• IDENTIFIED
  • FILTERED
  • MANUAL
  • LOGGED

How to validate suspicious visitor traffic with your AI

Connect Anura to your AI client to run instant fraud checks on incoming traffic data. Once connected, you can query specific identifiers to see if they are legitimate or part of a bot attack.

Ask AI about this page

Short answer

How can I use my AI to check if visitors are bots?

You give your AI an IP address or a User-Agent string, and it uses Anura to check those details against known fraud patterns. This lets you separate real users from automated scripts. You'll see the breakdown of how the AI handles these checks below.

Where the results land.

Fraud detection outcomes.

The AI processes your traffic data and routes the results to these specific outcomes.

IDENTIFIED

Fraud detection results

The AI flags specific IP addresses or User-Agents that match bot signatures. You get a clear verdict on whether the traffic is clean or malicious.

FILTERED

Clean traffic lists

The AI extracts only the legitimate identifiers from a messy log. You can then use this list to whitelist real users.

MANUAL

Human review needed

If the AI finds ambiguous traffic that doesn't clearly match a bot pattern, it flags it for you to inspect manually. This ensures you don't block real people by mistake.

LOGGED

Audit trail creation

The AI summarizes the fraud checks it performed. You get a record of which IPs were tested and what the Anura results were.

The workflow

What your AI does when traffic data arrives.

The AI acts as the bridge between your raw logs and Anura's fraud intelligence.

  1. Ingest traffic logs

    Your AI reads the IP addresses and User-Agents from your provided logs or text snippets.

    get_system_status

  2. Run fraud checks

    The AI sends each suspicious identifier to Anura to check for bot activity or fraudulent behavior.

    get_system_status

  3. Analyze results

    The AI compares the Anura response against your specific security requirements to determine the risk level.

    get_system_status

  4. Report findings

    The AI presents a summary of which visitors are safe and which ones are likely bots.

    get_system_status

Try it

Copy these to start.

Use these prompts to begin your fraud investigation.

Starting points

Replace the specific identifiers like IP addresses or log files with your actual data.

Anura Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_Cp5hQHtvZDO8Nyy2PG7Ov0ReK3yxZNhUjVOGInXv/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Anura capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "anura-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_Cp5hQHtvZDO8Nyy2PG7Ov0ReK3yxZNhUjVOGInXv/mcp"
    }
  }
}
Copy into chat04

  • Check this IP address for fraud using Anura: 192.168.1.1

  • Analyze these User-Agents from my server logs to see if they are bots: [Paste User-Agents]

  • Run a fraud check on the following list of IPs: [Paste IP list]

  • Summarize the fraud risk for the traffic in this log file: [Paste log content]

  • Claude
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Start here

Connect Anura once, then ask.

You only need to link Anura to your AI client once. After that, you can start asking about traffic data immediately.

Connect Anura to your AI

FAQ

How the task behaves

  • 01

    Can the AI block the IP addresses automatically?

    No. The AI can identify and flag suspicious IPs, but you must manually implement the block in your firewall or server settings.

  • 02

    Does the AI change my original log files?

    No. The AI only reads the data you provide to perform the checks; it does not modify your source files.

  • 03

    What information does the AI need to run a check?

    The AI needs either an IP address or a User-Agent string to query Anura.

  • 04

    Can the AI check traffic in real-time?

    The AI checks the specific data you provide in the chat. It does not continuously monitor your live traffic stream on its own.

  • 05

    Can the AI tell me why an IP was flagged?

    Yes, the AI will relay the specific fraud indicators returned by Anura for that identifier.

  • More questions about Anura? See everything the Anura Connector can do

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