Perform comprehensive dataset analysis and profiling
AI agents call analyze_dataset to retrieve information from ContextForge MCP Gateway without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
Dataset analysis and profiling are read-only operations that inspect and summarize data. No side effects, deletion, execution, or financial transactions are implied. Severity is medium because the tool may access potentially sensitive datasets at scale, and within a gateway that federates multiple backend services, the blast radius of data exposure could be non-trivial.
From the tool's definition 'analyze_dataset' and 'Perform comprehensive dataset analysis and profiling' — analysis and profiling imply reading/querying data without modification
Attacks that exploit this kind of access
Perform comprehensive dataset analysis and profiling. It is categorised as a Read tool in the ContextForge MCP Gateway MCP Server, which means it retrieves data without modifying state.
Register the ContextForge MCP Gateway MCP server in PolicyLayer and add a rule for analyze_dataset: 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 ContextForge MCP Gateway. Nothing to install.
analyze_dataset 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_dataset 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_dataset. 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_dataset is provided by the ContextForge MCP Gateway MCP server (jrmatherly/mcp-context-forge). 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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