
What happened
The Agentic AI Foundation (AAIF), which oversees the Model Context Protocol (MCP) specification under the Linux Foundation, published a roadmap outlining five priority areas for the protocol's future evolution.
Why it matters
MCP has become the de facto industry standard for connecting AI tools and services. The roadmap signals a shift from simple chat-based interactions to supporting long-running AI agents, unifying all communication over HTTP, and adding enterprise-ready security features such as agent identity and token exchange protocols.
What to watch
The roadmap includes implementing server-initiated events so servers can push results to clients without polling, and improving the developer experience for SDKs used by both humans and AI. These changes are expected to make MCP more scalable and easier to deploy in enterprise environments.
Summaries like this, in your inbox every morning.
MCP started as a protocol for connecting Anthropic's Claude to external data sources in November 2024. After moving to the Linux Foundation in December 2025, it became an open standard. This roadmap builds on that foundation, addressing the shift from chat-based AI to agentic AI that can perform long-running tasks in the background. The focus on server-initiated events and HTTP unification reflects a need for more robust, scalable communication. Enterprise security is also a key concern, with plans to implement token exchange protocols and permission separation so agents can act on behalf of users without relying on human approval. These changes are likely to make MCP more viable for production use in large organizations.
Pick your industry and the AI tools you use, and get news related to your work every day.
Free · 30 seconds with Google · unsubscribe anytimeWhat is AIToday? →
Ask AI anything about this article. The AI reads this article, earlier AIToday articles, and Wikipedia, and cites its sources. Q&As are published on this page for other readers too.
ElevenLabs completed a $300 million employee tender at a $22 billion valuation, and co-founder Mati Staniszews…

On October 15, OpenAI announced the Rosalind Academic Plan, giving approved US university labs free access to…

A Qiita article compared automated red-teaming methods for LLM apps — GCG, PAIR, and TAP — using mock implemen…

Liquid AI released d1-ultra on October 15, 2026, an upgraded open-weights decision model that averaged 76.7 ac…

Circlia started a proof-of-concept for TASTE SIGNAL: visitors to Holland Village Cafe FUKUOKA taste cookies an…

In a webinar hosted by French Mathematical Society president Isabelle Gallagher, Fields Medal winner Hugo Dumi…
