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Cgisclair29

Rapid7 Bulk Export MCP

by Cgisclair29

Download Rapid7 Export

download_rapid7_export
Idempotent

Download a completed Rapid7 export and load its Parquet files into the local DuckDB database for querying and analysis. Use after export status confirms COMPLETE.

Instructions

Download a completed Rapid7 export and load into the database.

Call this after check_rapid7_export_status confirms the export is COMPLETE. Downloads the Parquet files and loads them into the local DuckDB database for querying.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
export_idYesThe export ID of a completed export.
export_typeNoType of export. One of "vulnerability", "policy", or "remediation".vulnerability

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observedv0.5.2

TDQS

A3.9/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description discloses that this tool downloads Parquet files and loads them into the local DuckDB database for querying, which adds side-effect context beyond the annotations. It also states the completion prerequisite. It does not detail overwrite behavior or failure handling, but idempotentHint and destructiveHint already cover safety expectations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is short and front-loaded with the core purpose. There is mild redundancy between the first sentence and the final sentence, both saying the export is loaded into a database, but overall every sentence carries useful information.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The description covers the key invocation context: call after status is COMPLETE, download Parquet files, and load into DuckDB for querying. With a complete input schema and an output schema present, an agent has enough information to invoke it correctly. The only notable gap is the relationship to load_rapid7_parquet.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema fully documents both parameters with clear descriptions, so the baseline is 3. The description adds no extra parameter-level meaning beyond restating 'completed export,' which the schema already includes.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb and resource: 'Download a completed Rapid7 export' and 'load into the database.' It is distinct from siblings like start_rapid7_export or check_rapid7_export_status, but it does not explicitly differentiate itself from load_rapid7_parquet, since both involve loading Parquet into DuckDB.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description explicitly says to call this after check_rapid7_export_status confirms the export is COMPLETE, giving clear timing guidance. It does not mention when not to use it or point to alternatives such as load_rapid7_parquet, but the prerequisite is concrete and actionable.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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