Create a new experiment to test different image variants. WORKFLOW: 1) Create the experiment (starts in 'draft' status), 2) Use pictify_start_experiment to begin routing traffic, 3) Use pictify_get_experiment to monitor variant impressions/clicks, 4) Use pictify_complete_experiment to declare a w...
Risk signalsHigh parameter count (29 properties)
Part of the Mcp server.
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AI agents use pictify_create_experiment to create or modify resources in Mcp. Write operations carry medium risk because an autonomous agent could trigger bulk unintended modifications. Rate limits prevent a single agent session from making hundreds of changes in rapid succession. Argument validation ensures the agent passes expected values.
Without a policy, an AI agent could call pictify_create_experiment repeatedly, creating or modifying resources faster than any human could review. PolicyLayer's rate limiting ensures write operations happen at a controlled pace, and argument validation catches malformed or unexpected inputs before they reach Mcp.
Write tools can modify data. A rate limit prevents runaway bulk operations from AI agents.
{
"version": "1",
"default": "deny",
"tools": {
"pictify_create_experiment": {
"limits": [
{
"counter": "pictify_create_experiment_rate",
"window": "minute",
"max": 30,
"scope": "grant"
}
]
}
}
}See the full Mcp policy for all 31 tools.
These attack patterns abuse exactly the kind of access pictify_create_experiment gives an agent. Each links to the full case and the policy that stops it:
Other write tools across the catalogue. The same approach applies to each: rate-limit and validate the arguments.
Create a new experiment to test different image variants. WORKFLOW: 1) Create the experiment (starts in 'draft' status), 2) Use pictify_start_experiment to begin routing traffic, 3) Use pictify_get_experiment to monitor variant impressions/clicks, 4) Use pictify_complete_experiment to declare a winner. Requires at least 2 variants. Variant weights must sum to exactly 10000 (basis points, i.e., 5000 = 50%). The slug becomes part of the experiment URL and must be unique, 3-60 chars, lowercase alphanumeric and hyphens. For A/B tests, enable banditConfig to use Thompson Sampling auto-optimization.. It is categorised as a Write tool in the Mcp MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
Register the MCP server in PolicyLayer and add a rule for pictify_create_experiment: 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 Mcp. Nothing to install.
pictify_create_experiment 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 pictify_create_experiment 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 pictify_create_experiment. 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.
pictify_create_experiment is provided by the MCP server (@pictify/mcp-server). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Deterministic rules across all 31 Mcp tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.
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