Claude Code Skills vs MCPs: Complete Beginner's Guide 2026 скачать в хорошем качестве

Claude Code Skills vs MCPs: Complete Beginner's Guide 2026

Join the AI MBA to learn personally from me how to build with Claude Code ⤵️ https://www.skool.com/the-ai-mba Summary ⤵️ MCPs and Skills are two ways to extend Claude Code, but most people don't understand when to use which. In this video, I explain the key differences, set up the Notion MCP from scratch, create SOPs and database entries, then build a custom skill that goes beyond MCP limitations. You'll see the real trade-offs in action: MCPs are quick to set up but eat tokens and have gaps; skills take more effort but are precise and efficient. Links 🚀 Notion MCP: https://developers.notion.com/docs/mcp Claude Code Skills docs: https://docs.anthropic.com/en/docs/cl... Skill Creator skill: https://github.com/anthropics/skills/... Compound Engineering plugin: https://github.com/anthropics/skills Follow me on other platforms 😈 🕊️ Twitter/X: https://x.com/aniketapanjwani 💼 LinkedIn:   / aniket-a-panjwani   🤙 Work with me: https://contentquant.io Why watch? If this is your first view—hi, I'm Aniket! TLDR: I've worked for six years as an MLOps engineer at Zelle building financial AI models, automations and data pipelines saving consumers from tens of millions of dollars of fraud. Now, I use my professional and academic expertise (PhD Economics from Northwestern University) to help businesses automate tedious but critical processes to drive revenue and innovation. Hopefully I can help you improve your business, and in doing so, the rest of your life 🙏 Like, subscribe, and leave me a comment if you have a specific request! Thanks. 0:00 The most important Claude Code distinction: MCPs vs Skills 0:34 The access problem: AI lives in a box 1:15 What are MCPs? Model Context Protocol explained 1:23 The USB-C analogy for AI connections 2:07 Why Claude can't just use APIs directly 2:58 What MCP gives AI: tools, resources, prompts 4:08 The hidden token cost of MCPs 5:23 Skills are fundamentally different from MCPs 6:40 Progressive disclosure: why skills are efficient 7:32 Demo: Setting up Notion MCP from scratch 11:01 Testing the Notion MCP connection 12:48 Creating an SOP for video editing with MCP 16:53 MCP problem: large responses filling context 19:01 Uploading the SOP to Notion 20:06 Creating a new video entry in Notion database 21:04 MCP limitation: can't copy thumbnails 24:01 Discovery: file upload is in API but not MCP 24:38 Creating a skill to go beyond MCP limitations 26:01 Skill advantage: specifies exact database structure 27:30 Setting up Notion API key for skill 29:55 Success: thumbnail uploaded via skill 30:43 Summary: MCP vs Skill pros and cons 32:17 Guideline: explore with MCPs, then convert to skills 32:55 Bonus: healing skills when they break 34:16 Outro