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News and Views from the AAIF

6.18.26
  • 🔎 GitHub Gives Copilot Agents A Discovery Layer: GitHub launched Agent Finder for Copilot, letting agents search an index of MCP servers, skills, canvases, agents, and tools instead of loading everything into context upfront. The key piece is ARD, the open Agentic Resource Discovery spec developed with Microsoft, Google, GoDaddy, and Hugging Face. Discovery is a key missing ingredient for making MCP more useful and useable. GitHub
  • 🧭 Ai2 Gives Agents A Better Sense Of Motion: Ai2 released MolmoMotion, an open model for language-guided 3D motion forecasting. Given a video frame, points on an object, and a written instruction, it predicts where those points move next in 3D. For unseeing agents trying to plan for real physics, this is important. Motion and actual molecules will matter more and more for robots. AllenAI Blog
  • 🎮 Unreal Engine Adds Experimental MCP Support: Epic showed experimental MCP server support for Unreal Engine 5.8, letting agents connect more directly to the game engine’s tools and workflows. That matters because game engines are not just for games anymore. Model can start editing 3D virtual environments more easily, but also gives agents a better way to train on virtual worlds.  IGN
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Blog and Announcements

June 18, 2026 in Blog

Skills Over MCP

I’m a big fan and user of both MCP and Agent Skills, so when I learned there’s a Skills Over MCP working group (WG) that’s looking into integrating Skills with…
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June 18, 2026 in Blog

How Vstorm Put AGENTS.md Into Every AI Agent-Ready Project It Ships

Vstorm, an Applied Agentic AI Engineering Consultancy and AAIF Silver Member, embedded AGENTS.md auto-generation into its open source agentic AI project template. Every FastAPI + Next.js project the tool scaffolds…
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June 17, 2026 in Blog

MCP’s Missing Half: Why Second-Order Servers Don’t Exist Yet

MCP servers can call tools, but clients cannot expose them back to servers. Jerome Swannack, one of MCP's original architects, explains how client-to-server tool sharing could unlock more modular, pluggable…
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Projects

Model Context Protocol

An open protocol that enables seamless integration between LLM applications and external data sources and tools.

goose

An open source, extensible AI agent that goes beyond code suggestions. Install, execute, edit, and test with any LLM.

AGENTS.md

A dedicated, predictable place to provide the context and instructions to help AI coding agents work on your project.

agentgateway

Unified gateway for agentic AI, MCP, and services.

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