Get comprehensive statistics about a parquet file including numeric summaries, date ranges, and categorical distributions
AI agents call get_statistics to retrieve information from Parquet 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 statistical summaries from a parquet file. It performs no write, delete, execute, or financial operations. The operation is purely analytical and read-only, examining existing data to compute aggregate metrics such as numeric summaries, date ranges, and categorical distributions. There are no side effects or irreversible actions.
From the tool's definition Tool name 'get_statistics' and description 'Get comprehensive statistics about a parquet file including numeric summaries, date ranges, and categorical distributions' indicate a read-only operation that retrieves and analyzes data without modifying, deleting,…
Attacks that exploit this kind of access
Get comprehensive statistics about a parquet file including numeric summaries, date ranges, and categorical distributions. It is categorised as a Read tool in the Parquet MCP Server MCP Server, which means it retrieves data without modifying state.
Register the Parquet MCP Server MCP server in PolicyLayer and add a rule for get_statistics: 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 Parquet MCP Server. Nothing to install.
get_statistics 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_statistics 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_statistics. 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_statistics is provided by the Parquet MCP Server MCP server (markmhendrickson/mcp-server-parquet). 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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