Trending Feed
12 posts loaded

MCP is the USB-C of AI tools. Here’s what’s actually happening when Claude accesses GitHub, Notion, or Jira. There are 3 parts: → MCP Host The AI app you use. Claude Desktop, Cursor, Windsurf, VS Code. This is where you type your prompt. It decides when external data is needed. → MCP Client Lives inside the host. Handles connection to MCP servers. One client per tool. → MCP Server Wrapper around the tool. GitHub, Notion, Jira, Slack, Postgres. Each exposes actions in a standard JSON-RPC format. Now the flow: → You say “create a Jira ticket” → Host routes to Jira client → Client calls MCP server → Server hits Jira API → Ticket created → Response comes back No custom integration needed. The server already exists. The host already knows how to use it. That’s the point. Before MCP → M apps × N tools = M×N integrations After MCP → M + N → Build once per tool → Works across every AI app This is why GitHub, Notion, Slack, and Figma are shipping MCP servers. Build once. Works everywhere. If you write backend APIs, you already understand this. MCP is REST for the AI layer. Save this. You’ll need it. I teach backend engineering, system design, and Gen Al in 1:1 sessions → For working developers across US, Canada, UK, Japan, Australia [keyword backend, keyword systemdesign, keyword mcp, keyword aiarchitecture, keyword apis]

How to build your own MCP Server 👨💻 In this video, I explain how to buiild your own MCP server from scratch. #mcp #ai #startup #developer

Comment “blog” & I’ll share the blog link & my notes with you in your DM 🤝🏻 (Make sure to follow else automation won’t work) Topic: MCP Server Save for your future interviews 📩 #dsa #systemdesign #tech #coding #codinglife [dsa, system design, MCP server, tech]

Comment “Skills” and I’ll send you all my Claude skills👇 Claude just killed website designers. You can now make stunning websites with insane animations using Claude Code, and it takes 3 steps to set up. 1. Search “UI/UX pro max skill” on Google, copy the URL, paste it into Claude and say “Install This Skill” 2 Go to 21st.dev’s magic chat, copy the MCP server command, paste it into Claude and say “Install This MCP Server” 3. Ask Claude to generate a stunning website That’s it. The output and animations are on another level. Shoutout @kylewhitrow for idea! Go follow him for if you want to learn about claude code. #ai #claude #claudecode #webdesign #aitools

I connected Github MCP server with cursor and it was crazy. #learninwithak #codinglife #codingwithai

If 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.

We shipped our startups API and MCP server in record time thanks to Devin by @trycognition and a secret workflow Comment “DEVIN” and I’ll send you the link

An MCP server (Model Context Protocol server) is a service that acts as a bridge between AI models and external data or tools. In simple terms, it allows an AI (like ChatGPT or other LLMs) to securely access real-world information and perform actions without directly embedding all that logic inside the model. Key idea Instead of hardcoding integrations, the AI connects to an MCP server which: * Exposes APIs/tools (e.g., database queries, file access, APIs) * Provides structured context/data * Handles authentication and permissions Why it’s useful * Keeps AI models lightweight and modular * Enables real-time data access * Improves security and control * Makes integrations plug-and-play

Stop your MCP servers from using up so much context. Use docker MCP to house all of your MCP servers. #claude #ai #vibecoding #coding #aiautomation

Your product needs an MCP server. Here’s how to set one up. #maven #llms #agenticai #claudecode

Comment “playwright” for the exact skill setup 👇 Playwright MCP takes a screenshot on every step so Claude can see the browser. 10-step task. 10 screenshots. 10 rounds of token burn before Claude does anything. The faster setup: wrap raw Playwright as a Claude Code skill. No MCP server. No screenshots. No config files. One script. Launch the browser, run the task, return text output, close. Claude reads text instead of looking at images. Twice as fast. Half the tokens. 20 lines of code. Write it once. Works on every project. Comment “playwright” for the skill 👇
Top Creators
Most active in #mcp-server
Reels Graph Intelligence.
Advanced mapping of high-affinity Instagram Reels semantic patterns identified within the #mcp-server ecosystem.
Strategic Implementation
Our semantic engine has identified these specific pattern clusters as high-affinity matches for #mcp-server. Integrated usage of #mcp-server with strategic Reels tags like #server and #mcp is statistically linked to a significant increase in initial Reels discovery velocity.
In-Depth Hashtag Analysis: #mcp-server
Expert Review • June 5, 2026 • Based on 12 Reels
Executive Overview
#mcp-server is an actively used Instagram hashtag. Across the 12 trending reels analyzed on this page, the content has accumulated a combined total of 4,165,268 views— demonstrating strong content velocity within this content vertical. The top creator ecosystem features 8 notable accounts, led by @mavgpt with 1,668,148 total views. The hashtag's semantic network includes 58 related keywords such as #server, #mcp, #servers, indicating its position within a broader content cluster.
Viewership & Reach Analysis
The 12 reels in this dataset have generated a combined 4,165,268 views, translating to an average of 347,106 views per reel. This strong average viewership suggests healthy algorithmic distribution. Reels using this hashtag are reliably reaching audiences interested in this niche.
The highest-performing reel in this dataset received 1,668,148 views. This viral outlier performance is 481% of the average reel performance in this set. This significant gap between the top performer and the average highlights the "viral lottery" nature of this hashtag — breakout hits can achieve massive scale.
Content Overview & Top Creators
The #mcp-server ecosystem is dominated by short-form video content (Reels), aligning with Instagram's algorithmic preference for video-first distribution. There are 8 distinct accounts contributing to the trending feed. The top creator, @mavgpt, has contributed 1 reel with a total viewership of 1,668,148. The top three creators — @mavgpt, @learninwithak, and @drcintas — together account for 71.9% of the total views in this dataset. The semantic network of #mcp-server extends across 58 related hashtags, including #server, #mcp, #servers, #mcp servers. Creators often use these tags together to reach overlapping audiences.
Discoverability & Reach Potential
The discoverability metrics for #mcp-server indicate an active content ecosystem. The average of 347,106 views per reel demonstrates consistent audience reach. For creators using #mcp-server, posting consistently with trending audio and relevant angles will help you get noticed.
Analyst Verdict
#mcp-server demonstrates the hallmarks of a steadily growing Instagram hashtag. With an average of 347,106 views per reel, the viewership metrics position this hashtag as a reliable reach driver. Creators like @mavgpt and @learninwithak are leading the charge, setting viewership benchmarks for the community.
Frequently Asked Questions
Everything about #mcp-server on Instagram
Global Reels Trends
Explore high-velocity Instagram Reels hashtags currently shaping global discovery.












