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rapid7

Rapid7 Bulk Export MCP Server

Official
by rapid7

Get Rapid7 Schema

get_rapid7_schema
Read-onlyIdempotent

Retrieve column names and data types for Rapid7 database tables to understand available data before writing queries.

Instructions

Get the schema of all database tables.

Returns column names and data types for all existing tables: assets, vulnerabilities, policies, and vulnerability_remediation. Tables that have not been loaded yet are omitted.

Use this to understand what data is available before writing queries.

Returns: Table schemas as formatted JSON, keyed by table name

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

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

Annotations already declare readOnlyHint, destructiveHint, idempotentHint. The description adds valuable behavioral details: returns column names and data types, omits unloaded tables, and returns formatted JSON keyed by table name. No contradiction.

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

Conciseness5/5

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

Concise at 4 sentences with front-loaded main purpose. No wasted words; every sentence adds value. Clear structure: main action, output details, usage hint, return format.

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

Completeness5/5

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

Given no parameters and an existing output schema, the description is fully complete. It explains what the tool returns (schema of all tables, specific tables, omitted tables) and when to use it. No gaps remain.

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

Parameters4/5

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

No parameters exist (schema coverage 100%), so baseline is 4. The description does not need to add parameter info but effectively describes the output, which is the only relevant semantic.

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

Purpose5/5

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

The description clearly states the tool retrieves the schema of all database tables, listing specific table names (assets, vulnerabilities, etc.) and noting omitted tables. This distinctly differentiates from sibling tools like query_rapid7 or export-related tools.

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?

Explicitly advises using this tool to understand available data before writing queries, which is the primary use case. Does not specify when NOT to use it, but the context is sufficient for an agent to decide.

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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