Hrushikesh Dokala developed core Model Context Protocol (MCP) server and client integrations for the atlanhq/agent-toolkit repository, focusing on developer experience and reliability. He implemented user and group management tooling, updated MCP headers for API requests, and migrated dependency management to UV, all supported by comprehensive documentation. Enhancements to asset search introduced a more fluent DSL pipeline with flexible input types, improving asset retrieval workflows. He also updated documentation and branding across related repositories, including modelcontextprotocol/servers, to reflect these changes. Using Python, YAML, and Bash, Hrushikesh delivered features with attention to maintainability, stability, and clear technical communication.