MCP Cloud Operations Agent

Project guide

Project architecture · Interview questions and answers

Use the architecture document for the component diagram, implementation boundaries, and verification entry points. The interview guide includes source-backed answers and project walkthroughs.

Implementation map

Local setup and verification

From the repository root (the commands follow the checked-in manifests):

python3 -m venv .venv
source .venv/bin/activate
python -m pip install -r requirements.txt
python -m pytest -q

To serve the FastAPI application locally, install the server separately if it is not already available:

python -m pip install uvicorn
PYTHONPATH=src python -m uvicorn mcpcloud.main:app --reload

Level: 10 — MCP & Tool-Using Agents

Skills: Python, cloud read tools

Tools: list_gke, describe_vm, get_billing. Apply refused.

pip install -r requirements.txt
pytest -q

This is a local laptop proof. It does not call a hosted model and it does not apply production changes.