Worked on the angr/angr repository to implement HTTP-based communication for the Angr MCP server, enabling remote control and expanding integration options for automation workflows. Developed new API endpoints and updated the command-line interface to accept HTTP parameters, making scripting and deployment more flexible. Focused on backend development using Python, with an emphasis on robust testing to ensure reliability of the new HTTP transport functionality. Enhanced test coverage and addressed lint issues in the MCP CLI tests, contributing to more stable and reproducible continuous integration. The work delivered a foundational feature for remote tooling while maintaining high standards for code quality and testing.