Feels so empty without MCP
🧠 Model Context Protocol (MCP)
The Model Context Protocol (MCP) is a flexible, extensible protocol designed for AI-assisted coding, tool orchestration, and autonomous agent coordination. It enables clients (like Claude, Augment, or Browser) to call tools on an MCP server using structured JSON requests.
Developers expose functions using decorators like @mcp.tool() and run them in a persistent tool server (often implemented using FastAPI, Uvicorn, or similar stacks).
“MCP acts as the backbone of AI-first development workflows.”
🔧 Core Methods
add_tool(tool)call_tool(name, args)run(tool_name)list_tools(),list_resources(), etc.
🌐 Key Resources
| Type | Link |
|---|---|
| 🧾 Official Docs | https://mcp.dev/docs |
| 🧠 MCP Spec GitHub | github.com/aidenlx/mcp |
| 🔄 FastMCP (Python impl) | github.com/augment-ml/fastmcp |
| 🧪 JSON Protocol Playground | play.mcp.dev |
🖥️ Sample MCP Servers
| Server | Language | Description |
|---|---|---|
| fastmcp-server | Python | Base implementation of FastMCP |
| augment-code | Python | Code-generation-focused MCP client/server |
| claude-mcp-wrapper | JS | JavaScript MCP wrapper for Claude |
| mcp-browser | JS | A browser extension client for MCP |
| text-to-sql-mcp | Python | AI tool using LLM for converting text to SQL via MCP |
📚 Tutorials by Language
🐍 Python
- 📘 Intro to FastMCP
- 🎓 How to register a tool with
@mcp.tool - 🧪 Run a server using Uvicorn
- 📦 Build a complete CLI + Web MCP app
☕ Java
(Currently, official Java implementations are limited. MCP spec can be integrated using JSON-RPC-like patterns.)
- 🚧 Work-in-progress tutorials planned under: github.com/aidenlx/mcp/issues
🌐 JavaScript / TypeScript
- 💻 MCP Browser Client
- 🔌 Create tools in Node.js
- 🔧 Example MCP Tool UI: augment-ui
🦀 Rust
- 🔧 Unofficial MCP Integration in Rust (Community Plugin)
- 📚 JSON-RPC and tool registry logic can be adapted via Serde and Axum
🐹 Go
- 📦 MCP Adapter Template in Go
- 📄 Create MCP-compatible microservices via
net/httpand JSON serialization
🧩 C#
- 🛠️ Build MCP-compatible service using ASP.NET WebAPI
- 🔄 JSON tool interface via
System.Text.Jsonand endpoint routing
