mcp

3 posts

Field NotesMarch 22, 20265 min read

hfpaper: why every AI agent needs a research librarian

I was feeding my son banana yogurt when I saw Hugging Face announce a new Papers skill for AI agents. Someone replied: "This needs a CLI." So I told my agents to build it. 45 minutes later, hfpaper was live — a single Go binary that gives any agent a research librarian. What it unlocks is bigger than the tool.

building ai-agents mcp forgeloop

Field NotesMarch 19, 20268 min read

The Last Protocol

MCP vs CLI is the wrong debate. Both are wrappers around the same thing. The real question is what happens when AI agents stop using our interfaces entirely.

mcp agentic-ai ai infrastructure

Field NotesAugust 8, 20256 min read

Model Context Protocol (MCP): How AI Agents Will Transform Messaging in 2025

Why MCP is the most important AI infrastructure you've never heard of. The 5 layers reshaping WhatsApp, Messenger, and human communication through AI agents.

mcp agentic-ai ai consciousness