tutorial-directory.md

Tutorial Directory (A-Z)

This page is auto-generated from the tutorial index and is intended as a fast browse surface for contributors and search crawlers.

• Total tutorials: 201
• Source: scripts/generate_discoverability_assets.py

A

• A2A Protocol Tutorial: Building Interoperable Agent Systems With Google's Agent-to-Agent Standard
  • Learn how agents discover, communicate, and delegate tasks to each other using the A2A protocol — the open standard (now Linux Foundation) for agent-to-agent interoperability.
• Activepieces Tutorial: Open-Source Automation, Pieces, and AI-Ready Workflow Operations
  • Learn how to use activepieces/activepieces to build, run, and govern production automation workflows with open-source extensibility, piece development, API control, and self-hosted operations.
• ADK Python Tutorial: Production-Grade Agent Engineering with Google's ADK
  • Learn how to use google/adk-python to build, evaluate, and deploy modular AI agent systems with strong tooling, session controls, and production rollouts.
• AFFiNE Tutorial: Open-Source AI Workspace with Docs, Whiteboards, and Databases
  • Learn how to use toeverything/AFFiNE to build, extend, and self-host a modern knowledge workspace combining documents, whiteboards, and databases — powered by BlockSuite, CRDT-based collaboration, and integrated AI copilot features.
• AG2 Tutorial: Next-Generation Multi-Agent Framework
  • Build collaborative AI agent systems with AG2, the community-driven successor to AutoGen.
• AgentGPT Tutorial: Building Autonomous AI Agents
  • A deep technical walkthrough of AgentGPT covering Building Autonomous AI Agents.
• AgenticSeek Tutorial: Local-First Autonomous Agent Operations
  • Learn how to use Fosowl/agenticSeek to run multi-agent planning, browsing, and coding workflows with local model support, Docker-first runtime defaults, and practical operator guardrails.
• AGENTS.md Tutorial: Open Standard for Coding-Agent Guidance in Repositories
  • Learn how to use agentsmd/agents.md to define a clear, portable instruction contract for coding agents across projects and tools.
• Agno Tutorial: Multi-Agent Systems That Learn Over Time
  • Learn how to build and operate learning multi-agent systems with agno-agi/agno, including memory, orchestration, AgentOS runtime, and production guardrails.
• Aider Tutorial: AI Pair Programming in Your Terminal
  • Learn to use Aider-AI/aider for real file edits, git-native workflows, model routing, and reliable day-to-day coding loops.
• Anthropic API Tutorial: Build Production Apps with Claude
  • A practical guide to building with Anthropic's API and official SDKs, including messages, tools, vision, streaming, and production operations.
• Anthropic Skills Tutorial: Reusable AI Agent Capabilities
  • Build and operate production-quality skills for Claude Code, Claude.ai, and the Claude API.
• AnythingLLM Tutorial: Self-Hosted RAG and Agents Platform
  • Learn how to deploy and operate Mintplex-Labs/anything-llm for document-grounded chat, workspace management, agent workflows, and production use.
• Appsmith Tutorial: Low-Code Internal Tools
  • Open-source low-code platform for building internal tools with drag-and-drop UI, 25+ database integrations, JavaScript logic, and Git sync.
• Athens Research: Deep Dive Tutorial
  • Athens Research — An open-source, Roam-like knowledge management system built with ClojureScript and graph databases.
• AutoAgent Tutorial: Zero-Code Agent Creation and Automated Workflow Orchestration
  • Learn how to use HKUDS/AutoAgent to create and orchestrate LLM agents through natural-language workflows, with support for CLI operations, tool creation, and benchmark-oriented evaluation.
• Awesome Claude Code Tutorial: Curated Claude Code Resource Discovery and Evaluation
  • Learn how to use hesreallyhim/awesome-claude-code as a high-signal discovery and decision system for skills, commands, hooks, tooling, and CLAUDE.md patterns.
• Awesome Claude Skills Tutorial: High-Signal Skill Discovery and Reuse for Claude Workflows
  • Learn how to use ComposioHQ/awesome-claude-skills to discover, evaluate, install, and contribute Claude skills for coding, automation, writing, and cross-app workflows.
• Awesome MCP Servers Tutorial: Curating and Operating High-Signal MCP Integrations
  • Learn how to use punkpeye/awesome-mcp-servers as a practical control surface for discovering, vetting, and operating Model Context Protocol servers across coding, data, browser automation, and enterprise workflows.
• awslabs/mcp Tutorial: Operating a Large-Scale MCP Server Ecosystem for AWS Workloads
  • Learn how to use awslabs/mcp to compose, run, and govern AWS-focused MCP servers across development, infrastructure, data, and operations workflows.

B

• BabyAGI Tutorial: The Original Autonomous AI Task Agent Framework
  • Learn how to use yoheinakajima/babyagi for autonomous task generation, execution, and prioritization—the foundational agent loop that started the autonomous AI agent wave.
• Beads Tutorial: Git-Backed Task Graph Memory for Coding Agents
  • Learn how to use steveyegge/beads to give coding agents durable, dependency-aware task memory with structured issue graphs instead of ad-hoc markdown plans.
• BentoML Tutorial: Building Production-Ready ML Services
  • A deep technical walkthrough of BentoML covering Building Production-Ready ML Services.
• bolt.diy Tutorial: Build and Operate an Open Source AI App Builder
  • A production-focused deep dive into stackblitz-labs/bolt.diy: architecture, provider routing, safe edit loops, MCP integrations, deployment choices, and operational governance.
• Botpress Tutorial: Open Source Conversational AI Platform
  • Important Notice (2025): Botpress v12 has been sunset and is no longer available for new deployments. However, existing customers with active v12 subscriptions remain fully supported.
• Browser Use Tutorial: AI-Powered Web Automation Agents
  • Learn how to use browser-use/browser-use to build agents that can navigate websites, execute workflows, and run reliable browser automation in production.

C

• Chatbox Tutorial: Building Modern AI Chat Interfaces
  • A deep technical walkthrough of Chatbox covering Building Modern AI Chat Interfaces.
• Cherry Studio Tutorial: Multi-Provider AI Desktop Workspace for Teams
  • Learn how to use CherryHQ/cherry-studio to run multi-provider AI workflows, manage assistants, and integrate MCP tools in a desktop-first productivity environment.
• ChromaDB Tutorial: Building AI-Native Vector Databases
  • A deep technical walkthrough of ChromaDB covering Building AI-Native Vector Databases.
• Chrome DevTools MCP Tutorial: Browser Automation and Debugging for Coding Agents
  • Learn how to use ChromeDevTools/chrome-devtools-mcp to give coding agents reliable browser control, performance tracing, and deep debugging capabilities.
• Cipher Tutorial: Shared Memory Layer for Coding Agents
  • Learn how to use campfirein/cipher as a memory-centric MCP-enabled layer that preserves and shares coding context across IDEs, agents, and teams.
• Claude Code Router Tutorial: Multi-Provider Routing and Control Plane for Claude Code
  • Learn how to use musistudio/claude-code-router to route Claude Code workloads across multiple model providers with configurable routing rules, transformers, presets, and operational controls.
• Claude Code Tutorial: Agentic Coding from Your Terminal
  • Learn how to use anthropics/claude-code for codebase understanding, multi-file edits, command execution, git workflows, and MCP-based extension.
• Claude Flow Tutorial: Multi-Agent Orchestration, MCP Tooling, and V3 Module Architecture
  • Learn how to use ruvnet/claude-flow to orchestrate multi-agent workflows, operate MCP/CLI surfaces, and reason about V2-to-V3 architecture and migration tradeoffs.
• Claude-Mem Tutorial: Persistent Memory Compression for Claude Code
  • Learn how to use thedotmack/claude-mem to capture, compress, and retrieve coding-session memory with hook-driven automation, searchable context layers, and operator controls.
• Claude Plugins Official Tutorial: Anthropic's Managed Plugin Directory
  • Learn how to use anthropics/claude-plugins-official to discover, evaluate, install, and contribute Claude Code plugins with clear directory standards and plugin safety practices.
• Claude Quickstarts Tutorial: Production Integration Patterns
  • Learn from Anthropic's official quickstart projects to build deployable applications with Claude API, including customer support, data analysis, browser automation, and autonomous coding.
• Claude Squad Tutorial: Multi-Agent Terminal Session Orchestration
  • Learn how to use smtg-ai/claude-squad to run and manage multiple coding-agent sessions across isolated workspaces with tmux and git worktrees.
• Claude Task Master Tutorial: AI-Powered Task Management for Developers
  • A deep technical walkthrough of Claude Task Master covering AI-Powered Task Management for Developers.
• ClickHouse Tutorial: High-Performance Analytical Database
  • A deep technical walkthrough of ClickHouse covering High-Performance Analytical Database.
• Cline Tutorial: Agentic Coding with Human Control
  • A practical engineering guide to cline/cline: install, operate, and govern Cline across local development and team environments.
• CodeMachine CLI Tutorial: Orchestrating Long-Running Coding Agent Workflows
  • Learn how to use moazbuilds/CodeMachine-CLI to orchestrate repeatable coding-agent workflows with multi-agent coordination, context control, and long-running execution.
• Codex Analysis Platform Tutorial: Build Code Intelligence Systems
  • Design and operate a production-grade code analysis platform with parsing, symbol resolution, code intelligence features, LSP integration, and rollout governance.
• Codex CLI Tutorial: Local Terminal Agent Workflows with OpenAI Codex
  • Learn how to use openai/codex to run a lightweight coding agent locally, with strong controls for auth, configuration, MCP integration, and sandboxed execution.
• ComfyUI Tutorial: Mastering AI Image Generation Workflows
  • A deep technical walkthrough of ComfyUI covering Mastering AI Image Generation Workflows.
• Composio Tutorial: Production Tool and Authentication Infrastructure for AI Agents
  • Learn how to use ComposioHQ/composio to connect agents to 800+ toolkits with session-aware discovery, robust authentication flows, provider integrations, MCP support, and event-trigger automation.
• Compound Engineering Plugin Tutorial: Compounding Agent Workflows Across Toolchains
  • Learn how to use EveryInc/compound-engineering-plugin to run compound engineering workflows in Claude Code and convert plugin assets for other coding-agent ecosystems.
• Context7 Tutorial: Live Documentation Context for Coding Agents
  • Learn how to use upstash/context7 to inject up-to-date, version-aware library docs into Claude Code, Cursor, and other MCP-capable coding agents.
• Continue Tutorial: Open-Source AI Coding Agents for IDE and CLI
  • 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
  • Create in-app AI assistants, chatbots, and agentic UIs with the open-source CopilotKit framework.
• Crawl4AI Tutorial: LLM-Friendly Web Crawling for RAG Pipelines
  • Deep technical walkthrough of Crawl4AI Tutorial: LLM-Friendly Web Crawling for RAG Pipelines.
• Create Python Server Tutorial: Scaffold and Ship MCP Servers with uvx
  • Learn how to use modelcontextprotocol/create-python-server to scaffold Python MCP servers with minimal setup, template-driven primitives, and publish-ready packaging workflows.
• Create TypeScript Server Tutorial: Scaffold MCP Servers with TypeScript Templates
  • Learn how to use modelcontextprotocol/create-typescript-server to scaffold MCP server projects quickly, understand generated template structure, and operate build/debug workflows safely in archived-tooling environments.
• CrewAI Tutorial: Building Collaborative AI Agent Teams
  • CrewAI View Repo is a framework for orchestrating role-based AI agent teams that collaborate to accomplish complex tasks. It provides a structured approach to creating AI crews with specialized agents, tools, and processes, enabling sophisticated multi-agent workflows and collaborative problem-solving.
• Crush Tutorial: Multi-Model Terminal Coding Agent with Strong Extensibility
  • Learn how to use charmbracelet/crush for terminal-native coding workflows with flexible model providers, LSP/MCP integrations, and production-grade controls.

D

• Daytona Tutorial: Secure Sandbox Infrastructure for AI-Generated Code
  • Learn how to use daytonaio/daytona to run AI-generated code in isolated sandboxes, integrate coding agents through MCP, and operate sandbox infrastructure with stronger security and resource controls.
• Deer Flow Tutorial: Distributed Workflow Orchestration Platform
  • Orchestrate complex distributed workflows with Deer Flow's powerful task coordination and execution platform.
• Devika Tutorial: Open-Source Autonomous AI Software Engineer
  • Learn how to deploy and operate stitionai/devika — a multi-agent autonomous coding system that plans, researches, writes, and debugs code end-to-end.
• Dify Platform: Deep Dive Tutorial
  • Dify — An open-source LLM application development platform for building workflows, RAG pipelines, and AI agents with a visual interface.
• DSPy Tutorial: Programming Language Models
  • Learn to program language models declaratively with DSPy, the Stanford NLP framework for systematic prompt optimization and modular LLM pipelines.
• Dyad Tutorial: Local-First AI App Building
  • A practical guide to dyad-sh/dyad, focused on local-first app generation, integration patterns, validation loops, and deployment readiness.

E

• E2B Tutorial: Secure Cloud Sandboxes for AI Agent Code Execution
  • Learn how to use e2b-dev/E2B to give AI agents secure, sandboxed cloud environments for code execution with sub-200ms cold starts.
• ElizaOS: Deep Dive Tutorial
  • ElizaOS — Autonomous agents for everyone.
• Everything Claude Code Tutorial: Production Configuration Patterns for Claude Code
  • Learn how to use affaan-m/everything-claude-code to adopt battle-tested Claude Code agents, skills, hooks, commands, rules, and MCP workflows in a structured, production-oriented way.

F

• Fabric Tutorial: Open-Source Framework for Augmenting Humans with AI
  • Enhance human capabilities with Fabric's modular framework for AI-powered cognitive assistance and task automation.
• FastMCP Tutorial: Building and Operating MCP Servers with Pythonic Control
  • Learn how to use jlowin/fastmcp to design, run, test, and deploy MCP servers and clients with practical transport, integration, auth, and operations patterns.
• Figma Context MCP Tutorial: Design-to-Code Workflows for Coding Agents
  • Learn how to use GLips/Figma-Context-MCP (Framelink MCP for Figma) to give coding agents structured design context for higher-fidelity implementation.
• Firecrawl MCP Server Tutorial: Web Scraping and Search Tools for MCP Clients
  • Learn how to use firecrawl/firecrawl-mcp-server to add robust web scraping, crawling, search, and extraction capabilities to MCP-enabled coding and research agents.
• Firecrawl Tutorial: Building LLM-Ready Web Scraping and Data Extraction Systems
  • Deep technical walkthrough of Firecrawl Tutorial: Building LLM-Ready Web Scraping and Data Extraction Systems.
• Fireproof Tutorial: Local-First Document Database for AI-Native Apps
  • Learn how to use fireproof-storage/fireproof to build local-first, encrypted, sync-capable applications with a unified browser/Node/Deno API and React hooks.
• Flowise LLM Orchestration: Deep Dive Tutorial
  • Flowise — An open-source visual tool for building LLM workflows with a drag-and-drop interface.

G

• GitHub Copilot CLI Tutorial: Copilot Agent Workflows in the Terminal
  • Learn how to use github/copilot-cli to run Copilot's coding agent directly from the terminal with GitHub-native context, approval controls, and extensibility through MCP and LSP.
• Gemini CLI Tutorial: Terminal-First Agent Workflows with Google Gemini
  • Learn how to use google-gemini/gemini-cli to run coding and operations workflows in terminal-first loops with strong tooling, MCP extensibility, headless automation, and safety controls.
• GenAI Toolbox Tutorial: MCP-First Database Tooling with Config-Driven Control Planes
  • Learn how to use googleapis/genai-toolbox to expose database tools through MCP and native SDK paths, with stronger configuration discipline, deployment options, and observability controls.
• GitHub MCP Server Tutorial: Production GitHub Operations Through MCP
  • Learn how to use github/github-mcp-server to connect coding agents directly to repositories, issues, pull requests, actions, and code security workflows with stronger control.
• Goose Tutorial: Extensible Open-Source AI Agent for Real Engineering Work
  • Learn how to use block/goose to automate coding workflows with controlled tool execution, strong provider flexibility, and production-ready operations.
• GPT Open Source: Deep Dive Tutorial
  • A comprehensive guide to understanding, building, and deploying open-source GPT implementations -- from nanoGPT to GPT-NeoX and beyond.
• gptme Tutorial: Open-Source Terminal Agent for Local Tool-Driven Work
  • Learn how to use gptme/gptme to run a local-first coding and knowledge-work agent with strong CLI ergonomics, extensible tools, and automation-friendly modes.

H

• HAPI Tutorial: Remote Control for Local AI Coding Sessions
  • Learn tiann/hapi, a local-first hub that lets you run Claude Code/Codex/Gemini/OpenCode sessions locally while controlling and approving them remotely.
• Haystack: Deep Dive Tutorial
  • Haystack — An open-source framework for building production-ready LLM applications, RAG pipelines, and intelligent search systems.
• HuggingFace Transformers Tutorial: Building State-of-the-Art AI Models
  • A deep technical walkthrough of HuggingFace Transformers covering Building State-of-the-Art AI Models.
• HumanLayer Tutorial: Context Engineering and Human-Governed Coding Agents
  • Learn how to use humanlayer/humanlayer patterns to orchestrate coding agents with stronger context control, human oversight, and team-scale workflows.

I

• Instructor Tutorial: Structured LLM Outputs
  • Get reliable, typed responses from LLMs with Pydantic validation.

K

• Khoj AI: Deep Dive Tutorial
  • Khoj — An open-source, self-hostable AI personal assistant that connects to your notes, documents, and online data.
• Kilo Code Tutorial: Agentic Engineering from IDE and CLI Surfaces
  • Learn how to use Kilo-Org/kilocode for high-throughput coding workflows with multi-mode operation, agent-loop controls, and extensible CLI/IDE integration.
• Kimi CLI Tutorial: Multi-Mode Terminal Agent with MCP and ACP
  • Learn how to use MoonshotAI/kimi-cli to run an interactive terminal coding agent with configurable modes, MCP integrations, and ACP-based IDE connectivity.
• Kiro Tutorial: Spec-Driven Agentic IDE from AWS
  • Learn how to use kirodotdev/Kiro for structured AI-powered development with spec-driven workflows, agent steering, event-driven automation, and AWS-native integrations.
• Kubernetes Operator Patterns: Building Production-Grade Controllers
  • Master Kubernetes Operators with hands-on Go implementation using the Operator SDK and controller-runtime library for enterprise application management.

L

• LanceDB Tutorial: Serverless Vector Database for AI
  • Master LanceDB, the open-source serverless vector database designed for AI applications, RAG systems, and semantic search.
• LangChain Architecture: Internal Design Deep Dive
  • Deep technical walkthrough of LangChain Architecture: Internal Design Deep Dive.
• LangChain Tutorial: Building AI Applications with Large Language Models
  • Pydantic 2 Required: LangChain v0.3 fully migrated to Pydantic 2. Code using langchain_core.pydantic_v1 should be updated to native Pydantic 2 syntax.
• Langflow Tutorial: Visual AI Agent and Workflow Platform
  • Learn how to build, deploy, and operate agent workflows with langflow-ai/langflow, including visual flow composition, API/MCP deployment, and production reliability controls.
• Langfuse Tutorial: LLM Observability, Evaluation, and Prompt Operations
  • Learn how to use langfuse/langfuse to trace, evaluate, and improve production LLM systems with structured observability workflows.
• LangGraph Tutorial: Building Stateful Multi-Actor Applications
  • A deep technical walkthrough of LangGraph covering Building Stateful Multi-Actor Applications.
• Letta Tutorial: Stateful LLM Agents
  • Build AI agents with persistent memory using the framework formerly known as MemGPT.
• LiteLLM Tutorial: Unified LLM Gateway and Routing Layer
  • Build provider-agnostic LLM applications with BerriAI/litellm, including routing, fallbacks, proxy deployment, and cost-aware operations.
• Liveblocks - Real-Time Collaboration Deep Dive
  • Deep technical walkthrough of Liveblocks - Real-Time Collaboration Deep Dive.
• llama.cpp Tutorial: Local LLM Inference
  • Run large language models efficiently on your local machine with pure C/C++.
• LLaMA-Factory Tutorial: Unified Framework for LLM Training and Fine-tuning
  • A deep technical walkthrough of LLaMA-Factory covering Unified Framework for LLM Training and Fine-tuning.
• LlamaIndex Tutorial: Building Advanced RAG Systems and Data Frameworks
  • A deep technical walkthrough of LlamaIndex covering Building Advanced RAG Systems and Data Frameworks.
• LobeChat AI Platform: Deep Dive Tutorial
  • LobeChat — An open-source, modern-design AI chat framework for building private LLM applications.
• LocalAI Tutorial: Self-Hosted OpenAI Alternative
  • Run LLMs, image generation, and audio models locally with an OpenAI-compatible API.
• Logseq: Deep Dive Tutorial
  • Logseq — A privacy-first, local-first knowledge management platform with block-based editing and graph visualization.

M

• Microsoft AutoGen Tutorial: Building Multi-Agent AI Systems
  • A deep technical walkthrough of Microsoft AutoGen covering Building Multi-Agent AI Systems.
• Mastra Tutorial: TypeScript Framework for AI Agents and Workflows
  • Learn how to build production AI applications with mastra-ai/mastra, including agents, workflows, memory, MCP tooling, and reliability operations.
• MCP Chrome Tutorial: Control Your Real Chrome Browser Through MCP
  • Learn how to use hangwin/mcp-chrome to expose browser automation, content analysis, and semantic tab search tools to MCP clients.
• MCP C# SDK Tutorial: Production MCP in .NET with Hosting, ASP.NET Core, and Task Workflows
  • Learn how to build and operate MCP clients and servers with modelcontextprotocol/csharp-sdk, including package choices, auth patterns, tasks, diagnostics, and versioning strategy.
• MCP Docs Repo Tutorial: Navigating the Archived MCP Documentation Repository
  • Learn how to use modelcontextprotocol/docs as an archived reference, map its conceptual guides, and migrate documentation workflows to the canonical modelcontextprotocol/modelcontextprotocol docs location.
• MCP Ext Apps Tutorial: Building Interactive MCP Apps and Hosts
  • Learn how to use modelcontextprotocol/ext-apps to build interactive MCP Apps, wire host bridges, secure UI resources, and run reliable testing and migration workflows.
• MCP Go SDK Tutorial: Building Robust MCP Clients and Servers in Go
  • Learn how to use modelcontextprotocol/go-sdk for production MCP workloads across stdio and streamable HTTP, including auth middleware, conformance, and upgrade planning.
• MCP Inspector Tutorial: Debugging and Validating MCP Servers
  • Learn how to use modelcontextprotocol/inspector to test MCP servers across stdio, SSE, and streamable HTTP, with safer auth defaults and repeatable CLI automation.
• MCP Java SDK Tutorial: Building MCP Clients and Servers with Reactor, Servlet, and Spring
  • Learn how to use modelcontextprotocol/java-sdk across core Java and Spring stacks, from transport setup to conformance and production hardening.
• MCP Kotlin SDK Tutorial: Building Multiplatform MCP Clients and Servers
  • Learn how to implement MCP client/server workflows with modelcontextprotocol/kotlin-sdk, including module boundaries, transport choices, capability negotiation, and production lifecycle controls.
• MCP PHP SDK Tutorial: Building MCP Servers in PHP with Discovery and Transport Flexibility
  • 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
  • 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
  • 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
  • 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
  • Learn how to implement MCP server/client workflows with modelcontextprotocol/ruby-sdk, including tool/prompt/resource registration, streamable HTTP sessions, structured logging, and release operations.
• MCP Rust SDK Tutorial: Building High-Performance MCP Services with RMCP
  • Learn how to use modelcontextprotocol/rust-sdk (rmcp) for production MCP clients and servers with strong transport control, macro-driven tooling, OAuth, and async task workflows.
• MCP Servers Tutorial: Reference Implementations and Patterns
  • Learn how to use the official MCP reference servers as implementation blueprints, not drop-in production services.
• MCP Specification Tutorial: Designing Production-Grade MCP Clients and Servers From the Source of Truth
  • Learn the current Model Context Protocol directly from modelcontextprotocol/modelcontextprotocol, including lifecycle, transports, security, authorization, and governance workflows.
• MCP Swift SDK Tutorial: Building MCP Clients and Servers in Swift
  • Learn how to implement MCP client and server workflows with modelcontextprotocol/swift-sdk, including transport options, sampling, batching, and graceful service lifecycle control.
• MCP TypeScript SDK Tutorial: Building and Migrating MCP Clients and Servers in TypeScript
  • Learn how to use modelcontextprotocol/typescript-sdk to build production MCP clients and servers, migrate from v1 to v2 safely, and validate behavior with conformance workflows.
• MCP Use Tutorial: Full-Stack MCP Development Across Agents, Clients, Servers, and Inspector
  • Learn how mcp-use/mcp-use composes agent, client, server, and inspector workflows across Python and TypeScript with practical security and operations patterns.
• MCPB Tutorial: Packaging and Distributing Local MCP Servers as Bundles
  • Learn how to use modelcontextprotocol/mcpb to package local MCP servers into signed .mcpb bundles with manifest metadata, CLI workflows, and distribution-ready operational controls.
• MeiliSearch Tutorial: Lightning Fast Search Engine
  • A deep technical walkthrough of MeiliSearch covering Lightning Fast Search Engine.
• Mem0 Tutorial: Building Production-Ready AI Agents with Scalable Long-Term Memory
  • A deep technical walkthrough of Mem0 covering Building Production-Ready AI Agents with Scalable Long-Term Memory.
• MetaGPT Tutorial: Multi-Agent Software Development with Role-Based Collaboration
  • In one sentence: Give MetaGPT a product idea, and a virtual software company of AI agents designs, architects, codes, and tests it for you.
• Mini-SWE-Agent Tutorial: Minimal Autonomous Code Agent Design at Benchmark Scale
  • Learn how to use SWE-agent/mini-swe-agent to run compact, high-performing software-engineering agent workflows with minimal scaffolding and strong reproducibility.
• Mistral Vibe Tutorial: Minimal CLI Coding Agent by Mistral
  • Learn how to use mistralai/mistral-vibe for terminal-native coding workflows with configurable agent profiles, skills, subagents, and ACP integrations.

N

• n8n AI Tutorial: Workflow Automation with AI
  • Build powerful AI-powered automations with n8n's visual workflow builder.
• n8n Model Context Protocol: Deep Dive Tutorial
  • n8n — Visual workflow automation with Model Context Protocol (MCP) integration for AI-powered tool use.
• Nanocoder Tutorial: Building and Understanding AI Coding Agents
  • Learn how Nano-Collective/nanocoder implements local-first coding-agent workflows, tool execution loops, and multi-provider model integration.
• NocoDB: Deep Dive Tutorial
  • NocoDB — An open-source Airtable alternative that turns any database into a smart spreadsheet.

O

• Obsidian Outliner Plugin: Deep Dive Tutorial
  • Obsidian Outliner — A plugin that adds outliner-style editing behaviors to Obsidian, demonstrating advanced plugin architecture patterns.
• Ollama Tutorial: Running and Serving LLMs Locally
  • Learn how to use ollama/ollama for local model execution, customization, embeddings/RAG, integration, and production deployment.
• Onlook Tutorial: Visual-First AI Coding for Next.js and Tailwind
  • Learn how to use onlook-dev/onlook to design and edit production-grade React apps visually while keeping generated code in your repository.
• Opcode Tutorial: GUI Command Center for Claude Code Workflows
  • Learn how to use winfunc/opcode to manage Claude Code projects, sessions, agents, MCP servers, and checkpoints from a desktop-first operating interface.
• Open SWE Tutorial: Asynchronous Cloud Coding Agent Architecture and Migration Playbook
  • Learn from langchain-ai/open-swe architecture, workflows, and operational patterns, including how to maintain or migrate from a deprecated codebase.
• Open WebUI Tutorial: Self-Hosted AI Workspace and Chat Interface
  • Learn how to run and operate open-webui/open-webui as a self-hosted AI interface with model routing, RAG workflows, multi-user controls, and production deployment patterns.
• OpenAI Agents Tutorial: Building Production Multi-Agent Systems
  • Production Successor to Swarm: The OpenAI Agents SDK brings Swarm's lightweight agent-handoff philosophy into a production-grade framework with built-in tracing, guardrails, and streaming.
• OpenAI Python SDK Tutorial: Production API Patterns
  • Learn how to build reliable Python integrations with openai/openai-python using Responses-first architecture, migration-safe patterns, and production operations.
• OpenAI Realtime Agents Tutorial: Voice-First AI Systems
  • Learn how to build low-latency voice agents with openai/openai-realtime-agents, including realtime session design, tool orchestration, and production rollout patterns.
• OpenAI Whisper Tutorial: Speech Recognition and Translation
  • Build robust transcription pipelines with Whisper, from local experiments to production deployment.
• OpenBB Tutorial: Complete Guide to Investment Research Platform
  • Democratize investment research with OpenBB's comprehensive financial data and analysis platform.
• OpenClaw: Deep Dive Tutorial
  • OpenClaw — Your own personal AI assistant. Any OS. Any Platform.
• OpenCode AI Legacy Tutorial: Archived Terminal Agent Workflows and Migration to Crush
  • Learn from opencode-ai/opencode architecture and workflows, and migrate safely to actively maintained successors.
• OpenCode Tutorial: Open-Source Terminal Coding Agent at Scale
  • Learn how to use anomalyco/opencode to run terminal-native coding agents with provider flexibility, strong tool control, and production-grade workflows.
• OpenHands Tutorial: Autonomous Software Engineering Workflows
  • Learn how to operate OpenHands/OpenHands across local GUI, CLI, and SDK workflows with production-minded safety, validation, and integration patterns.
• OpenSkills Tutorial: Universal Skill Loading for Coding Agents
  • Learn how to use numman-ali/openskills to install, synchronize, and operate reusable SKILL.md packs across Claude Code, Cursor, Codex, Aider, and other agent environments.
• OpenSpec Tutorial: Spec-Driven Workflows for AI Coding Agents
  • Learn how to use Fission-AI/OpenSpec to make AI-assisted software delivery more predictable with artifact-driven planning, implementation, and archival workflows.
• OpenSrc Tutorial: Deep Source Context for Coding Agents
  • Learn how to use vercel-labs/opensrc to fetch package and repository source code so coding agents can reason about implementation details, not only public types and docs.
• Outlines Tutorial: Structured Text Generation with LLMs
  • A deep technical walkthrough of Outlines covering Structured Text Generation with LLMs.
• OpenAI Swarm Tutorial: Lightweight Multi-Agent Orchestration
  • Deep technical walkthrough of OpenAI Swarm Tutorial: Lightweight Multi-Agent Orchestration.

P

• Perplexica Tutorial: AI-Powered Search Engine
  • A deep technical walkthrough of Perplexica covering AI-Powered Search Engine.
• Phidata Tutorial: Building Autonomous AI Agents
  • A deep technical walkthrough of Phidata covering Building Autonomous AI Agents.
• PhotoPrism Tutorial: AI-Powered Photos App
  • AI Photo Management Revolution: Enhanced facial recognition, LLM integrations, and advanced organization features mark PhotoPrism's evolution.
• Plandex Tutorial: Large-Task AI Coding Agent Workflows
  • Learn how to use plandex-ai/plandex for large codebase tasks with strong context management, cumulative diff review, model packs, and self-hosted operations.
• Plane Tutorial: AI-Native Project Management
  • Open-source AI-native project management that rivals Jira and Linear — with issues, cycles, modules, and wiki built in.
• Planning with Files Tutorial: Persistent Markdown Workflow Memory for AI Coding Agents
  • Learn how to use OthmanAdi/planning-with-files to run Manus-style file-based planning workflows across Claude Code and other AI coding environments.
• Playwright MCP Tutorial: Browser Automation for Coding Agents Through MCP
  • Learn how to use microsoft/playwright-mcp to give AI coding agents structured browser automation with accessibility snapshots, deterministic actions, and portable MCP host integrations.
• PocketFlow Tutorial: Minimal LLM Framework with Graph-Based Power
  • Learn how to build agentic applications with The-Pocket/PocketFlow, a minimalist graph framework that still supports workflows, multi-agent patterns, RAG, and human-in-the-loop flows.
• PostgreSQL Query Planner Deep Dive
  • Master PostgreSQL's query execution engine, understand EXPLAIN output, and optimize complex queries for maximum performance.
• PostHog Tutorial: Open Source Product Analytics Platform
  • Deep technical walkthrough of PostHog Tutorial: Open Source Product Analytics Platform.
• Pydantic AI Tutorial: Type-Safe AI Agent Development
  • A deep technical walkthrough of Pydantic AI covering Type-Safe AI Agent Development.

Q

• Quivr Tutorial: Open-Source RAG Framework for Document Ingestion
  • Deep technical walkthrough of Quivr Tutorial: Open-Source RAG Framework for Document Ingestion.
• Qwen-Agent Tutorial: Tool-Enabled Agent Framework with MCP, RAG, and Multi-Modal Workflows
  • Learn how to use QwenLM/Qwen-Agent to build production-capable agents with function calling, MCP integration, memory/RAG patterns, and benchmark-aware planning workflows.

R

• RAGFlow Tutorial: Complete Guide to Open-Source RAG Engine
  • Transform documents into intelligent Q&A systems with RAGFlow's comprehensive RAG (Retrieval-Augmented Generation) platform.
• React Fiber Internals
  • Deep dive into React's reconciliation algorithm, the Fiber architecture that powers modern React applications.
• Refly Tutorial: Build Deterministic Agent Skills and Ship Them Across APIs and Claude Code
  • Learn how to use refly-ai/refly to turn vibe workflows into reusable, versioned agent skills that can run via API, webhook, and CLI integrations.
• Roo Code Tutorial: Run an AI Dev Team in Your Editor
  • A production-focused guide to RooCodeInc/Roo-Code: mode design, task execution, checkpoints, MCP, team profiles, and enterprise operations.

S

• Semantic Kernel Tutorial: Microsoft's AI Orchestration
  • Build enterprise AI applications with Microsoft's SDK for integrating LLMs.
• Serena Tutorial: Semantic Code Retrieval Toolkit for Coding Agents
  • Learn how to use oraios/serena to give coding agents IDE-grade semantic retrieval and editing tools across large codebases.
• Shotgun Tutorial: Spec-Driven Development for Coding Agents
  • Learn how to use shotgun-sh/shotgun to plan, specify, and execute large code changes with structured agent workflows and stronger delivery control.
• SillyTavern Tutorial: Advanced LLM Frontend for Power Users
  • Unlock the full potential of large language models with SillyTavern's comprehensive interface for role-playing, creative writing, and AI experimentation.
• SiYuan Tutorial: Privacy-First Knowledge Management
  • A deep technical walkthrough of SiYuan covering Privacy-First Knowledge Management.
• Smolagents Tutorial: Hugging Face's Lightweight Agent Framework
  • Build efficient AI agents with minimal code using Hugging Face's smolagents library.
• Stagewise Tutorial: Frontend Coding Agent Workflows in Real Browser Context
  • Learn how to use stagewise-io/stagewise to connect browser-selected UI context with coding agents, plugin extensions, and multi-agent bridge workflows.
• Strands Agents Tutorial: Model-Driven Agent Systems with Native MCP Support
  • Learn how to use strands-agents/sdk-python to build lightweight, model-driven agents with strong tool abstractions, hooks, and production deployment patterns.
• Supabase Tutorial: Building Modern Backend Applications
  • Deep technical walkthrough of Supabase Tutorial: Building Modern Backend Applications.
• SuperAGI Tutorial: Production-Ready Autonomous AI Agents
  • A deep technical walkthrough of SuperAGI covering Production-Ready Autonomous AI Agents.
• Superset Terminal Tutorial: Command Center for Parallel Coding Agents
  • Learn how to use superset-sh/superset to orchestrate many coding agents in parallel with worktree isolation, centralized monitoring, and fast review loops.
• SWE-agent Tutorial: Autonomous Repository Repair and Benchmark-Driven Engineering
  • Learn how to use SWE-agent/SWE-agent for autonomous software engineering workflows, from single-issue runs to benchmark and research-grade evaluation.
• Sweep Tutorial: Issue-to-PR AI Coding Workflows on GitHub
  • Learn how to use sweepai/sweep to turn GitHub issues into pull requests, operate feedback loops, and run self-hosted or CLI workflows with clear guardrails.

T

• Tabby Tutorial: Self-Hosted AI Coding Assistant Architecture and Operations
  • Learn how to run and extend TabbyML/tabby for production code completion and team knowledge workflows.
• Taskade Awesome Vibe Coding Tutorial: Curating the 2026 AI-Building Landscape
  • Learn how to use and maintain taskade/awesome-vibe-coding as a decision system for AI app builders, coding agents, MCP tooling, and Genesis-centered workflows.
• Taskade Docs Tutorial: Operating the Living-DNA Documentation Stack
  • Learn how taskade/docs structures product documentation across Genesis, API references, automations, help-center workflows, and release timelines.
• Taskade MCP Tutorial: OpenAPI-Driven MCP Server for Taskade Workflows
  • Learn how to run, extend, and operate taskade/mcp to connect Taskade workspaces, tasks, projects, and AI agents into MCP-compatible clients.
• Taskade Tutorial: AI-Native Workspace, Genesis, and Agentic Operations
  • Learn how to operate Taskade as an AI-native workspace system: Genesis app generation, AI agents, automations, enterprise controls, and production rollout patterns.
• Teable: Deep Dive Tutorial
  • Teable — A high-performance, multi-dimensional database platform built on PostgreSQL with real-time collaboration.
• tiktoken Tutorial: OpenAI Token Encoding & Optimization
  • Master tiktoken, OpenAI's fast BPE tokenizer, to accurately count tokens, optimize prompts, and reduce API costs.
• tldraw Tutorial: Infinite Canvas SDK with AI-Powered "Make Real" App Generation
  • Learn how to use tldraw/tldraw to build, customize, and extend an infinite canvas — from embedding the editor and creating custom shapes to integrating the "make-real" AI feature that generates working applications from whiteboard sketches.
• Turborepo Tutorial: High-Performance Monorepo Build System
  • A deep technical walkthrough of Turborepo covering High-Performance Monorepo Build System.

U

• use-mcp Tutorial: React Hook Patterns for MCP Client Integration
  • Learn how to use modelcontextprotocol/use-mcp to connect React apps to MCP servers with OAuth-aware flows, tool/resource/prompt access, and resilient transport lifecycle handling.

V

• Vercel AI SDK Tutorial: Production TypeScript AI Apps and Agents
  • Build robust AI product features with vercel/ai, including streaming, structured outputs, tool loops, framework integration, and production deployment patterns.
• Vibe Kanban Tutorial: Multi-Agent Orchestration Board for Coding Workflows
  • Learn how to use BloopAI/vibe-kanban to coordinate Claude Code, Codex, Gemini CLI, and other coding agents through a unified orchestration workspace.
• VibeSDK Tutorial: Build a Vibe-Coding Platform on Cloudflare
  • Learn how to use cloudflare/vibesdk to run a prompt-to-app platform with agent orchestration, preview sandboxes, and production deployment on Cloudflare.
• vLLM Tutorial: High-Performance LLM Inference
  • Master vLLM for blazing-fast, cost-effective large language model inference with advanced optimization techniques.

W

• Whisper.cpp Tutorial: High-Performance Speech Recognition in C/C++
  • A deep technical walkthrough of Whisper.cpp covering High-Performance Speech Recognition in C/C++.
• Windmill Tutorial: Scripts to Webhooks, Workflows, and UIs
  • Turn scripts into production-ready webhooks, workflows, and internal tools with Windmill -- the open-source alternative to Retool + Temporal.
• Wshobson Agents Tutorial: Pluginized Multi-Agent Workflows for Claude Code
  • Learn how to use wshobson/agents to install focused Claude Code plugins, coordinate specialist agents, and run scalable multi-agent workflows with clear model and skill boundaries.