{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "hirotomasato/yowes",
 "name": "yowes",
 "owner": "hirotomasato",
 "slug": "hirotomasato-yowes",
 "github": "https://github.com/hirotomasato/yowes",
 "what": "Yowes is a headless MCP server in Python that generates realistic teacher verification documents, such as ID cards, licenses, and letters, for 13 countries.",
 "why": "",
 "language": "Python",
 "requirements": [
  "Python 3.10 or newer",
  "pip, or uv for the uvx route",
  "An MCP client that speaks stdio, such as the clients named in the README",
  "A test environment with synthetic data only"
 ],
 "audience_note": "Built for developers and QA engineers who need realistic synthetic document fixtures, and for agent builders who expose these tools over MCP.",
 "risk": "sensitive",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Work and operations",
 "url": "https://dedupedai.com/use-cases/hirotomasato-yowes/",
 "use_case_count": 3,
 "use_cases": [
  {
   "id": "hirotomasato-yowes--synthetic-teacher-docs-for-pipeline-testing",
   "title": "Generate synthetic teacher documents as test fixtures",
   "best": true,
   "url": "https://dedupedai.com/use-cases/hirotomasato-yowes/synthetic-teacher-docs-for-pipeline-testing/",
   "json": "https://dedupedai.com/use-cases/u/hirotomasato-yowes/synthetic-teacher-docs-for-pipeline-testing.json"
  },
  {
   "id": "hirotomasato-yowes--expose-multi-country-doc-generator-to-agent",
   "title": "Give an AI agent a country-aware document generator tool",
   "best": false,
   "url": "https://dedupedai.com/use-cases/hirotomasato-yowes/expose-multi-country-doc-generator-to-agent/",
   "json": "https://dedupedai.com/use-cases/u/hirotomasato-yowes/expose-multi-country-doc-generator-to-agent.json"
  },
  {
   "id": "hirotomasato-yowes--add-country-generator-to-yowes",
   "title": "Add a new country generator to the Yowes codebase",
   "best": false,
   "url": "https://dedupedai.com/use-cases/hirotomasato-yowes/add-country-generator-to-yowes/",
   "json": "https://dedupedai.com/use-cases/u/hirotomasato-yowes/add-country-generator-to-yowes.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}