Get run history for a scenario
AI agents call get_scenario_run_history 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 tool queries historical execution data about scenarios. It retrieves information without side effects, making it a Read operation. The blast radius is minimal; misuse would only expose scenario execution metadata, not cause data loss or external actions. Severity is low because scenario run history is typically non-sensitive operational metadata.
From the tool's definition The tool name and description clearly indicate it 'Get[s] run history for a scenario' — a retrieval operation with no modification, creation, or deletion of data.
Attacks that exploit this kind of access
Get run history for a scenario. 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 get_scenario_run_history: 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.
get_scenario_run_history 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 get_scenario_run_history 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 get_scenario_run_history. 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.
get_scenario_run_history 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.
Every MCP server has a record like this.
Type a name, get the same breakdown: verified identity, auth posture, risk grade, capabilities, recommended policy.
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