For startup ideas, trends and prompts to build them join ’m joined by Ras Mic to explain Model Context Protocol (MCP). Mic breaks down how MCPs essentially standardize how LLMs connect with external tools and services. While LLMs alone can only predict text, connecting them to tools makes them more capable, but this integration has been cumbersome. MCPs create a unified layer that translates between LLMs and services, making it easier to build more powerful AI assistants.
Timestamps:
00:00 – Intro
02:26 – The Evolution of LLMs: From Text Prediction to Tool Use
07:39 – MCPs explained
10:59 – MCP Ecosystem Overview
13:47 – Technical Challenges of MCP
15:05 – Conclusion on MCP's Potential
15:48 – Startup Ideas for Developers and Non-Technical Users
Key Points:
• MCP (Model ContextProtocol) is a standard that creates a unified layer between LLMs and external services/tools
• LLMs by themselves are limited to text prediction and cannot perform meaningful tasks without tools
• MCP solves the problem of connecting multiple tools to LLMs by creating a standardized communication protocol
• The MCP ecosystem consists of clients (like Tempo, Windsurf, Cursor), the protocol, servers, and services
1) What are MCPs and why should you care?
MCPs are NOT some complex physics theory – they're simply STANDARDS that help LLMs connect to external tools and services.
Think of them as universal translators between AI models and the tools they need to be truly useful.
This is HUGE for making AI assistants actually capable!
2) The Evolution of LLMs: From Text Prediction to Tool Use
Stage 1: Basic LLMs can only predict text
• Ask ChatGPT to send an email? "Sorry, I can't do that"
• They're glorified text predictors (if I say "My big fat Greek…" it knows "wedding" comes next)
• Limited to answering questions, not DOING things
3) The Current State: LLMs + Tools
Stage 2: LLMs connected to tools
• Companies like Perplexity connect LLMs to search engines
• This makes them more useful but creates problems
• Each tool = different "language" the LLM must learn
• Connecting multiple tools = engineering NIGHTMARE
This is why we don't have Jarvis-level assistants yet!
4) Enter MCPs: The Game-Changer
MCPs create a UNIFIED LAYER between LLMs and external services.
Instead of your AI speaking 10 different "languages" to use 10 different tools, MCPs translate everything into ONE language.
Result? LLMs can easily access databases, APIs, and services without massive engineering headaches.
5) The MCP Ecosystem Explained
The MCP system has 4 key components:
• MCP Client: User-facing apps like @tempoai, Windsurf, Cursor
• Protocol: The standardized communication method
• MCP Server: Translates between client and services
• Service: The actual tool (database, search engine, etc.)
Brilliant move by Anthropic: SERVICES must build MCP servers!
6) Why This Matters For Builders
For technical folks:
• Opportunity to build tools like MCP app stores
• Easier integration between services
• Less engineering headaches
For non-technical folks:
• Watch closely as standards evolve
• When standards finalize, new business opportunities will emerge
• Think of MCPs as Lego pieces you'll stack to build powerful AI apps
Notable Quotes:
"LLMs by themselves are incapable of doing anything meaningful… The only thing an LLM in its current state is good at is predicting the next text." – Ross Mike
"Think of every tool that I have to connect to make my LLM valuable as a different language… MCP, you can consider it to be a layer between your LLM and the services and the tools." – Ross Mike
LCA helps Fortune 500s and fast-growing startups build their future – from Warner Music to Fortnite to Dropbox. We turn 'what if' into reality with AI, apps, and next-gen products
BoringAds — ads agency that will build you profitable ad campaigns
BoringMarketing — SEO agency and tools to get your organic customers
Startup Empire — a membership for builders who want to build cash-flowing businesses
FIND ME ON SOCIAL
X/Twitter:
Instagram:
LinkedIn:
FIND MIC ON SOCIAL
X/Twitter:
Youtube:
GIVE IT UP FOR RAS MIC! LEGEND!
Legend!!
💯
So great at breaking down correlating tools and applications very quickly and clearly
Great explanations indeed, thanks for this video.
I saw the mcp workflow visual notes and thought, “Oh Greg started doing note taking like Rasmic.”
It was Rasmic’s notes.
Ras “Stepping up to the” Mic has graced us with his presence! I don’t consider things real in tech till Greg brings on a guest… being Ras Mic just double co-signs this topic! 👍🏾💯😎
i watched 20 MCP videos. Love that this dude just made it make sense. Please ASK HIM FOR A MORE DEEPER DIVE!!
Who’s this guy Where is the channel. name?
@@Satheeshkumar-dv1uu ras mic
He did it: https://www.youtube.com/watch?v=uWZ-Yqj8nhw
“MORE DEEPER?”
One of interesting cases of applying MCP is to connect voice ai like MiniMax or ElevenLabs to your call or your voice agent so it can automatically answer questions for you instead of just machine talking
Who is this guy!?
I haven’t listened to someone that has instantly hooked me like this with his engagement and charisma
Great guest
I just wanted to take a moment to express my sincere gratitude for the incredible content you create. Your YouTube videos and podcasts on startups, community-building, and entrepreneurship have been a game-changer for me. Each episode is filled with so much insight, practical advice, and a unique way of looking at things that makes me rethink my own approach to business and creativity.
Your words have inspired me to take action, to dream bigger, and to believe in the power of communities. I truly appreciate the effort and passion you put into sharing your knowledge with the world. It doesn’t go unnoticed, and it definitely makes an impact.
Thank you for being a source of motivation and wisdom. Wishing you continued success in all that you do!
Best regards, Sayfulloh
❤️❤️❤️
If this is not a boosted bot comment idk what is…
I saw 5 videos before coming to this one on MCP. By far the best explanation of why MCP is valuable
😂 Man I’m so glad I get to hear the first MCP explanation from Ras rather than some pseudo tech influencers
As someone also said, I’ve seen like 10 videos and this is the best breakdown! Especialy the part from 11:50 where Ras points out that the “MCP server is now in the hands of the service provider”. No one else brings this up. This was the missing piece that clarified how it all works 💪
REST as widely adopted industry standard with mature security and validation paradigm already provides this and works REMOTELY
I use many self custom made mcp just serve up in docker it’s really easy once you get the hang of it
I don’t think there’s anything stopping you from creating MCP servers for services provided by other companies. You’ll be a middle man that simplifies integrating them into agentic workflows, there’s value in that too (I guess).
He deserves to be called the “Professor.” Great video. Thank you.
Ras Mic is better than all of my university lecturers when it comes to simplifying complex stuff. I am lucky to have come across this video.
this guy is very good at explaining things in a non technical way
yep, he is
❤nk❤❤
no… he explained almost nothing..
@@inemanjayeah sorry my npc glitched out and I left this comment
He might be, but he does not use his skill here. All the information in this video is in the illustration, he added nothing.
That was best explanation I have found. I’m a software engineer and I think all of the non-techies trying to explain it is the problem. When a developer explains it, it made way more sense.
you really talked up this man’s explaining capabilities…he delivered on that praise. Good stuff
Brilliant episode!! I’ve seen a ton of different explanations and even some really good fairly clear versions, but Ras blows them all out of the water! This was so methodical and logical and plain spoken and clear. Simply awesome! Thank you Ras and Greg for bringing him on and sharing this with all of us!
This Ras Mic person is a natural teacher.. tried to find his linkedin but couldn’t
Couldn’t find a better explanation for this. The pedagogy is top notch. more from him please!!
Love the info! Perfect and clear explanations! Successfully set up my MCP today with connectivity to 262+tools all connected into my CRM application. Headache, yes, worth it ABSOLUTELY. Now the fun begins.
Mr. Professor is called a Professor for a reason. He not only explained it, he also talked about the downsides and the good sides.👏🏾👏🏾👏🏾
MCPs simplifying the communication between LLMs and tools is a game-changer. I’ve been using nocodeapi lately for connecting APIs, and it makes these concepts much more accessible. Thanks for the insights!
I don’t know what’s his technique, but understanding is as easy as drinking a cup of water with this man. 😊