execute_sql · Vanna AI MCP Server MCP: Risk & Policy

WHAT IT DOES

What execute_sql does on Vanna AI MCP Server

AI agents invoke execute_sql to trigger actions in Vanna AI MCP Server. What it does depends on the arguments the agent supplies, and its effects often reach beyond the immediate call — builds kicked off, notifications sent, workflows started.

WHY IT NEEDS A POLICY

Why execute_sql needs a policy

This tool runs SQL queries against a database, which are external operations whose effects depend entirely on the query arguments provided. An AI agent could be prompted to execute destructive queries (DELETE, DROP TABLE) or write operations that permanently alter data.

From the tool's definition Tool description explicitly states 'Directly execute a SQL query' and cautions users that it can execute arbitrary SQL.

Attacks that exploit this kind of access

Recommended rule Ready

Verdict

execute_sql Rate-limited

execute_sql stays usable, but rate-capped — a runaway agent can't fire it dozens of times a minute. Everything else on the server is denied unless you say otherwise.

View as policy code

policy.json

{
  "version": "1",
  "default": "deny",
  "tools": {
    "execute_sql": {
      "limits": [
        {
          "counter": "execute_sql_rate",
          "window": "minute",
          "max": 10,
          "scope": "grant"
        }
      ]
    }
  }
}

RATE-LIMIT THIS TOOL →

Instant setup, no code required.

PolicyLayer is an MCP gateway: every tool call is checked against your rule before it reaches Vanna AI MCP Server, so you can run agents against it safely.

FAQ

Questions about execute_sql

What does the execute_sql tool do? +

Directly execute a SQL query (use with caution - read-only recommended). It is categorised as a Execute tool in the Vanna AI MCP Server MCP Server, which means it can trigger actions or run processes. Use rate limits and argument validation.

How do I enforce a policy on execute_sql? +

Register the Vanna AI MCP Server MCP server in PolicyLayer and add a rule for execute_sql: 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 Vanna AI MCP Server. Nothing to install.

What risk level is execute_sql? +

execute_sql is a Execute tool with high risk. Execute tools should be rate-limited and have argument validation enabled.

Can I rate-limit execute_sql? +

Yes. Add a rate_limit block to the execute_sql 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.

How do I block execute_sql completely? +

Set action: deny in the PolicyLayer policy for execute_sql. 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.

What MCP server provides execute_sql? +

execute_sql is provided by the Vanna AI MCP Server MCP server (lilgreml1n/vanna-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

// THE FULL RECORD

execute_sql is one line of Vanna AI 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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