Victor contributed to the punkpeye/awesome-mcp-servers repository by developing a new Gibs MCP server entry focused on regulatory compliance, initially targeting EU frameworks such as the AI Act, GDPR, and DORA, and then expanding coverage to include global regulations. He implemented these features using Markdown for documentation and leveraged his expertise in AI and regulatory compliance to ensure article-level citations and clear commit traceability. Victor’s work broadened the product’s compliance capabilities, enabling customers to manage regulatory risk across multiple jurisdictions. The documentation updates and collaborative approach enhanced both the technical depth and the practical applicability of the compliance solution.