AI++ // Is MCP dead already?


The last couple of weeks has seen the explosion of OpenClaw (née ClawdBot), developers around the world have finally found the agent that acts like the AI they've been promised. I'm personally a little concerned over the security and privacy aspects of letting a powerful agent run wild with an all access pass to your computer and all your data, but I am excited to see the experimentation. It's fun, and maybe a little silly, to see the growth of social media for agents, with Moltbook providing agents with their own Reddit. I've also spotted agent clones of LinkedIn, Instagram, and HackerNews, but no MySpace yet. I hope someone's agent is working on it, they need a space to get creative with CSS, show off their personality, and pick their top 8 agent friends.

In the newsletter this week we take a look at MCP vs Skills and what they are each for (spoiler, MCP isn't dead). MCP Apps have gone live in Claude, joining ChatGPT in supporting tools that respond with UI.

Enjoy the newsletter! And if you did, have your agent start a thread on Moltbook.

Phil Nash
Developer relations engineer for
Langflow

🛠️ Building with AI, Agents & MCP

MCP vs Skills

MCP is a little over a year old, yet the proclamations that it's over, replaced by agent skills, are getting louder. I think skills and MCP servers have different use-cases, skills being useful for your general purpose, personal agents that need a lot of options open to them. Whereas MCP servers work well for more structured agents that you might build for. others to use, where you take more control over the context and the tools that are required.

This is a more in-depth take on the competition between MCPs and skills. Alice Moore at builder.io broke down the difference between skills, rules and commands (and provided a good guide for writing great skills), while Phil Schmid shared how you should be building MCP servers.

If you're looking for easily installable skills, check out https://skills.sh/ from Vercel. But be careful, skills are not immune to security risks.

UIs over MCP

We shared details on the MCP Apps extension to the protocol in a previous newsletter, and now Anthropic has launched support for MCP Apps in Claude. Monday.com shared how they implemented MCP Apps for their server and what they learned along the way.

Remembering everything

OpenClaw is apparently very good at remembering things, and if you're trying to build memory into your own agents, then this break down of how OpenClaw remembers things is an excellent read.

🗞️ Other news

🧑‍💻 Code & Libraries

📅 Events

Are you in San Francisco on February 10th? If so, get on down to the Hacking Agents meetup. Don't wait, register now on Luma!

Enjoy this newsletter? Forward it to a friend.

2755 Augustine Dr, 8th Floor, Santa Clara, CA 95054
Unsubscribe · Preferences

AI++ newsletter

Subscribe for all the latest news for developers on AI, Agents and MCP curated by the Langflow team.

Read more from AI++ newsletter

Jensen Huang has declared on a podcast that we have reached AGI. For a very specific definition of AGI that probably doesn't agree with what you might think AGI is. One would have thought that the afterglow of NVIDIA GTC would have provided enough hype for at least the rest of the month. Meanwhile, for those building agents, there has been a lot of talk about CLIs and Agent Skills, and this week we focus on evaluating skills to make sure they do what they are supposed to. WebMCP has been an...

Agents are starting to take on a life of their own, and as agent builders we need to consider the potential outcomes. The story of the autonomous agent that was denied when it opened a pull request to contribute to matplotlib and consequently wrote a hit piece on the maintainer had opinions on the internet veering between a fabrication or the beginning of Skynet. I think the lesson we should be taking away from this is that the the end user of an agent is not the only human that may come into...

It seems I can't look at the internet without seeing talk of Ralph Wiggum or Gas Town. Developers are either running their coding agent in loops or strapping together many parallel coding agents. Coding agents are far and away the most successful agents out there right now, so I always think it's worth keeping an eye on. It's fun to see multiple sub-agents, roles, memory and coordination on one side and a loop on the other. This week in AI++ we have articles on building agent memory,...