Based on this YouTube video's total view count of 12.3K views and industry-standard rates, the estimated total earning is $9 - $25 through ad revenue. Historical data is not yet available to calculate daily, weekly, or monthly averages.

Explore Build Your Own MCP Server! with 12,395 views, 442 likes, and 10 comments. Experience the impact of this video content that has captured audience attention.

Ever wanted Claude or ChatGPT to read your local files, write to your database, or query your custom APIs without fragile, custom-built connectors? In this step-by-step tutorial, we build a custom Model Context Protocol (MCP) server from scratch using FastMCP, test it in the MCP Inspector, and configure it directly inside Claude Desktop. We explore the operational specifics of MCP development: how the FastMCP Python SDK reads type hints and docstrings to auto-generate JSON schemas for the LLM, how to configure the claude_desktop_config.json file, how to debug payloads inside the MCP Inspector, when to use stdio pipes versus Streamable HTTP transports, and how to scale remote deployments securely using OAuth 2.1. 📌 Timestamps: 0:00 - Introduction: Connecting Claude to Tokyo's Live Weather 0:23 - The Custom Connector Problem & The MCP Solution 0:49 - What is an MCP Server? (JSON-RPC over Pipes) 1:12 - The Three Server Primitives: Tools, Resources, and Prompts 1:32 - Step 1: Choosing Python and FastMCP 1:56 - Step 2: Ingestion (Token Chunking, Size Limits & Vector Embeddings) 2:12 - Designing Tools as Team Contracts (The Agent-Computer Interface) 2:30 - Step 3: Decorating Your First Tool with Python Type Hints 2:42 - The Magic of Docstrings: How the AI Decides to Call You 3:02 - Step 4: Booting the Server via Local Stdio Subprocesses 3:23 - Step 5: Debugging with the MCP Inspector 3:43 - Step 6: Integrating Your Server with Claude Desktop 4:02 - Step 7: Handshake Hand-offs & Automatic Tool Discovery 4:25 - Request Flow: Execution Logs & Response Validation 4:49 - Best Practices for Designing Clean MCP Tools 5:10 - How Servers Expose Tools, Resources, and Prompts 5:25 - Prompts & Templates: Standardizing Workflows 5:34 - Handling Runtime Errors & Server Crasies 5:53 - Going Remote: Switching from Stdio to Streamable HTTP 6:17 - Remote Security: Scoped Tokens and OAuth 2.1 6:45 - Deployment: Dockerizing and Shipping to the Cloud 7:06 - Hardening Your Server: Evals, Tests, and Logs 7:29 - The Mid-2026 Spec: Stateless HTTP, Extensions, and MCP Apps 7:47 - Publishing to the Official MCP Registry 8:09 - Common Mistakes to Skip (And Anthropic's Stewardship) 8:32 - Summary & Outro (Cloud Codes) 🔗 Resources & References: - Model Context Protocol (MCP) Official Documentation (modelcontextprotocol.io) - FastMCP Python Library Setup Guide (gofastmcp.com) If you found this database and protocol architecture comparison useful, subscribe to Cloud Codes. We take apart one systems design, network protocol, or backend framework like this every week. Build, solve, deploy. 👇 SUBSCRIBE & WATCH NEXT https://www.youtube.com/channel/UC0DZj1PNa_Fp0MU6uPSKv5w?sub_confirmation=1 📱 CONNECT WITH US Twitter/X: x.com/cloud_codes Join our developer community: discord.gg/HVnH9SY48 User Queries : how to build mcp server how to build mcp server python fastmcp tutorial code step by step claude desktop config json mcp configuration mcp inspector testing tools model context protocol tools resources prompts streamable http sse transport mcp mcp python virtual environment setup how to deploy mcp server to docker oauth 2.1 scoped tokens mcp security mcp app server rendered ui

With SocialCounts.org’s view counter, track your YouTube video’s live view count and YouTube likes count in real time with fast, reliable updates.

Watch every YouTube video live view count rise with our real-time YouTube views tracker—built for accuracy and minimal delay.

Follow YouTube real time views as they happen, using our dedicated view counter for YouTube videos.

Get up-to-date live view count on YouTube and see real-time growth with SocialCounts.org’s smart tracking tools.