FaceTransformMCP copilot-instructions.md

Copilot Instructions for FaceTransformMCP

Sync from Docs

When working on a sync task (issue labeled auto-sync), follow these rules:

1. Source of truth — Clone/checkout AceDataCloud/Docs and read openapi/face.json (the OpenAPI spec).
2. Compare models — The Literal types in core/types.py must exactly match the model/enum values from the OpenAPI spec. Add missing values, remove deprecated ones.
3. Compare endpoints — Each endpoint in the spec should have a corresponding @mcp.tool() function in tools/. Add tools for new endpoints if needed.
4. Compare parameters — Each tool function's parameters should match the corresponding OpenAPI endpoint's request body schema.
5. Update defaults — If a new model becomes the recommended default, update the default in core/types.py.
6. Update README — Keep the model table and feature list in README.md current.
7. Add tests — For new tools or parameters, add test cases in tests/.
8. PR title — Use format: sync: <description> [auto-sync]
9. No changes needed — If everything is already in sync, close the issue with a comment.

Project Structure

core/
  config.py     — Settings dataclass (API token, base URL)
  server.py     — FastMCP server singleton
  client.py     — httpx async HTTP client
  types.py      — Literal types (models, enums)
  exceptions.py — Error classes
  utils.py      — Formatting helpers
tools/           — @mcp.tool() decorated async functions
prompts/         — LLM guidance prompts
tests/           — pytest-asyncio + respx tests

Development

pip install -e ".[dev]"
pytest --cov=core --cov=tools
ruff check .