Hrushikesh Dokala developed core Model Context Protocol (MCP) server and client integrations for the atlanhq/agent-toolkit repository, focusing on enhancing 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. In parallel, he improved asset search by introducing fluent search capabilities and flexible DSL input types, streamlining asset retrieval workflows. Working primarily with Python, YAML, and Bash, Hrushikesh also updated documentation and branding across related repositories. His work emphasized maintainability, robust configuration, and clear technical guidance, addressing both backend and developer tooling needs.