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przeslijmi

real-fake-data-mcp

by przeslijmi

List Real Fake Data generators

list_generators

Discover available data generators with their IDs, descriptions, and supported locales. Use this to identify which generator to pass to the generate tool.

Instructions

List every available Real Fake Data generator with its id, description and supported locales. Call this first to discover which generator ids the generate tool accepts (e.g. pl.pesel, pl.company, any.email).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior4/5

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

No annotations, but description implies a safe read operation listing all generators. Does not declare side effects or errors, but for a list tool that is acceptable.

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?

Two sentences, both productive: first states function, second gives critical usage guidance. No filler or redundancy.

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?

For a parameterless list tool, the description fully covers purpose, output contents, and integration with sibling tool. No gaps.

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, so schema coverage is 100%. Description adds value by specifying output fields (id, description, locales) and usage examples, going beyond the empty schema.

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?

States verb 'list' and resource 'every available Real Fake Data generator' with specific output fields (id, description, locales). Clearly distinguishes from sibling 'generate' by positioning it as a discovery tool.

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

Usage Guidelines5/5

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

Explicitly instructs to 'call this first' to discover generator ids accepted by the 'generate' tool, providing clear when-to-use and prerequisite context.

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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