Validate Python/SQL syntax of a recipe
AI agents call validate_recipe_syntax to retrieve information from Dataiku DSS MCP Server without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
This is a read-only operation that analyzes recipe code for correctness. It retrieves syntax information and provides feedback without side effects on data or infrastructure. Even if validation fails, the recipe remains unmodified. Misuse by an AI agent would be benign—at worst, it validates malicious code without executing it.
From the tool's definition Tool performs syntax validation only: 'Validate Python/SQL syntax of a recipe'. No modification, execution, or deletion of data occurs. The tool parses and checks recipe code without creating, modifying, or destructively altering any datasets or recipes.
Attacks that exploit this kind of access
Validate Python/SQL syntax of a recipe. It is categorised as a Read tool in the Dataiku DSS MCP Server MCP Server, which means it retrieves data without modifying state.
Register the Dataiku DSS MCP Server MCP server in PolicyLayer and add a rule for validate_recipe_syntax: 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 Dataiku DSS MCP Server. Nothing to install.
validate_recipe_syntax 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 validate_recipe_syntax 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 validate_recipe_syntax. 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.
validate_recipe_syntax is provided by the Dataiku DSS MCP Server MCP server (steven0lisa/mcp-dataiku). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
validate_recipe_syntax is one line of Dataiku DSS MCP Server's registry record.
The record carries the whole server: verified identity, auth posture, risk grade, every tool classified, recommended policy — re-checked continuously.
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