Sampuli

Tools

Token cost is the o200k count of the tools list JSON, including schemas, before any tool is called.

• sampuli_list_countries

  List every country Sampuli can generate synthetic test data for (90 countries), with the ISO code used as a spec prefix.

• sampuli_describe_country

  List a country's available fields (phone, national ID, tax number, IBAN, SWIFT/BIC, card, …) and preset scenarios.

• sampuli_generate

  Generate format-true, entirely synthetic test data for a country. spec is "<country>.<selector>" where selector is a field key ("phone"), "person" (a full coherent record), or "preset:<key>" (a scenar

• sampuli_fetch

  Fetch synthetic test data from a natural request when you don't know the exact spec — e.g. "a SWIFT code for China", "Kenya phone number", "German passport", "a Nigerian BVN". Sampuli resolves the cou

• sampuli_list_types

  List the country-agnostic generic types (uuid, enum, int, float, date, vin, isbn, imei, mac, email, …) usable in a custom schema or as "any.<type>".

• sampuli_schema

  Generate rows from a custom schema, mixing generic types and country-accurate fields. Each field has a name and a type — a generic type ("uuid", "int:0,500", "enum:free,pro,team", "date:2021,2025") or