aaif

AAIF landscape

Observable AI cognition in Kotlin Multiplatform. Every agent decision emits a structured event — peer into the glass brain.

MCP server for NVIDIA GPU metrics give AI agents real-time access to GPU utilization, memory, temperature, and power

reShapr Community repo

Author a minimal AGENTS.md from your repo's facts. Never guessed.

Self-verifying agent skills. Your seal of approval. 🦭

AAIF-verified modern MCP setup optimised to 2026-07-28 (BETTER textbook). Rust · rmcp 3.0 · stdio.

Superseded by mcp-project-context (SEP-2577 deprecated Roots). Kept as a record — MCP roots for current-repo focus, no filesystem access.

Host-side injection of project identity into existing MCP tool parameters — zero server changes

Canonical specification, JSON Schema, and governance for the workspace.json open convention

Top-tier contribution fork for goose: contributor fast-path documentation and production adoption patterns for agent builders.

Educational material on goose, the open source agent runtime donated by Block to the Agentic AI Foundation in December 2025, alongside MCP and AGENTS.md.

Beginner-friendly MCP server: community toolkit for DevRel

🔌 Exposes Linux Foundation AAIF Agent Card over MCP — publish /.well-known/agent-card + bridge A2A and OASF to AAIF. MIT. By MEOK AI Labs.

Educational material on AGENTS.md, the open format for giving coding agents project-specific guidance, donated to the Agentic AI Foundation in December 2025.