generate-data-mcp
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| GENERATE_DATA_API_KEY | Yes | Your Generate-Data.com API key | |
| GENERATE_DATA_API_BASE_URL | No | Base URL for the Generate-Data API | https://api.generate-data.com |
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": false
} |
| prompts | {
"listChanged": false
} |
| resources | {
"subscribe": false,
"listChanged": false
} |
| experimental | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| generate_dataC | Generate synthetic data rows. Returns CSV/text content or error message. |
| list_field_typesA | List available field types grouped by category. |
| get_field_optionsB | Get configuration schema for a field type. |
| propose_schemaC | Propose a schema from natural language. |
| refine_schemaC | Refine an existing schema via conversation. |
| get_api_usageB | Get current API key usage stats. |
| list_projectsA | List user's Projects (Premium). |
| generate_projectC | Generate all tables in a Project. Returns ZIP bytes as text or JSON error. |
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 8 tools
Each tool serves a distinct function: generating data, generating full projects, checking API usage, retrieving field options, listing fields, listing projects, proposing schemas, and refining schemas. No overlapping purposes.
All tool names follow a consistent verb_noun pattern with lowercase and underscores (e.g., generate_data, list_field_types). No mixing of styles.
With 8 tools, the set is well-scoped for the domain of synthetic data generation and schema management. It covers both creation and configuration without being overwhelming.
The tool set covers core workflows: generating data and projects, schema proposal/refinement, and listing field types and projects. Minor gaps exist (e.g., no delete or update for projects), but agents can still accomplish main tasks.