real-fake-data-mcp
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| REAL_FAKE_DATA_API_KEY | No | API key sent as Authorization: Bearer <key>, lifting requests onto your metered plan. Omit to use the anonymous lane. | |
| REAL_FAKE_DATA_API_BASE_URL | No | Override the hosted API. Defaults to https://realfakedata-api.onrender.com; point it at a local API during development. |
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {
"listChanged": true
} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| list_generatorsA | List every available Real Fake Data generator with its id, description and supported locales. Call this first to discover which |
| generateA | Generate realistic synthetic data from one Real Fake Data generator. Pass a |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 2 tools
The two tools have completely distinct purposes: one lists available generators, the other generates data. There is no overlap or ambiguity.
Both tools use imperative verbs, but 'list_generators' follows a verb_noun pattern while 'generate' is just a verb, creating a slight inconsistency. The pattern is still clear and readable.
Two tools is minimal but appropriate for the server's purpose of discovering and generating synthetic data. The scope is well-defined without unnecessary extras.
The tools cover the essential workflow: discover generators and generate data. There is a minor gap in not having a tool to view detailed generator options, but the descriptions in list_generators suffice for basic use.