Execute a SQL query against the DuckDB analytics database. SELECT runs freely. All mutating operations (DELETE, UPDATE, INSERT, CREATE, ALTER, DROP, TRUNCATE) require confirm=true \u2014 without it, returns a preview or confirmation prompt. Query trades (trades.trade_data, trades.reporting_data) ...
AI agents invoke run_sql to trigger actions in Tradeblocks. 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.
run_sql triggers real processes with real consequences. An agent gone sideways doesn't fire it once — it starts dozens of builds, sends mass notifications, or burns through compute before anyone looks up.
Attacks that exploit this kind of access
Execute a SQL query against the DuckDB analytics database. SELECT runs freely. All mutating operations (DELETE, UPDATE, INSERT, CREATE, ALTER, DROP, TRUNCATE) require confirm=true \u2014 without it, returns a preview or confirmation prompt. Query trades (trades.trade_data, trades.reporting_data) and market data (market.spot, market.enriched, market.enriched_context, market.spot_daily, market.option_chain, market.option_quote_minutes, market._sync_metadata). Trade queries should filter by block_id (e.g. WHERE block_id =. It is categorised as a Execute tool in the Tradeblocks MCP Server, which means it can trigger actions or run processes. Use rate limits and argument validation.
Register the Tradeblocks MCP server in PolicyLayer and add a rule for run_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 Tradeblocks. Nothing to install.
run_sql is a Execute tool with high risk. Execute tools should be rate-limited and have argument validation enabled.
Yes. Add a rate_limit block to the run_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.
Set action: deny in the PolicyLayer policy for run_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.
run_sql is provided by the Tradeblocks MCP server (tradeblocks-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.