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
14,669
GitHub Stars
78,935
-29% vs. Previous year
Software Value
$35.2M
Total Contributing Organizations
2,831
GitHub Forks
14,431
+16% 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
AAIF
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
AAIF
MCP
Introducing the MCPA: the First Official Certification for the Model Context Protocol
The Model Context Protocol (MCP) has quietly become one of the most important standards in agentic AI. In a little over a year, it went from a promising idea to the default way AI applications connec…
Agentic AI FoundationJuly 10, 2026
AAIF
MCP
Can MCP Help a Small Local Model Shine? Hands-on with Goose
I wanted to know whether the whole agent loop could run locally on my M3 24GB laptop: the model, the tools, and my MCP server on the same machine, with no cloud model provider in the loop.
Ana Jimenez SantamariaJuly 9, 2026
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