During July 2025, Isekpo enhanced the server quickstart documentation for the modelcontextprotocol/modelcontextprotocol repository, focusing on improving formatting consistency and clarity. By correcting code block delimiter annotations in Markdown, Isekpo ensured that setup instructions rendered reliably across different environments, directly addressing onboarding challenges for both developers and customers. The work emphasized documentation quality assurance, with careful attention to formatting standards and code block integrity. Although the contribution was limited to a single feature and did not involve bug fixes, Isekpo’s efforts in documentation and Markdown improved the reliability of the onboarding process and reduced support friction for the project’s server setup.