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💡 Why this exists

You shouldn't have to rebuild the same RAG pipeline, agent loop, or MCP integration from scratch every time you start a new LLM project.

Awesome LLM Apps is a cookbook of ready-to-run templates - starter code you can fork, customize, and ship as a production LLM app. Every template here is self-contained with full source code, not collected from elsewhere.

• 🛠️ Hand-built, not curated - every template is original work, tested end-to-end before it ships.
• 🧪 Runs in 3 commands - no broken requirements.txt, no "figure it out yourself" scaffolding.
• 🧠 Covers the modern AI stack - AI Agents, Always-on Agents, Multi-agent Teams, MCP Agents, Voice AI Agents, RAG, Agent Skills, Fine-tuning.
• 🌐 Provider-agnostic - switch between Claude, Gemini, GPT, Llama, Qwen, xAI and others with a config change.
• 📚 Step-by-step tutorials - every featured template has a free walkthrough on Unwind AI.
• 💸 Apache-2.0 - fork it, ship it, sell it. No paywall, no signup, no telemetry.

⭐ If this saves you time, star the repo - that's how the next developer discovers it.

🚀 Quick Start

Run your first agent in 30 seconds:

git clone https://github.com/Shubhamsaboo/awesome-llm-apps.git
cd awesome-llm-apps/starter_ai_agents/ai_travel_agent
pip install -r requirements.txt
streamlit run travel_agent.py

🔥 Featured This Month

Template	What it does	Stack
⚰️ Project Graveyard Skill	Finds your dead side projects, tells you why each one died, and helps you finish the one worth going back to	Agent Skill · Runs locally
📰 Always-on Hacker News Briefing Agent	Scheduled Hacker News scout that filters AI agent and LLM app signals into a delivery-ready daily brief	ADK + Agent Runtime
🛡️ Insurance Claim Live Agent Team	Real-time voice claim intake with Gemini Live and ADK	Voice + ADK
🏠 Home Renovation Agent	Photo → AI redesign with Nano Banana Pro	Vision + Multi-agent
♾️ Self-Improving Agent Skills	Automatically optimize agent skills using Gemini and ADK	Agent Skills + ADK

📬 Subscribe on Unwind AI to get new template drops + tutorials in your inbox.

📑 Table of Contents

15 categories · Click to expand

• 🧩 Agent Skills
• 🌱 Starter AI Agents
• 🚀 Advanced AI Agents
• 🛰️ Always-on Agents
• 🤝 Multi-agent Teams
• 🗣️ Voice AI Agents
• 🖼️ Generative UI and Agentic Frontends
• 🎮 Autonomous Game-Playing Agents
• ♾️ MCP AI Agents
• 📀 RAG Tutorials
• 💾 LLM Apps with Memory
• 💬 Chat with X Tutorials
• 🎯 LLM Optimization Tools
• 🔧 LLM Fine-tuning Tutorials
• 🧑‍🏫 AI Agent Framework Crash Courses

📂 Featured AI Projects

🧩 Agent Skills

Give your coding agent new abilities. One command to install, plain English to use. Works with Claude Code, Codex, Cursor, and other coding agents. Browse all skills →

• ⚰️ Project Graveyard - Finds every side project you abandoned, tells you why each one died, and helps you finish the one worth going back to
• 🧠 Advisor Orchestrator Worker - Meta Loop with Claude Flabe 5 as advisor, GPT-5.6 as orchestrator, and Gemini 3.5 Flash as worker
• ♾️ Self-Improving Agent Skills - Automatically optimize agent skills using Gemini and ADK

🌱 Starter AI Agents

Single-file agents that run with just an API key - a great place to start.

• 🎙️ AI Blog to Podcast Agent
• ❤️‍🩹 AI Breakup Recovery Agent
• 📊 AI Data Analysis Agent
• 🩻 AI Medical Imaging Agent
• [😂 AI Meme Generator Agent (Browser)](starter_ai_agents/ai_meme_gen