Return Snowfakery + server capability info.

Use this tool first to understand what the server can do, including:

• Snowfakery version

• Supported output formats

• Server limits (timeout, max output, max reps)

• Available resources

List available Snowfakery example recipe files.

Returns a list of example recipe filenames from the bundled examples. Use prefix to filter results (e.g., "salesforce" for Salesforce examples).

Fetch a Snowfakery example recipe by name.

Returns the full text of the specified example recipe. Use list_examples first to see available examples.

Return the Snowfakery recipe JSON schema.

Use this schema to understand the structure of valid recipes and for validation purposes.

Search Snowfakery documentation for a query string.

Returns matching lines from the markdown documentation. Useful for finding specific syntax, features, or examples.

Validate a Snowfakery recipe without generating data.

Checks recipe syntax and structure. Returns validation errors if any. Use either recipe_path (file on disk) or recipe_text (inline YAML).

Parse and analyze a Snowfakery recipe structure.

Returns structural information about the recipe including:

• Tables and their fields

• Declared plugins and options

• Random reference usage

• Recipe version

Use this before running to understand recipe structure.

Run a Snowfakery recipe and generate fake data.

Executes the recipe and returns generated output along with artifact URIs. The complete output is always written to disk and available via the returned resource URI regardless of capture_output - that setting only controls how much of it also comes back inline in this response.

Generate a CumulusCI mapping.yml file from a Snowfakery recipe.

Creates the mapping file needed to load Snowfakery-generated data into Salesforce using CumulusCI. Returns a preview and artifact URI.

Create a recipe iteratively with validation.

This tool uses the LLM (via sampling) to draft a Snowfakery recipe, validates it, and if it fails, asks the LLM to fix it. Returns the final valid recipe or the last attempt.