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Agentic AI Foundation

Anthropic’s Lessons from Building MCP Apps

MCP Apps exist because displaying data in chat is wasteful. Take the case of a simple request like “What’s the weather today in New York?” When a user asks for it, the model gets JSON from the tool, converts it to text, and sends it back, token by token. The user reads a wall of…

How to Submit your Project to the AAIF

The Agentic AI Foundation (AAIF) is now accepting project proposals. If you're building open source tooling or standards for agentic systems and want it to become part of the shared infrastructure this ecosystem runs on, submit your project for consideration today.

Closing the Context Gap: Why MCP + Skills Works

At the MCP Dev Summit 2026, Pedro Rodrigues, AI Tooling Engineer at Supabase, challenged a growing rift in the developer community. "People keep asking if they should build an MCP server or use Agent Skills," Rodrigues noted. "But that’s the wrong frame. They aren't competitors; they are the two halves of a working agent."