Worked on enhancing the documentation for Proxy-backed MCP configuration in the chopratejas/headroom repository, focusing on making setup and integration more accessible for engineers. The contribution centered on creating detailed Markdown guides that illustrate how to configure stdio MCP servers to proxy URLs, including practical examples for multi-proxy scenarios and cases where proxies lack an HTTP MCP endpoint. By clarifying configuration steps and providing actionable guidance, the work aimed to reduce onboarding time and minimize misconfiguration risks. The technical approach emphasized clear documentation practices and effective use of Markdown to communicate complex setup procedures for proxy-based MCP deployments.