Adviser to President Donald Trump and his Special Envoy Steve Witkoff has said that the work on security guarantees has largely been completed, following a meeting of the Coalition of the Willing in Paris.

President Donald Trump's administration and Ukraine's European allies converged toward an agreement to offer security guarantees long sought by Kyiv during a meeting in Paris. US special envoy Steve Witkoff said officials made significant progress on a plan to end Russia's war and "largely finished the security protocols.

The Model Context Protocol (MCP) changes this equation. Think of it as the "USB-C for AI." It's an open standard that allows us to plug our AI models directly into our security stack (SIEM, EDR, identity) without writing brittle, custom code for every single connection.