Run dual Monte Carlo simulations comparing full trade history vs recent window to detect regime divergence. Compares P(Profit), expected return, Sharpe ratio, and median max drawdown between the two periods. Returns a composite divergence score (0 = aligned, higher = more divergent).
AI agents call analyze_regime_comparison to retrieve information from Tradeblocks without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
Even though analyze_regime_comparison only reads data, uncontrolled read access leaks sensitive information and racks up API costs — an agent caught in a retry loop can make thousands of calls a minute without anyone noticing.
Attacks that exploit this kind of access
Run dual Monte Carlo simulations comparing full trade history vs recent window to detect regime divergence. Compares P(Profit), expected return, Sharpe ratio, and median max drawdown between the two periods. Returns a composite divergence score (0 = aligned, higher = more divergent). It is categorised as a Read tool in the Tradeblocks MCP Server, which means it retrieves data without modifying state.
Register the Tradeblocks MCP server in PolicyLayer and add a rule for analyze_regime_comparison: 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.
analyze_regime_comparison 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 analyze_regime_comparison 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 analyze_regime_comparison. 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.
analyze_regime_comparison 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.