add_ab_test_variant
Add a variant to a draft campaign or sequence A/B test. Sequence variants receive their own editable email template. Variants cannot be added after the test has started. Sequence tests whose parent sequence is active require confirmLiveChange.
This record as markdown: /tools/io-github-polnikale-sequenzy-mcp/add-ab-test-variant.md
What add_ab_test_variant does on Sequenzy Mcp
AI agents use add_ab_test_variant to create or update resources in Sequenzy Mcp, usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your Sequenzy Mcp environment.
Why add_ab_test_variant is rated Medium
This tool creates or modifies A/B test variants within marketing campaigns and sequences. While it doesn't delete data (not Destructive) or execute arbitrary code (not Execute), it does modify marketing campaign configurations reversibly. The requirement for confirmation on live sequences and the ability to add variants to active sequences suggest significant operational impact.
From the tool's definition "Add a variant to a draft campaign or sequence A/B test" - creates a new test variant that modifies campaign/sequence structure.
Attacks that exploit this kind of access
The rule that runs add_ab_test_variant safely
PolicyLayer is an MCP gateway: it sits between your AI agents and Sequenzy Mcp, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For add_ab_test_variant, this is the rule to start with:
add_ab_test_variant stays usable, but capped: an agent stuck in a loop can't make hundreds of changes a minute. Everything else on the server is denied unless you say otherwise.
The button opens the PolicyLayer dashboard: create your workspace, connect Sequenzy Mcp, apply this rule, and every add_ab_test_variant call is checked against it from then on.
Questions about add_ab_test_variant
Add a variant to a draft campaign or sequence A/B test. Sequence variants receive their own editable email template. Variants cannot be added after the test has started. Sequence tests whose parent sequence is active require confirmLiveChange. It is categorised as a Write tool in the Sequenzy Mcp MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
Register the Sequenzy MCP server in PolicyLayer and add a rule for add_ab_test_variant: 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 Sequenzy Mcp. Nothing to install.
add_ab_test_variant is a Write tool with medium risk. Write tools should be rate-limited to prevent accidental bulk modifications.
Yes. Add a rate_limit block to the add_ab_test_variant 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 add_ab_test_variant. 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.
add_ab_test_variant is provided by the Sequenzy MCP server (Sequenzy/mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
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