Generate-Data

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npx agentmarket install connector/ns-3e-generate-data-mcp

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What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools

4 read · 0 write · 0 delete · 3 not yet classified

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1 (API keys, tokens or passwords)

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Python package

Tools (7)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

• gd_design_schema

  Design a dataset schema from natural language — one tool for both the first proposal and follow-up refinements. Behavior branches on args: - First call (propose): pass only `prompt` (and optionally `locale`, e.g. 'en_US', 'fr_FR'). `messages`/`current_schema` left unset. - Refine call: pass BOTH `messages` (the running conversation, list of `{"role": "user"|"assistant", "content": str}`) AND `current_schema` (the schema object returned by the prior call) together — `prompt` is still required by the signature but is not sent upstream for a refine call. If only one of `messages`/`curre…

• gd_generate_dataset

  Generate synthetic dataset rows from a field list. Use this when the user wants actual generated data (as opposed to schema design or field-type discovery). `fields` is a list of `{"name": str, "type": str, "options": dict}` (get valid `type` values from `gd_list_field_types`/`gd_get_field_type_options`). `format` must be one of `csv`, `json`, `xml`, `parquet`, `zip` (anything else returns an `unsupported_format` error). `num_rows` caps upstream row count; `settings` is an optional passthrough dict of generation settings. Returns the JSON envelope: on success `data.content` (csv/json/xml) or `…

• gd_generate_project

  Generate all tables in a Project and download the result (Premium tier only). `project_id` must be a positive integer (get one from `gd_list_projects`). `format` must be one of `csv`, `json`, `xml`, `parquet`, `zip` (default `zip`; anything else returns `unsupported_format`). Non-Premium API keys get a `tier_forbidden` error — upgrade the Generate-Data.com plan to use this tool. Returns the JSON envelope: on success `data.content` (csv/json/xml) or `data.content_base64` (parquet/zip, base64-encoded — never decode these as utf-8) plus `data.size_bytes`/`data.truncated`. On failure returns a cor…

• gd_get_field_type_options

  Get the configuration option schema for one field type (e.g. what options `email` or `date` accept). Use this before building a `fields` entry for `gd_generate_dataset` that needs non-default options. `field_type` must match `^[a-z0-9_]+$` (lowercase letters, digits, underscore only) — anything else returns `invalid_input` without calling upstream. Returns the option schema in `data`.

• gd_get_usage

  Get current API key usage stats (calls today, tier, limits). Use this to check remaining quota or confirm which tier the configured API key has before attempting a premium-only call. Takes no arguments. Returns the usage stats in `data`.

• gd_list_field_types

  List all available field types grouped by category. Use this to discover valid `type` values before calling `gd_generate_dataset` or to look up which category a field type belongs to. Takes no arguments. Returns the categorized field-type catalog in `data.categories`.

• gd_list_projects

  List the user's Projects (Premium tier only). Use this to discover `project_id` values before calling `gd_generate_project`. `limit` (default 20, max 100) and `offset` (default 0) page through the results; results are paginated client-side since the upstream API returns the full list. Non-Premium API keys get a `tier_forbidden` error — upgrade the Generate-Data.com plan to use this tool. Returns the page in `data` (`items`, `limit`, `offset`, `total_count`, `has_more`, `next_offset`).

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Weekly downloads

26

Last commit

Sep 8, 2026 (1 month ago)

Last release

Aug 3, 2026 (2 months ago)

Last package publish

Aug 3, 2026 (2 months ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Registry name

io.github.ns-3e/generate-data-mcp

Version

2.0.1

Auth

API key

Packages

pypi generate-data-mcp

License

MIT

Repository

github.com/ns-3e/generate-data-mcp

First seen

Oct 24, 2026

Last checked

Oct 24, 2026

Source

Official MCP Registrygithub-graphql