atomic Agent With your account connected, ask Atomic Agent to work with Fraudlabs pro in natural language. You can connect more apps through the same Composio integration as you need them. Visit the [Atomic Agent website](https://atomicagent.io/?cta_placement=atomic-agent-site) or inspect the [Atomic Agent source code](https://github.com/AtomicBot-ai/atomic-agent?cta_placement=atomic-agent-repo). ## How to build Fraudlabs pro MCP Agent with another framework - [OpenAI Agents SDK](https://composio.dev/toolkits/fraudlabs_pro/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/fraudlabs_pro/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/fraudlabs_pro/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/fraudlabs_pro/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/fraudlabs_pro/framework/codex) - [OpenClaw](https://composio.dev/toolkits/fraudlabs_pro/framework/openclaw) - [Hermes](https://composio.dev/toolkits/fraudlabs_pro/framework/hermes-agent) - [Google ADK](https://composio.dev/toolkits/fraudlabs_pro/framework/google-adk) - [LangChain](https://composio.dev/toolkits/fraudlabs_pro/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/fraudlabs_pro/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/fraudlabs_pro/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/fraudlabs_pro/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/fraudlabs_pro/framework/crew-ai) - [Pydantic AI](https://composio.dev/toolkits/fraudlabs_pro/framework/pydantic-ai) - [AutoGen](https://composio.dev/toolkits/fraudlabs_pro/framework/autogen) ## Related Toolkits - [Addresszen](https://composio.dev/toolkits/addresszen) - Addresszen is a real-time address autocomplete and verification service. 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It delivers sales estimates, competitive insights, and optimization tools to boost your Amazon business. ## Frequently Asked Questions ### What are the differences in Tool Router MCP and Fraudlabs pro MCP? With a standalone Fraudlabs pro MCP server, the agents and LLMs can only access a fixed set of Fraudlabs pro tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Fraudlabs pro and many other apps based on the task at hand, all through a single MCP endpoint. ### Can I use Tool Router MCP with Atomic Agent? Yes, you can. Atomic Agent fully supports MCP integration. You get structured tool calling, message history handling, and model orchestration while Tool Router takes care of discovering and serving the right Fraudlabs pro tools. ### Can I manage the permissions and scopes for Fraudlabs pro while using Tool Router? Yes, absolutely. You can configure which Fraudlabs pro scopes and actions are allowed when connecting your account to Composio. You can also bring your own OAuth credentials or API configuration so you keep full control over what the agent can do. ### How safe is my data with Composio Tool Router? All sensitive data such as tokens, keys, and configuration is fully encrypted at rest and in transit. Composio is SOC 2 Type 2 compliant and follows strict security practices so your Fraudlabs pro data and credentials are handled as safely as possible. --- [See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)