Agent Quality MCP is a Python 3.12+ MCP server for validating Python workspace changes in temporary shadow copies. It accepts proposed file changes, applies text unified diffs away from the real repository, runs a small quality toolchain, and returns structured diagnostics for agents before they mutate production