ai-vault-mcp is now on PyPI

So ai-vault-mcp just shipped to PyPI. This is the package that lets you hook vault management directly into your AI workflows without reinventing the wheel every time you need secrets handling. The library sits between your model calls and your sensitive data, doing the boring infrastructure work so you can focus on actually building something useful.

Why does this matter if you're already using environment variables and .env files? Because those approaches don't scale when you're running distributed systems or spinning up multiple AI agents that each need different access levels to different resources. This package handles all that complexity for you, which means fewer security holes and faster iteration cycles when things change.

It's live now. Grab it with pip install ai-vault-mcp and start integrating it into your next project. The docs are there if you need them, and honestly the setup is straightforward enough that most people will have it working in under five minutes.