AAIF
MCP Apps & UI
MCP Dev Summit 2026
ChatGPT apps aren't websites or mobile apps. They're a new primitive - lightweight tools invoked within a conversation, surfacing minimal UI to move the user forward.
April 13, 2026
PROJECT
Model Context Protocol
Model Context Protocol (MCP) is a protocol for seamless integration between LLM applications and external data sources.
Project Insights
Key metrics, providing insights into development activity
Health Score
Excellent (86)
Health Score measures a project's overall trustworthiness across four key areas: contributors, development, popularity, and security.
Total Contributors
14,803
GitHub Stars
77,099
-33% vs. Previous year
Software Value
$35.2M
Total Contributing Organizations
2,852
GitHub Forks
14,287
+11% vs. Previous year
First Commit
July 11, 2019
RECORDED MODEL CONTEXT PROTOCOL PROGRAMS
AAIF
MCP Apps & UI
MCP Dev Summit 2026
The AI hype cycle promised full automation. Reality delivered hallucinations and agents that guess when they should ask.
April 13, 2026
AAIF
MCP Apps & UI
MCP Dev Summit 2026
The next wave of MCP servers face the same challenge: discoverability. If an LLM doesn't know when to invoke your tool, it doesn't exist.
April 13, 2026
RECENT MODEL CONTEXT PROTOCOL BLOG AND NEWS
Ambassador
Model Context Protocol (test)
MCP 2026-07-28: What's Changing and How to Migrate
Explore MCP's biggest update since launch. Learn how the protocol evolves from local tool to distributed, stateless architecture for enterprise scale.
Akash JaiswalJuly 21, 2026
AAIF
MCP
MCP 7-28 Release Party — Come Celebrate With the AAIF Community Near You
The Model Context Protocol hits a major milestone, and we are marking it the right way: in person, with the people building it.
July 20, 2026
Ambassador
MCP
Introducing MCP 7-28 for AI Application Developers: What Goes Away, and What Might Break
Junghwan Park (9bow) is an AAIF Ambassador, a PyTorch Ambassador, and the lead maintainer of the PyTorch Korea User Group (PyTorchKR). A Korean version of this post is available here. TL;DR: MCP 7-28…
Junghwan ParkJuly 16, 2026
Subscribe
Subscribe to the AAIF Briefing
Weekly signal on standards, governance, and the people building the future. No fluff. Just what matters.