firebase-ml-api

The MCP Server project facilitates multi-agent conversation protocols and is designed to work with a specified OpenAPI URL. It includes tools for linting, testing, and publishing, supporting various transport modes and configuration through environment variables.

ruff

For code formatting and static checking

mypy

Static type checking

bandit

Security vulnerability detection

semgrap

Code pattern matching and security check

pytest

Unit Testing Framework

pre-commit

Pre-submission hook management

Hatch

Project construction and release tools