Model Context Protocol, every mention
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tap a year for its mentions
every year anyone Alessio Fanelli 118Shawn Wang 85Saoud (Saud) Rizwan 37David Soria Parra 31Nick Cooper / Brad 13Rohit Agarwal 10Antonio Scandurra 10Walden Yan 9Soham Ganatra 9Nina Lopatina 8
Verbatim, from the transcripts: the passages where Model Context Protocol comes up
Next 100x in AI: Inference, Networking, & Self-Optimizing Models — Philip Kiely & Ali Taha, Baseten
- ▶ 9:37 Shawn Wang And MCP is just another form of tool, right?
OpenAI’s Vision for the AI Super App — Akshay Nathan, OpenAI
- ▶ 50:45 Shawn Wang I do think that just relying on, like, just-in-time pulling of data for, let's say, via MCP, CLI, API, whatever you, whatever you do, still not enough. 2 times in the scene
The AI Frontier: from open weights to open research — Eiso Kant, Poolside AI
GitHub’s Agent Era: 14x Commits, 200M Developers, Copilot’s Next Act — Kyle Daigle
- ▶ 12:54 Kyle Daigle You know, it's usually like, uh, how do like a single skill that's going to identify the most important marketing information, given any MCP server, like this is the most important thing less about.
Devin’s 80% Moment: Background Agents, 7x PRs, & End of Hand-Held Coding — Walden Yan & Cole Murray
- ▶ 17:03 Cole Murray Whether through CLI, MCPs, other tools, you can then hook that into your production systems, primarily for like SRE type use cases, but you are not necessarily like trying to test your prod internal microservice through the system.
- ▶ 28:18 Walden Yan The thing we found is, so like MCPs, um, obviously it has been like, it's like really big explosion of, oh, you can go like integrate it with all these different things. 8 times in the scene
- ▶ 39:45 Walden Yan We've actually given Devon an MCP so they can just go arbitrarily message other Devons and create new Devons, et cetera.
AI Agents Need Computers: 74% MoM Growth, 850K/Day Runs, & New Agent Cloud — Ivan Burazin, Daytona
- ▶ 44:31 Shawn Wang I'm just kind of going through like the mental list of things that are in your favor, which is for example, MCP versus CLI. 2 times in the scene
⚡️ How to turn Documents into Knowledge: Graphs in Modern AI — Emil Eifrem, CEO Neo4J
- ▶ 24:00 Emil Eifrem Um, people don't talk about this, but like actually the initial MCP release includes like a tiny little in memory graph database.
Notion’s Sarah Sachs & Simon Last on Custom Agents, Evals, and the Future of Work
- ▶ 0:03 Simon Last I'm still bullish on MCPs in, in a certain environment. 6 times in the scene
- ▶ 41:11 Shawn Wang Talking about integrations, you prompted me, so I got to ask MCP, CLI, what's going on? 8 times in the scene
- ▶ 43:50 Sarah Sachs So we will always support our MCP insofar as other people are using MCPs, right? 5 times in the scene
- ▶ 49:04 Simon Last So, so we have like a tool integration abstraction, for example, and then MCP is like a type of integration.
Extreme Harness Engineering: 1M LOC, 1B toks/day, 0% human code or review — Ryan Lopopolo, OpenAI
- ▶ 38:29 Ryan Lopopolo Uh, there was one point where we had wired Playwright directly up to the Electron app, uh, with MCP. 2 times in the scene
- ▶ 49:54 unnamed speaker Integration layer, MCP is dead.
Marc Andreessen introspects on Death of the Browser, Pi + OpenClaw, and Why "This Time Is Different"
- ▶ 37:25 Marc Andreessen And so like this whole idea where we need like MCP and these like products, fancy protocols, whatever.
Anthropic’s Felix Rieseberg on AI Coworkers, Local-First Agents, and the Future of Knowledge Work
- ▶ 9:00 Alessio Fanelli You have obviously MCPs, you have skills, you have like, obviously the models, which is a big part.
- ▶ 14:40 Felix Rieseberg You're noticing that a lot of people, especially as the models get better, a lot of people throw up their hands when it comes to MCP connectors and they say, I'm not gonna, I'm not gonna go through like 4 times in the scene
- ▶ 25:50 Felix Rieseberg And you can kind of, kind of already see this in like skills and NTP servers, right? 3 times in the scene
- ▶ 38:25 Alessio Fanelli I think with MCPs, people do the same thing.
⚡️Monty: the ultrafast Python interpreter by Agents for Agents — Samuel Colvin, Pydantic
- ▶ 1:55 Samuel Colvin I don't think we've done anything particularly special in our MCP server, but because the AI can just go write SQL, it's way more powerful than I think on many platforms.
- ▶ 3:42 Samuel Colvin Uh, using code to call MCP servers.
- ▶ 29:50 Samuel Colvin So basically you can define an agent entirely in a TOML file, everything from the model to the system prompt to all of the capabilities, whether they be code mode or compaction or registering an MCP server. 3 times in the scene
⚡️ OpenClaw's Memory Sucks and the fix is simple — Dhravya Shah, Supermemory
- ▶ 0:59 Dhravya Shah So we had an NCP launch, and then we had another launch for the app itself. 3 times in the scene
Agent Inference at the "Speed of Light" — How NVIDIA moves like a $4.3 Trillion Startup
- ▶ 1:10:08 Kyle Kranen You could still do it by API, but like, there's this highlighting of like, what is the difference between like a CLI and an MCP, right?
Brex’s AI Hail Mary — With CTO James Reggio (acquired for $5B by Capital One!)
- ▶ 11:43 Alessio Fanelli We'll put the diagram in the video where you had the LLM gateway, you have like the whole MCP layer. 2 times in the scene
- ▶ 20:32 Alessio Fanelli What about MCPs as like sub agents? 2 times in the scene
Artificial Analysis: The Independent LLM Analysis House — with George Cameron and Micah Hill-Smith
- ▶ 47:48 Micah Hill-Smith Based on it, the things that, like, I find most impressive currently that I am somewhat surprised work really well in late 25 are that I can have models use Superbase MCP to read only, of course, run a whole bunch of SQL queries to do…
[State of Context Engineering] Agentic RAG, Context Rot, MCP, Subagents — Nina Lopatina, Contextual
- ▶ 14:20 Nina Lopatina I would say, you know, it didn't come out this year, but I think MCP has been a huge driver of context engineering. 8 times in the scene
One Year of MCP — with David Soria Parria and AAIF leads from OpenAI, Goose, Linux Foundation
- ▶ 0:17 Shawn Wang Uh, welcome back, David from Anthropic slash MCP. 7 times in the scene
- ▶ 3:40 Alessio Fanelli Um, I'm curious when the Agenteke Engineering Foundation got formed, or just the Agenteke Foundation, was there any discussion about any of these other protocols being a part of it, or, you know, Sean wrote a post called YMCP one, um,… 5 times in the scene
- ▶ 6:43 Shawn Wang Uh, so we're going to meet some of the others later, but maybe we'll just focus back on the sort of MCP development. 8 times in the scene
- ▶ 12:27 David Soria Parra MCP should also enable agents, and agents are inherently somewhat stateful, and there's some form of, like, long-term communication going between, like, the client and the server, and so we always looked for something like that. 3 times in the scene
- ▶ 18:02 David Soria Parra And so that's why we run MCP as like a really traditional open source, um, project with like a core maintainer group of like eight people that basically decide everything. 2 times in the scene
- ▶ 19:07 David Soria Parra We're making use of things like the MCP Atlas that we are like having in our model card of like making sure that like we were taking this large set of tools in the wild and make sure that our models work with that. 9 times in the scene
- ▶ 23:36 Shawn Wang Well, I think a lot of people are trying to place MCP versus skills. 6 times in the scene
- ▶ 27:00 Shawn Wang Actually, I think nobody understands, uh, enough how much anthropic dog foods MCP. 17 times in the scene
- ▶ 37:23 David Soria Parra These were things that were, that I did not know before, and I learned a lot about, like, okay, what does, like, a thing like an MCP, like a communication layer, need to look like if you have these, like, constraints that in a normal,… 4 times in the scene
- ▶ 39:28 David Soria Parra Like we, I think one thing I learned from sampling, like everyone wants to use tools with sampling in tools that are not exposed via the MCP server. 2 times in the scene
- ▶ 49:47 David Soria Parra And I think MCP I always see is like back to like, it's an application layer protocol.
- ▶ 50:12 Alessio Fanelli Around MCPs, another question I had is like, how do you see them as being used by developers to build AI apps versus being a protocol for AI consumers to plug? 6 times in the scene
- ▶ 52:28 Alessio Fanelli I'm curious about the MCP apps UI with what you're talking about, where it's like every client, like ChatGPT has their own, right? 9 times in the scene
- ▶ 58:18 David Soria Parra There might be clients that have like certifications that they are in Amplik and get like, um, a signature that they are like financial services, MCP clients, and they can prove it for the server. 6 times in the scene
- ▶ 1:01:09 Shawn Wang Um, but a lot of people are anxious about joining, MCP joining the Linux foundation. 4 times in the scene
- ▶ 1:04:12 Nick Cooper / Brad Our representative for AAIF as well as a core contributor to NCP. 2 times in the scene
- ▶ 1:05:16 David Soria Parra The first one is that on the MCP side, we always knew that we wanted to find a neutral home for MCP to make sure that the, uh, that the industry understands that this is, uh, stays open, that this is something safe to adopt. 4 times in the scene
- ▶ 1:07:35 Alessio Fanelli Is it, it's almost like it's an MCP so early that like, how do you even structure it in a way? 4 times in the scene
- ▶ 1:12:02 Nick Cooper / Brad Uh, for MCP, MCP apps that is brand new 8 times in the scene
- ▶ 1:23:01 Nick Cooper / Brad At the same time, it then gets to learn the lessons that all the other participants in the foundation do, and like, I found it really valuable over this past year, working with David and others on the MCP committee, about like, it's…
- ▶ 1:34:27 Jim Zemlin Like, just day one, so much momentum around MCP.
- ▶ 1:37:38 Nick Cooper / Brad So I think that MCP is starting to like approach that answer 2 times in the scene
Steve Yegge's Vibe Coding Manifesto: Why Claude Code Isn't It & What Comes After the IDE
- ▶ 16:06 Steve Yegge Well, so I just had three hour coffee, uh, uh, with, uh, Jeffrey Emanuel, who's, who's, he did the MCP agent mail.
- ▶ 35:09 Steve Yegge Um, like for example, I just found out today, not, not this, I was, I found out today about, it's called code MCP or something like that, where you, uh, yeah, instead of calling. 3 times in the scene
⚡️ Building the AI Hardware Engineer with Matthias Wagner, Co-founder of Flux
- ▶ 11:49 unnamed speaker Are you using MCP under the hood by any chance or regular function calling? 3 times in the scene
⚡️ 10x AI Engineers with $1m Salaries — Alex Lieberman & Arman Hezarkhani, Tenex
- ▶ 23:27 Shawn Wang Uh, the last time we were here in New York, MCP was kind of just taking off, and we did the workshop, and that really blew up, uh, MCP. 12 times in the scene
Anthropic, Glean & OpenRouter: How AI Moats Are Built with Deedy Das of Menlo Ventures
- ▶ 1:08:52 Shawn Wang Like, uh, and you know, speaking of Anthropic and like things that happened this year, MCP happened this year. 2 times in the scene
⚡ Inside GitHub’s AI Revolution: Jared Palmer Reveals Agent HQ & The Future of Coding Agents
The Agents Economy Backbone - with Emily Glassberg Sands, Head of Data & AI at Stripe
- ▶ 46:02 Emily Glassberg Sands Well, so we make it easy to monetize your MCP server.
Breaking AI to Fix It: Ian Webster's Journey from Discord's Clyde to Promptfoo's $18M Series A
- ▶ 13:57 Ian Webster I think the other thing is if, if you are testing an MCP client or server, we can do the, the like list tools on, on MCP to get, to get more information about that as well. 2 times in the scene
Terminal-Bench: Pushing Claude Code, OpenAI Codex, Factory Droid, et al to the limits
- ▶ 12:40 Mike Merrill Most people are using cloud code right now for software engineering, but as Alex mentioned, you can jack it into an MCP and get to do all kinds of things on your computer.
- ▶ 14:54 Alex Shaw Um, in that sense, I think it's a useful benchmark no matter where the agents actually get, like, distributed to the users, and that is a change that Mike mentioned earlier we had to make, is originally the way we formulated it, we wanted… 2 times in the scene
DevDay 2025: Apps SDK, Agent Kit, MCP, Codex and why Prompting is More Important than Ever
- ▶ 5:23 Alessio Fanelli Um, and when, so, uh, Apps SDK is built on the MCP protocol. 7 times in the scene
- ▶ 11:53 Christina Huang It's similar to kind of what you'd see for MCP tools of, you know, approving that an action can take place, um, but I think what we've seen with much more complex workflows from our users is that it's actually quite advanced, like, human… 2 times in the scene
- ▶ 26:38 Alessio Fanelli Um, how do you think about the MCP side? 5 times in the scene
- ▶ 28:55 Alessio Fanelli When I saw about three, four months ago, when you launched the forum for like signing with chat GPT interest, I think to me, that's kind of like the vision where I log in and I have the MCPs tied in
- ▶ 37:24 Alessio Fanelli And then what's like the MCP versus widget forest?
Taste is your Moat (Dylan Field of Figma)
- ▶ 14:08 Alessio Fanelli So for example, right now in Figma, I use the MCP to bring that code into cursor, my actual code base, but there's no way yet. 3 times in the scene
- ▶ 21:57 Dylan Field Around how do you basically use not just what's in Figma design as a source of truth, but also the tool calls that made via MCP and when they were made to understand what is the context that's changed, uh, since I last made a call.
- ▶ 27:57 Alessio Fanelli I have the NCP.
⚡️Claude Sonnet 4.5 and Anthropic's roadmap for Agents and Developers — Mike Krieger, Anthropic
- ▶ 12:30 Mike Krieger That's the thing I think about a lot where, you know, I get the question sometimes, like, is the future all MCP or is it browser use or computer use? 3 times in the scene
Amp: The Emperor Has No Clothes
- ▶ 41:33 Quinn Slack And MCP is another thing. 2 times in the scene
- ▶ 1:01:31 Alessio Fanelli My one task that I always use, we have built this kernel dream product, which is like an MCP playground and tester.
⚡️No, Don't Do Palantir for AI - Brendan Falk, Hercules (AUDIO FIXED)
- ▶ 19:16 Brendan Falk Everyone on Twitter has been saying for last year, MC, not last year, six months, MCP is going to solve integrations.
Context Engineering for Agents - Lance Martin, LangChain
- ▶ 50:21 Lance Martin I couldn't use MCP as MCP got, for example, you know, much more popular. 2 times in the scene
- ▶ 1:00:24 Lance Martin I actually thought the talk on MCP 2 times in the scene
⚡️Launching Ona: Coding Agent with Fully Sandboxed Cloud Environment
- ▶ 9:16 Chris (Christian Weichel) You know, inquiring things like that is, is something that you can also do in other ways, you know, connect an MCP server to, to GitHub API or something like that.
⚡️Composio: 10,000+ tools that evolve for Agents — Karan Vaidya and Soham Ganatra
- ▶ 1:23 Alessio Fanelli And you started this company before the MCP spec came out. 14 times in the scene
- ▶ 6:11 Soham Ganatra So I think like NCP, by the way, uh, so one of the really cool things that it ended up doing was it ended up sort of, uh, creating a very simple way to sort of integrate with universal science. 2 times in the scene
- ▶ 9:11 Alessio Fanelli I think there's a lot of people launching MCP servers, like you said,
- ▶ 14:37 Soham Ganatra And the reason sort of MCP helps here is because if you know, MCP allows you to do dynamic tool sort of like exposure, which means essentially like based on the query, I can decide what tools to expose and how to go about it. 7 times in the scene
- ▶ 16:19 Alessio Fanelli I was gonna say the other thing at the engineer world's fair and the MCP track was, uh, sampling, which was pretty new. 4 times in the scene
🕰️ The Oral History of Windsurf (ft. Varun Mohan, Scott Wu, Jeff Wang, Kevin Hou, Anshul R)
- ▶ 2:55:55 Kevin Hou We also allow people to implement things like custom MCP servers.
- ▶ 3:42:29 Alessio Fanelli And I, our friend Jason Liu, I saw you retweeted the MCP announcement that you guys had today at connection 2 times in the scene
Cline: The Collaborative AI Coder
- ▶ 7:46 Saoud (Saud) Rizwan Marketing guy, Nick Bauman, he uses it to connect to, you know, a Reddit MCP server, scrape content connected to an ex-MCP server and post tweets essentially. 3 times in the scene
- ▶ 12:17 Alessio Fanelli Is this something that has been recent for you, where, like, you're seeing more and more people use the MCP servers especially to do less technical thing, and that's an interesting area, or do you feel like programming is still, like, the…
- ▶ 12:51 Saoud (Saud) Rizwan What we've seen is while yes, like MC, the MCP ecosystem is growing and a lot of people are using for things outside of programming, the majority use case is mostly developer work. 7 times in the scene
- ▶ 16:16 Saoud (Saud) Rizwan A fundraiser with MCP, I think. 27 times in the scene
- ▶ 1:01:26 Shawn Wang And, and I go, you know, I think interplay between MCP and your system client, you know, recommended prompts, I think is what is ultimately making a good agent.
⚡️Warp 2.0: the Agentic Development Environment - Zach Lloyd and Ben Holmes
- ▶ 5:39 Zach Lloyd Now, you can kind of, like, MCP hook them up and, like, do stuff through MCP with them, but the command line is really an interface that's built for doing, and so when you give
- ▶ 9:39 Zach Lloyd So one is it's it, we now have full MCP support. 4 times in the scene
- ▶ 42:31 Zach Lloyd Now, it's not a complete solution, and, like, the complete solution is, like, that plus MCP, 2 times in the scene
- ▶ 48:41 Ben Holmes We have MCP support.
[AIEWF Preview] Containing Agent Chaos — Solomon Hykes
- ▶ 13:24 Solomon Hykes And now we've got MCP.
⚡️Multi-Turn RL for Multi-Hour Agents — with Will Brown, Prime Intellect
- ▶ 17:03 unnamed speaker You know, I know they deleted the tweet, but it's basically like, well, before, if you're putting all these MCPs, like, yeah, you have email access and all of this. 2 times in the scene
DeepWiki: The GitHub Encyclopedia
- ▶ 12:39 Silas Alberti There's also a guy who just built, like, an MCP server for DeepWiki, which I thought was pretty cool.
Claude Code: Anthropic's CLI Agent
- ▶ 4:52 Shawn Wang Yeah, I imagine, so like we're putting out the MCP episode this week, and I imagine MCP also now has a team around it in much the same way. 2 times in the scene
- ▶ 19:22 Alessio Fanelli How do you think about custom slash command, MCPs, like, how does this all tie together, you know? 10 times in the scene
- ▶ 1:12:09 Shawn Wang The Cloud MCP, blah, blah, blah, like all that has to kind of stay the same unless you really have a strong reason to change it.
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