AI agents call preview_kql_table to retrieve information from Fabric Ontology MCP Server without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
Despite the empty description limiting confidence, the naming convention (preview_kql_table) strongly suggests this tool retrieves or displays data from a table without modifying it. KQL is primarily a query language for data exploration. Preview operations are typically non-destructive reads.
From the tool's definition Tool name 'preview_kql_table' indicates retrieval/querying of KQL (Kusto Query Language) table data for preview purposes. The 'preview' prefix suggests read-only inspection rather than modification.
Documented attack patterns abuse exactly the kind of access preview_kql_table gives an agent:
PolicyLayer is an MCP gateway — it sits between your AI agents and Fabric Ontology MCP Server, and nothing reaches the server without passing your rules. This is the rule we recommend for preview_kql_table:
{
"version": "1",
"default": "deny",
"tools": {
"preview_kql_table": {}
}
} preview_kql_table is read-only, so it stays allowed — but everything else on the server is denied unless you say otherwise.
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preview_kql_table. It is categorised as a Read tool in the Fabric Ontology MCP Server MCP Server, which means it retrieves data without modifying state.
Register the Fabric Ontology MCP Server MCP server in PolicyLayer and add a rule for preview_kql_table: 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 Fabric Ontology MCP Server. Nothing to install.
preview_kql_table 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 preview_kql_table 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 preview_kql_table. 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.
preview_kql_table is provided by the Fabric Ontology MCP Server MCP server (tmdaidevs/ontology-mcp-server). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Start from Fabric Ontology MCP Server, add the rest of your stack, and see everything your agents can call. Then put policy on all of it.
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45 Fabric Ontology MCP Server tools catalogued and risk-classified — across an index of 43,000+ MCP servers.