Critical-risk tools in Dataiku MCP
3 of the 9 tools in Dataiku MCP are classified as critical risk. This page profiles those tools specifically, with recommended policy actions and the attack patterns that target them.
Every operation listed below is an action PolicyLayer recommends controlling at the transport layer. Open any tool to see the full profile, risk score, and YAML policy snippet.
Tools at critical risk
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datasetDestructive 4/5Dataset ops: list/get/schema/preview/metadata/download/create/update/delete. get is summary-first; set includeDefinition=true to include full JSON definition.
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recipeDestructive 4/5Recipe ops: list/get/create/update/delete/download. get is summary-first; set includePayload=true to include payload snippets.
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scenarioDestructive 4/5Scenario ops: list/run/status/get/create/update/delete. get is summary-first; use includeScript/includeDefinition for details.
Attacks that target this class
Critical-risk tools in any server share these documented attack patterns. Each links to the full case and the defensive policy.
More on Dataiku MCP
Enforce policy on Dataiku MCP
One command generates a policy scaffold for every server in your MCP config.
npx -y @policylayer/intercept init