affiliate_fraud_clickstream_detector
Analyzes affiliate clickstream data from Common Crawl to flag potential fraud patterns (duplicate IPs, rapid clicks, device spoofing). Designed for CMOs to validate affiliate traffic quality and prevent budget waste. Inputs: affiliate network name and date range. Outputs: fraud probability score,...
This record as markdown: /tools/io-github-getgapup-gapup-mcp/affiliate-fraud-clickstream-detector.md
What affiliate_fraud_clickstream_detector does on Gapup Mcp
AI agents call affiliate_fraud_clickstream_detector to retrieve information from Gapup Mcp without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
| Parameter | Type | Required | Description |
|---|---|---|---|
async | boolean | — | If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client ti |
threshold | number | — | Fraud probability threshold (0.1-0.99) |
date_range | object | Yes | |
affiliate_network | string | Yes | Name of the affiliate network to analyze (e.g., 'CJ Affiliate', 'Rakuten') |
Parameters from the server's own tool schema.
Why affiliate_fraud_clickstream_detector is rated Low
This tool performs data analysis and querying of affiliate performance metrics—a Read operation. While the output informs fraud detection (a sensitive business function), the tool itself only retrieves and analyzes existing data; it does not execute changes, delete records, or trigger financial transactions.
From the tool's definition The tool 'analyzes affiliate clickstream data' and 'outputs fraud probability score, suspicious IP list, and pattern analysis.' It retrieves and examines data without modifying, deleting, or executing external operations.
Attacks that exploit this kind of access
The rule that runs affiliate_fraud_clickstream_detector safely
PolicyLayer is an MCP gateway: it sits between your AI agents and Gapup Mcp, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For affiliate_fraud_clickstream_detector, this is the rule to start with:
affiliate_fraud_clickstream_detector is read-only, so it stays allowed. Everything else on the server is denied unless you say otherwise.
The button opens the PolicyLayer dashboard: create your workspace, connect Gapup Mcp, apply this rule, and every affiliate_fraud_clickstream_detector call is checked against it from then on.
Questions about affiliate_fraud_clickstream_detector
Analyzes affiliate clickstream data from Common Crawl to flag potential fraud patterns (duplicate IPs, rapid clicks, device spoofing). Designed for CMOs to validate affiliate traffic quality and prevent budget waste. Inputs: affiliate network name and date range. Outputs: fraud probability score, suspicious IP list, and pattern analysis. Keywords: affiliate fraud detection, clickstream analysis, marketing attribution, traffic validation. It is categorised as a Read tool in the Gapup Mcp MCP Server, which means it retrieves data without modifying state.
affiliate_fraud_clickstream_detector accepts 4 parameters: async, threshold, date_range, affiliate_network. Required: date_range, affiliate_network. The full parameter table on this page comes from the server's own tool schema.
Register the Gapup MCP server in PolicyLayer and add a rule for affiliate_fraud_clickstream_detector: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches Gapup Mcp. Nothing to install.
affiliate_fraud_clickstream_detector is a Read tool with low risk. Read-only tools are generally safe to allow by default.
Yes. Add a rate_limit block to the affiliate_fraud_clickstream_detector rule in your PolicyLayer policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.
Set action: deny in the PolicyLayer policy for affiliate_fraud_clickstream_detector. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.
affiliate_fraud_clickstream_detector is provided by the Gapup MCP server (https://mcp.gapup.io/mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
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