List all available Dataiku projects
AI agents call list_projects 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 and returns information about existing projects without creating, modifying, deleting, or executing anything. It is a straightforward read operation with minimal risk; the worst-case scenario is exposure of project names and metadata, which does not affect data integrity or system functionality.
From the tool's definition Tool name is 'list_projects' and description states 'List all available Dataiku projects' — a retrieval operation with no side effects.
Attacks that exploit this kind of access
List all available Dataiku projects. 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 list_projects: 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.
list_projects 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 list_projects 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 list_projects. 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.
list_projects 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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