"author:Nikhila-Dhevi-R" matching MCP servers:

Enables read-only diagnosis of deployment failures across AWS, Vercel, Docker, CI/CD, and application stacks by correlating project files, logs, and provider evidence into ranked findings with safe recommendations and verification steps.