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Model Context Protocol is quietly becoming the standard for how AI connects to everything. Here's what it is, why it matters, and how to build your own MCP server.
Every AI tool had its own way of connecting to external services. Claude had plugins. ChatGPT had function calling. Gemini had extensions. Every integration was custom-built, every connector was different.
Then Anthropic released MCP (Model Context Protocol) and everything changed. Think of it as USB-C for AI — one standard protocol that connects any AI to any tool.
| Concept | Explanation |
|---------|------------|
| Protocol | A standard for AI ↔ Tool communication |
| Server | Any service that exposes tools/resources to AI |
| Client | The AI app that connects to MCP servers |
| Tools | Actions the AI can take (read file, query DB, send email) |
| Resources | Data the AI can access (files, schemas, docs) |
One client, many servers. Each server exposes tools. The AI decides which tools to use.
Connect once, use everything. That's the power of a standard protocol.
Here's a real MCP server that exposes a weather API:
That's it. ~25 lines. Now any MCP client (Claude Code, Cursor, etc.) can call get_weather.
| Server | What It Does | Free? |
|--------|-------------|-------|
| Sanity | Query/create CMS content | ✅ |
| GitHub | PRs, issues, code search | ✅ |
| Slack | Send/read messages | ✅ |
| Playwright | Browser automation | ✅ |
| Firecrawl | Web scraping | Freemium |
| PostgreSQL | Direct database queries | ✅ |
| Figma | Read/write designs | ✅ |
| Context7 | Library documentation | ✅ |
Now Claude can query your Sanity CMS and manage GitHub repos — automatically.
| Use Case | MCP Servers Used | What Happens |
|----------|-----------------|-------------|
| Blog automation | Sanity MCP | AI creates/publishes blog posts directly |
| PR reviewer | GitHub MCP | AI reads PR, posts review comments |
| Design-to-code | Figma MCP + Playwright | AI reads Figma, generates React components |
| Documentation | Context7 MCP | AI fetches latest docs before answering |
MCP is becoming the de facto standard. Cursor supports it. Claude Code supports it. VS Code extensions support it. The ecosystem is growing exponentially.
💡 **My prediction:** Within a year, every developer tool will have an MCP server. Just like every website has a REST API today, every tool will have an MCP endpoint tomorrow.
If you're building developer tools, add MCP support now. Your future AI-integrated users will thank you. 🚀