27.1K
MAModel Context Protocol (MCP), ill upload another video on what the best integrations are after I explore some more 😭 Follow for more CS content!
@madhubyte
#Model Context Protocol Mcp
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AW🚀 Unlock the power of MCP servers in 2025! Discover how Model Context Protocol is revolutionizing AI applications.
Discover these 3 essential MCP servers that every developer should be utilizing:
🔍 Brave Search MCP Server:
• Delivers real-time web search when your models need current information
• Perfect for finding the latest API changes not covered in your model
• Keeps your AI applications updated with the freshest data available
📚 AWS Documentation MCP Server:
• Streamlines AWS documentation searches and interpretation
• Makes complex technical information instantly accessible
• Enhances productivity when building on AWS infrastructure
🧑💻 GitHub MCP Server
• Create repositories, issues, and pull requests seamlessly
• Search and analyze your codebase for improvements and optimizations
🔗 Click the link in bio to get started!
What MCP servers would most benefit your current projects? Share your thoughts below.
Follow @awsdevelopers for more cloud content.
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#CloudComputing #generativeAI #DeveloperTools #AIInnovation #AWSCommunity
@awsdevelopers
132.1K
SAClaude Code context window tip: reduce token usage by up to 98%.
MCP tools are great for giving your AI agents abilities. But every tool interaction fills your context window from both sides... tool definitions going in, raw output coming out.
Context Mode MCP fixes this. It's been validated across 11 real-world scenarios, including test triage and error diagnosis.
If you're using Claude Code or any MCP-based agent, your context window is your most expensive resource. Stop wasting it.
How to reduce Claude Code token consumption?
What is Context Mode MCP server?
How to save context window with MCP tools?
#ai #aitools #coding #programming #chatgptprompts
@sabrina_ramonov
305.3K
BHChatGPT can write you an essay. But can it read your Google Drive? Check your calendar? Update your Slack?
Not without MCP.
The Model Context Protocol is the invisible standard that’s turning chatbots into agents that can actually do things. Think of it as USB-C for AI — one universal plug that connects any AI model to any tool.
Before MCP, connecting an AI to your tools meant building custom code for every single combination. 5 tools x 3 AI models = 15 separate integrations. Every time you switched AI providers, you rebuilt everything.
MCP fixes this. Build one connection and it works with Claude, ChatGPT, Gemini, and anything else that supports the protocol.
Created by Anthropic in November 2024 and now adopted by OpenAI and Google. Donated to the Linux Foundation in December 2025. Fully open source.
This is the protocol that makes AI agents possible. And almost nobody outside of developers knows it exists. Now you do.
Part 6 of the AI explainer series.
#AIExplained #MCP #AIAgents #HowAIWorks #modelcontextprotocol
@bhowmickgaurav
40.3K
PRStop getting confused by “Model Context Protocol” (MCP). Here is the easiest way to understand it. 🧠✨
Student = LLM 🤖
Teachers = External Data Sources 📊
The Connector = MCP 🌉
MCP is simply the protocol that helps our AI models safely “talk” to outside tools and data. Watch the reel for the full breakdown!
Share this with a friend who is getting into GenAI! 🚀
#ai #artificialintelligence #learning #tech #mcp
@pratham.learns.tech
42.2K
LEEveryone’s talking about MCP… but what is it really
MCP (Model Context Protocol) is a standard way to connect LLMs like ChatGPT or Claude to tools like Slack, Notion, GitHub, and more — without building custom integrations every time
One protocol. One connection layer. Way less dev pain
Comment “MCP” and I’ll send you a full setup guide + demo link #mcp #claude #chatgpt
@leadgenman
155.8K
LIComment “MCP” & I’ll send you the links via DM ✨
📜 The concept of MCP is very new. In late 2024, Anthropic introduced MCP (Model Context Protocol) because LLMs needed a cleaner, safer way to interact with the outside world. MCP is like giving models a shared language to access tools, trigger workflows, and pull data. The entire point of MCP is to make LLM’s more capable in a standardized way.
💡These are some of the resources I found helpful when starting to build MCP servers & clients. I limited it to beginner friendly resources I thought were great but lmk if it would be helpful to share more advanced finds as well. Hope this helps others!
Are there others you would add to the list? Lmk in the comments & as always Happy Building! 💻
Relevant tags 🏷️
[ai engineer, genai career, software engineer, software developer, MCP roadmap, how to learn ai, python for ai, lim from scratch, build in public, ai agent builder, deep learning 2025, ai portfolio project, ml roadmap, ai learning journey, agentic ai]
@lindavivah
6.8K
COComment "MCP" I will send you the notes link
Ever wondered how multiple services talk smartly without tightly coupling everything?
👉 MCP Server (Model Context Protocol Server) acts like a central brain that manages communication between different systems or tools.
Instead of every service directly calling each other, MCP sits in between and:
• Collects requests from clients
• Understands context (who is asking, what is needed)
• Routes the request to the right service
• Combines responses if needed and sends back
🔥 Why it’s powerful:
• Reduces tight coupling between services
• Makes systems scalable and flexible
• Helps manage complex workflows easily
💡 Real-life example:
Think of MCP like a Swiggy/Zomato for services — you place one order, and it coordinates with restaurants, delivery, and payments behind the scenes.
Follow for more system design & backend concepts 🚀
#aiengineering #MCP #softwareengineer #AI #code
@codewithmukul
355.4K
DRIf you’re coding with AI and not using MCPs, you’re falling behind.
These are three MCP servers that instantly level up how your AI works.
First is 21st Dev Magic MCP.
You describe a UI in plain English, and it generates clean, modern components in seconds.
Next is Browser MCP.
It lets your AI test websites like a real user, clicking buttons, filling forms, catching errors, and taking screenshots automatically.
And then, there’s Context7.
It gives your AI up-to-date code documentation for any prompt, so your model always knows the latest APIs, syntax, and best practices while coding.
Once you start using MCPs, your AI stops guessing and starts executing.
🔥 Comment “CODING” and I’ll send you the link to access them.
@drcintas
87.6K
RA5 Claude MCP Servers that you need to install #ai #tech
@raycfu
11.2K
TE4000+ integrations through one MCP server with apify
#agent #aiagent #cursor #windsurf #augment
@techfren
35.9K
COThe Model Context Protocol (MCP) uses a client-server architecture to standardize how AI applications (hosts) interact with external data and tools. It consists of MCP Hosts (e.g., Claude Desktop), which manage AI models; MCP Clients, which establish connections to servers; and MCP Servers, which provide data/capabilities via tools, resources, and prompts.
#dsa #leetcode #interviewprep #softwareengineering #placement
@codewithupasana
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