Get detailed bias analysis and metrics for debugging SACL decisions
AI agents call get_bias_analysis to retrieve information from SACL MCP Server without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
This tool retrieves and returns analysis data about the SACL system's bias detection decisions. It performs no modifications, deletions, code execution, or financial transactions. It is purely informational—examining metrics and analysis results to understand how the bias detection system is working. This is a read-only diagnostic operation with minimal blast radius.
From the tool's definition Tool is named 'get_bias_analysis' and described as retrieving 'detailed bias analysis and metrics for debugging SACL decisions'. The verb 'Get' and action 'debugging' indicate data retrieval and analysis inspection without modification.
Attacks that exploit this kind of access
Get detailed bias analysis and metrics for debugging SACL decisions. It is categorised as a Read tool in the SACL MCP Server MCP Server, which means it retrieves data without modifying state.
Register the SACL MCP Server MCP server in PolicyLayer and add a rule for get_bias_analysis: 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 SACL MCP Server. Nothing to install.
get_bias_analysis 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 get_bias_analysis 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 get_bias_analysis. 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.
get_bias_analysis is provided by the SACL MCP Server MCP server (ulasbilgen/sacl). 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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