johnxie · johnxie · Feb 12, 2026 · Feb 12, 2026
diff --git a/CONTENT_GAPS_ANALYSIS.md b/CONTENT_GAPS_ANALYSIS.md
@@ -6,8 +6,8 @@ This document tracks structural and quality gaps that impact completeness and di
 
 | Metric | Value |
 |:-------|:------|
-| Tutorial directories | 175 |
-| Tutorials with exactly 8 numbered chapters | 172 |
+| Tutorial directories | 177 |
+| Tutorials with exactly 8 numbered chapters | 174 |
 | Tutorials with >8 numbered chapters | 3 |
 | Tutorials with 0 numbered chapters | 0 |
 | Tutorials with partial chapter coverage (1-7) | 0 |

diff --git a/IMPORT_ROADMAP_TODO.md b/IMPORT_ROADMAP_TODO.md
@@ -61,6 +61,8 @@ This roadmap tracks the next highest-impact tutorial imports for `awesome-code-d
 | [`modelcontextprotocol/ext-apps`](https://github.com/modelcontextprotocol/ext-apps) | 1k+ | P1 | `pack-br` | done |
 | [`modelcontextprotocol/mcpb`](https://github.com/modelcontextprotocol/mcpb) | 1k+ | P1 | `pack-bs` | done |
 | [`modelcontextprotocol/use-mcp`](https://github.com/modelcontextprotocol/use-mcp) | 1k+ | P1 | `pack-bs` | done |
+| [`modelcontextprotocol/quickstart-resources`](https://github.com/modelcontextprotocol/quickstart-resources) | 900+ | P1 | `pack-bt` | done |
+| [`modelcontextprotocol/create-python-server`](https://github.com/modelcontextprotocol/create-python-server) | 400+ | P1 | `pack-bt` | done |
 
 ## P2 (Strategic Extensions)
 

diff --git a/README.md b/README.md
@@ -14,8 +14,8 @@
 
 [![Awesome](https://awesome.re/badge.svg)](https://awesome.re)
 [![GitHub stars](https://img.shields.io/github/stars/johnxie/awesome-code-docs?style=social)](https://github.com/johnxie/awesome-code-docs)
-[![Tutorials](https://img.shields.io/badge/tutorials-175-brightgreen.svg)](#-tutorial-catalog)
-[![Content Hours](https://img.shields.io/badge/content-1880%2B%20hours-orange.svg)](#-tutorial-catalog)
+[![Tutorials](https://img.shields.io/badge/tutorials-177-brightgreen.svg)](#-tutorial-catalog)
+[![Content Hours](https://img.shields.io/badge/content-1900%2B%20hours-orange.svg)](#-tutorial-catalog)
 [![Last Updated](https://img.shields.io/github/last-commit/johnxie/awesome-code-docs?label=updated)](https://github.com/johnxie/awesome-code-docs/commits/main)
 
 [**Browse Tutorials**](#-tutorial-catalog) · [**A-Z Directory**](discoverability/tutorial-directory.md) · [**Learning Paths**](#-learning-paths) · [**Contributing**](#-contributing) · [**Community**](#-community)
@@ -68,7 +68,7 @@ Use this quick-start map if you searched for a specific outcome.
 | build RAG systems | [LlamaIndex](tutorials/llamaindex-tutorial/) | [Haystack](tutorials/haystack-tutorial/) → [RAGFlow](tutorials/ragflow-tutorial/) |
 | run LLMs locally or at scale | [Ollama](tutorials/ollama-tutorial/) | [llama.cpp](tutorials/llama-cpp-tutorial/) → [vLLM](tutorials/vllm-tutorial/) → [LiteLLM](tutorials/litellm-tutorial/) |
 | build AI apps with TypeScript/Next.js | [Vercel AI SDK](tutorials/vercel-ai-tutorial/) | [CopilotKit](tutorials/copilotkit-tutorial/) → [LobeChat](tutorials/lobechat-ai-platform/) |
-| build MCP tools and integrations | [MCP Python SDK](tutorials/mcp-python-sdk-tutorial/) | [FastMCP](tutorials/fastmcp-tutorial/) → [MCP Servers](tutorials/mcp-servers-tutorial/) → [Awesome MCP Servers](tutorials/awesome-mcp-servers-tutorial/) → [Composio](tutorials/composio-tutorial/) → [Daytona](tutorials/daytona-tutorial/) → [GenAI Toolbox](tutorials/genai-toolbox-tutorial/) → [awslabs/mcp](tutorials/awslabs-mcp-tutorial/) → [MCP Inspector](tutorials/mcp-inspector-tutorial/) → [MCP Registry](tutorials/mcp-registry-tutorial/) → [MCP Specification](tutorials/mcp-specification-tutorial/) → [MCP TypeScript SDK](tutorials/mcp-typescript-sdk-tutorial/) → [MCP Go SDK](tutorials/mcp-go-sdk-tutorial/) → [MCP Rust SDK](tutorials/mcp-rust-sdk-tutorial/) → [MCP Java SDK](tutorials/mcp-java-sdk-tutorial/) → [MCP C# SDK](tutorials/mcp-csharp-sdk-tutorial/) → [MCP Swift SDK](tutorials/mcp-swift-sdk-tutorial/) → [MCP Kotlin SDK](tutorials/mcp-kotlin-sdk-tutorial/) → [MCP Ruby SDK](tutorials/mcp-ruby-sdk-tutorial/) → [MCP PHP SDK](tutorials/mcp-php-sdk-tutorial/) → [MCP Ext Apps](tutorials/mcp-ext-apps-tutorial/) → [MCPB](tutorials/mcpb-tutorial/) → [use-mcp](tutorials/use-mcp-tutorial/) → [MCP Use](tutorials/mcp-use-tutorial/) |
+| build MCP tools and integrations | [MCP Python SDK](tutorials/mcp-python-sdk-tutorial/) | [FastMCP](tutorials/fastmcp-tutorial/) → [MCP Servers](tutorials/mcp-servers-tutorial/) → [MCP Quickstart Resources](tutorials/mcp-quickstart-resources-tutorial/) → [Create Python Server](tutorials/create-python-server-tutorial/) → [Awesome MCP Servers](tutorials/awesome-mcp-servers-tutorial/) → [Composio](tutorials/composio-tutorial/) → [Daytona](tutorials/daytona-tutorial/) → [GenAI Toolbox](tutorials/genai-toolbox-tutorial/) → [awslabs/mcp](tutorials/awslabs-mcp-tutorial/) → [MCP Inspector](tutorials/mcp-inspector-tutorial/) → [MCP Registry](tutorials/mcp-registry-tutorial/) → [MCP Specification](tutorials/mcp-specification-tutorial/) → [MCP TypeScript SDK](tutorials/mcp-typescript-sdk-tutorial/) → [MCP Go SDK](tutorials/mcp-go-sdk-tutorial/) → [MCP Rust SDK](tutorials/mcp-rust-sdk-tutorial/) → [MCP Java SDK](tutorials/mcp-java-sdk-tutorial/) → [MCP C# SDK](tutorials/mcp-csharp-sdk-tutorial/) → [MCP Swift SDK](tutorials/mcp-swift-sdk-tutorial/) → [MCP Kotlin SDK](tutorials/mcp-kotlin-sdk-tutorial/) → [MCP Ruby SDK](tutorials/mcp-ruby-sdk-tutorial/) → [MCP PHP SDK](tutorials/mcp-php-sdk-tutorial/) → [MCP Ext Apps](tutorials/mcp-ext-apps-tutorial/) → [MCPB](tutorials/mcpb-tutorial/) → [use-mcp](tutorials/use-mcp-tutorial/) → [MCP Use](tutorials/mcp-use-tutorial/) |
 
 ---
 
@@ -97,7 +97,7 @@ This section tracks high-impact open-source vibe-coding and coding-agent ecosyst
 ```
  ╔════════════════════════════════════════════════════════════╗
  ║  🤖  AI & AGENTS  │  🔧  DEV TOOLS  │  🗄️  DATA  │  🎤 SPEECH  ║
- ║   67+ tutorials    │   35 tutorials  │  14 tutorials │  3 tutorials  ║
+ ║   67+ tutorials    │   37 tutorials  │  14 tutorials │  3 tutorials  ║
  ╚════════════════════════════════════════════════════════════╝
 ```
 
@@ -220,6 +220,8 @@ AI coding assistants, build systems, and dev infrastructure.
 | **[MCP Python SDK](tutorials/mcp-python-sdk-tutorial/)** | 21.4K+ | Python | Building MCP servers and tool integrations |
 | **[FastMCP](tutorials/fastmcp-tutorial/)** | 22.8K+ | Python | MCP server/client framework, transports, and integration workflows |
 | **[MCP Servers](tutorials/mcp-servers-tutorial/)** | 77.6K+ | Multi-lang | Reference MCP server implementations |
+| **[MCP Quickstart Resources](tutorials/mcp-quickstart-resources-tutorial/)** | 984+ | Multi-lang | Official cross-language weather server and client quickstart corpus with smoke tests and protocol helpers |
+| **[Create Python Server](tutorials/create-python-server-tutorial/)** | 476+ | Python/uv | Archived official scaffold tool for bootstrapping MCP Python servers with template-driven resources/prompts/tools |
 | **[Awesome MCP Servers](tutorials/awesome-mcp-servers-tutorial/)** | 80.7K+ | Curated List | MCP server discovery, evaluation, and operations |
 | **[Composio](tutorials/composio-tutorial/)** | 26.5K+ | Python/TypeScript | Agent toolkit integration, auth, providers, and MCP patterns |
 | **[GenAI Toolbox](tutorials/genai-toolbox-tutorial/)** | 12.9K+ | Go/Node/Python | MCP-first database tools, `tools.yaml` control plane, and connector operations |
@@ -367,12 +369,12 @@ Continue ──→ Aider ──→ OpenHands ──→ Claude Code ──→ Cla
 > *"I want to build AI tool servers and extend Claude with custom capabilities"*
 
 ```
-MCP Python SDK ──→ FastMCP ──→ MCP Servers ──→ Awesome MCP Servers ──→ Composio ──→ Daytona ──→ GenAI Toolbox ──→ awslabs/mcp ──→ MCP Inspector ──→ MCP Registry ──→ MCP Specification ──→ MCP TypeScript SDK ──→ MCP Go SDK ──→ MCP Rust SDK ──→ MCP Java SDK ──→ MCP C# SDK ──→ MCP Swift SDK ──→ MCP Kotlin SDK ──→ MCP Ruby SDK ──→ MCP PHP SDK ──→ MCP Ext Apps ──→ MCPB ──→ use-mcp ──→ MCP Use
- (build             (build servers      (reference        (discovery and          (tool + auth   (sandbox        (db-focused           (aws server          (debug +            (publish +           (protocol             (client/server         (go sdk +            (rust rmcp +         (java sdk +          (csharp sdk +         (swift sdk +          (kmp core +            (ruby server +          (php server +          (interactive ui +      (bundle pack +         (react hook +         (full-stack
-  servers)           fast)               implementations)  curation)               runtime)       infra)          mcp control plane)    ecosystem)           transport tests)     discovery ops)        contract deep dive)    sdk internals)         conformance)          task/oauth focus)      spring modules)        aspnet filters)        lifecycle controls)    transport model)        client workflow)        discovery model)        host bridge model)      sign verify)            archived guidance)      mcp workflows)
+MCP Python SDK ──→ FastMCP ──→ MCP Servers ──→ MCP Quickstart Resources ──→ Create Python Server ──→ Awesome MCP Servers ──→ Composio ──→ Daytona ──→ GenAI Toolbox ──→ awslabs/mcp ──→ MCP Inspector ──→ MCP Registry ──→ MCP Specification ──→ MCP TypeScript SDK ──→ MCP Go SDK ──→ MCP Rust SDK ──→ MCP Java SDK ──→ MCP C# SDK ──→ MCP Swift SDK ──→ MCP Kotlin SDK ──→ MCP Ruby SDK ──→ MCP PHP SDK ──→ MCP Ext Apps ──→ MCPB ──→ use-mcp ──→ MCP Use
+ (build             (build servers      (reference        (multi-lang             (python scaffold        (discovery and          (tool + auth   (sandbox        (db-focused           (aws server          (debug +            (publish +           (protocol             (client/server         (go sdk +            (rust rmcp +         (java sdk +          (csharp sdk +         (swift sdk +          (kmp core +            (ruby server +          (php server +          (interactive ui +      (bundle pack +         (react hook +         (full-stack
+  servers)           fast)               implementations)  quickstart set)         bootstrap path)         curation)               runtime)       infra)          mcp control plane)    ecosystem)           transport tests)     discovery ops)        contract deep dive)    sdk internals)         conformance)          task/oauth focus)      spring modules)        aspnet filters)        lifecycle controls)    transport model)        client workflow)        discovery model)        host bridge model)      sign verify)            archived guidance)      mcp workflows)
 ```
 
-**Duration:** 88-120 hours | **Difficulty:** Intermediate to Advanced
+**Duration:** 95-130 hours | **Difficulty:** Intermediate to Advanced
 
 ### 🟢 Path 8: Speech & Voice AI
 
@@ -419,10 +421,10 @@ Dyad ──→ bolt.diy ──→ Cline ──→ Roo Code ──→ VibeSDK ─
 ╔══════════════════════════════════════════════════════════╗
 ║                  COLLECTION OVERVIEW                     ║
 ╠══════════════════════════════════════════════════════════╣
-║  📦 Total Tutorials        175                           ║
-║  📝 Numbered Chapters      1,403                         ║
-║  📏 Tutorial Markdown      473,000+ lines                ║
-║  ⏱️  Estimated Hours        1,880+                        ║
+║  📦 Total Tutorials        177                           ║
+║  📝 Numbered Chapters      1,419                         ║
+║  📏 Tutorial Markdown      474,000+ lines                ║
+║  ⏱️  Estimated Hours        1,900+                        ║
 ║  ✅ Local Broken Links      0                             ║
 ║  🧭 Structure Drift         0 (all root canonical)        ║
 ╚══════════════════════════════════════════════════════════╝

diff --git a/TUTORIAL_STRUCTURE.md b/TUTORIAL_STRUCTURE.md
@@ -17,7 +17,7 @@ tutorials/<tutorial-name>/
 
 | Pattern | Count |
 |:--------|:------|
-| `root_only` | 175 |
+| `root_only` | 177 |
 | `docs_only` | 0 |
 | `index_only` | 0 |
 | `mixed` | 0 |

diff --git a/categories/ai-ml-platforms.md b/categories/ai-ml-platforms.md
@@ -4,7 +4,7 @@
 
 ## Snapshot (February 12, 2026)
 
-- repository-wide tutorials: **175**
+- repository-wide tutorials: **177**
 - AI/agent + developer-tooling coverage: **largest cluster in the catalog**
 - canonical structure status: **all tracks publish full chapter sets**
 
@@ -17,7 +17,7 @@
 | Build vibe-coding products | [Dyad](../tutorials/dyad-tutorial/) | [bolt.diy](../tutorials/bolt-diy-tutorial/) → [VibeSDK](../tutorials/vibesdk-tutorial/) → [HAPI](../tutorials/hapi-tutorial/) |
 | Build RAG systems | [LlamaIndex](../tutorials/llamaindex-tutorial/) | [Haystack](../tutorials/haystack-tutorial/) → [RAGFlow](../tutorials/ragflow-tutorial/) |
 | Run LLMs in production | [Ollama](../tutorials/ollama-tutorial/) | [vLLM](../tutorials/vllm-tutorial/) → [LiteLLM](../tutorials/litellm-tutorial/) |
-| Build MCP integrations | [MCP Python SDK](../tutorials/mcp-python-sdk-tutorial/) | [FastMCP](../tutorials/fastmcp-tutorial/) → [MCP Servers](../tutorials/mcp-servers-tutorial/) → [Awesome MCP Servers](../tutorials/awesome-mcp-servers-tutorial/) → [Composio](../tutorials/composio-tutorial/) → [Daytona](../tutorials/daytona-tutorial/) → [GenAI Toolbox](../tutorials/genai-toolbox-tutorial/) → [awslabs/mcp](../tutorials/awslabs-mcp-tutorial/) → [MCP Inspector](../tutorials/mcp-inspector-tutorial/) → [MCP Registry](../tutorials/mcp-registry-tutorial/) → [MCP Specification](../tutorials/mcp-specification-tutorial/) → [MCP TypeScript SDK](../tutorials/mcp-typescript-sdk-tutorial/) → [MCP Go SDK](../tutorials/mcp-go-sdk-tutorial/) → [MCP Rust SDK](../tutorials/mcp-rust-sdk-tutorial/) → [MCP Java SDK](../tutorials/mcp-java-sdk-tutorial/) → [MCP C# SDK](../tutorials/mcp-csharp-sdk-tutorial/) → [MCP Swift SDK](../tutorials/mcp-swift-sdk-tutorial/) → [MCP Kotlin SDK](../tutorials/mcp-kotlin-sdk-tutorial/) → [MCP Ruby SDK](../tutorials/mcp-ruby-sdk-tutorial/) → [MCP PHP SDK](../tutorials/mcp-php-sdk-tutorial/) → [MCP Ext Apps](../tutorials/mcp-ext-apps-tutorial/) → [MCPB](../tutorials/mcpb-tutorial/) → [use-mcp](../tutorials/use-mcp-tutorial/) → [MCP Use](../tutorials/mcp-use-tutorial/) |
+| Build MCP integrations | [MCP Python SDK](../tutorials/mcp-python-sdk-tutorial/) | [FastMCP](../tutorials/fastmcp-tutorial/) → [MCP Servers](../tutorials/mcp-servers-tutorial/) → [MCP Quickstart Resources](../tutorials/mcp-quickstart-resources-tutorial/) → [Create Python Server](../tutorials/create-python-server-tutorial/) → [Awesome MCP Servers](../tutorials/awesome-mcp-servers-tutorial/) → [Composio](../tutorials/composio-tutorial/) → [Daytona](../tutorials/daytona-tutorial/) → [GenAI Toolbox](../tutorials/genai-toolbox-tutorial/) → [awslabs/mcp](../tutorials/awslabs-mcp-tutorial/) → [MCP Inspector](../tutorials/mcp-inspector-tutorial/) → [MCP Registry](../tutorials/mcp-registry-tutorial/) → [MCP Specification](../tutorials/mcp-specification-tutorial/) → [MCP TypeScript SDK](../tutorials/mcp-typescript-sdk-tutorial/) → [MCP Go SDK](../tutorials/mcp-go-sdk-tutorial/) → [MCP Rust SDK](../tutorials/mcp-rust-sdk-tutorial/) → [MCP Java SDK](../tutorials/mcp-java-sdk-tutorial/) → [MCP C# SDK](../tutorials/mcp-csharp-sdk-tutorial/) → [MCP Swift SDK](../tutorials/mcp-swift-sdk-tutorial/) → [MCP Kotlin SDK](../tutorials/mcp-kotlin-sdk-tutorial/) → [MCP Ruby SDK](../tutorials/mcp-ruby-sdk-tutorial/) → [MCP PHP SDK](../tutorials/mcp-php-sdk-tutorial/) → [MCP Ext Apps](../tutorials/mcp-ext-apps-tutorial/) → [MCPB](../tutorials/mcpb-tutorial/) → [use-mcp](../tutorials/use-mcp-tutorial/) → [MCP Use](../tutorials/mcp-use-tutorial/) |
 
 ## Featured AI/ML Tutorial Tracks
 
@@ -47,6 +47,8 @@
 - [MCP Ext Apps](../tutorials/mcp-ext-apps-tutorial/)
 - [MCPB](../tutorials/mcpb-tutorial/)
 - [use-mcp](../tutorials/use-mcp-tutorial/)
+- [MCP Quickstart Resources](../tutorials/mcp-quickstart-resources-tutorial/)
+- [Create Python Server](../tutorials/create-python-server-tutorial/)
 - [MCP Use](../tutorials/mcp-use-tutorial/)
 - [OpenAI Python SDK](../tutorials/openai-python-sdk-tutorial/)
 - [OpenAI Realtime Agents](../tutorials/openai-realtime-agents-tutorial/)

diff --git a/discoverability/tutorial-directory.md b/discoverability/tutorial-directory.md
@@ -2,7 +2,7 @@
 
 This page is auto-generated from the tutorial index and is intended as a fast browse surface for contributors and search crawlers.
 
-- Total tutorials: **175**
+- Total tutorials: **177**
 - Source: `scripts/generate_discoverability_assets.py`
 
 ## A
@@ -105,6 +105,8 @@ This page is auto-generated from the tutorial index and is intended as a fast br
   - A practical guide to `continuedev/continue`, covering IDE usage, headless/CLI workflows, model configuration, team collaboration, and enterprise operations.
 - [CopilotKit Tutorial: Building AI Copilots for React Applications](https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/copilotkit-tutorial/index.md)
   - Create in-app AI assistants, chatbots, and agentic UIs with the open-source CopilotKit framework.
+- [Create Python Server Tutorial: Scaffold and Ship MCP Servers with uvx](https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/create-python-server-tutorial/index.md)
+  - Learn how to use `modelcontextprotocol/create-python-server` to scaffold Python MCP servers with minimal setup, template-driven primitives, and publish-ready packaging workflows.
 - [CrewAI Tutorial: Building Collaborative AI Agent Teams](https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/crewai-tutorial/index.md)
   - **Latest Release (v0.193.0+)**: CrewAI has evolved significantly with support for GPT-4.1, Gemini-2.0/2.5 Pro, enhanced knowledge management, agent evaluation functionality, and improved Mem0 memory integration.
 - [Crush Tutorial: Multi-Model Terminal Coding Agent with Strong Extensibility](https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/crush-tutorial/index.md)
@@ -244,6 +246,8 @@ This page is auto-generated from the tutorial index and is intended as a fast br
   - Learn how to implement MCP server workflows with `modelcontextprotocol/php-sdk`, including attribute discovery, manual capability registration, transport strategy, session storage, and framework integration patterns.
 - [MCP Python SDK Tutorial: Building AI Tool Servers](https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/mcp-python-sdk-tutorial/index.md)
   - Master the Model Context Protocol Python SDK to build custom tool servers that extend Claude and other LLMs with powerful capabilities.
+- [MCP Quickstart Resources Tutorial: Cross-Language MCP Servers and Clients by Example](https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/mcp-quickstart-resources-tutorial/index.md)
+  - Learn how to use `modelcontextprotocol/quickstart-resources` as a practical reference for multi-language MCP server/client implementations, protocol smoke testing, and onboarding workflows.
 - [MCP Registry Tutorial: Publishing, Discovery, and Governance for MCP Servers](https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/mcp-registry-tutorial/index.md)
   - Learn how `modelcontextprotocol/registry` works end to end: publishing authenticated server metadata, consuming the API as an aggregator, and operating registry infrastructure safely.
 - [MCP Ruby SDK Tutorial: Building MCP Servers and Clients in Ruby](https://github.com/johnxie/awesome-code-docs/blob/main/tutorials/mcp-ruby-sdk-tutorial/index.md)