What it is. 100+ runnable AI agent and RAG example apps, and a newer agent_skills/ section of installable skills that ship real code and pass a security and eval CI gate. Most of the repo is app templates (starter agents, multi-agent teams, voice agents, MCP agents, RAG, memory, fine-tuning), which is useful reference code rather than skills.


Upstream	Shubhamsaboo/awesome-llm-apps
License	Apache-2.0
Author	Shubhamsaboo
Stars (at fetch)	136,901
Fetched	2026-09-10

Install

npx skills add Shubhamsaboo/awesome-llm-apps installs everything for whichever agent you use, or npx skills add Shubhamsaboo/awesome-llm-apps --skill <name> for one skill; or copy a <skill>/SKILL.md folder into ~/.claude/skills/.

Skills

advisor-orchestrator-worker — (SKILL.md)
commit-archaeologist — Reconstructs why code exists from local git history, including the introducing commit, later changes, current authors, repeated companion files, and likely intent. Use when the user asks "why does... (SKILL.md)
dependency-doctor — (SKILL.md)
project-graveyard — Scans the developer's machine for dead side projects, autopsies each one from its git history (died at the payments wall, killed by a newer project, finished but never shipped), surfaces their... (SKILL.md)
scope-creep-detector — Analyzes git diffs against a stated intent to detect scope creep, unrelated files, broad pull requests, changes that grew beyond a fix, dependency additions, public API renames, config or CI... (SKILL.md)
thinking-out-loud — (SKILL.md)
chatgpt-app-builder — DEPRECATED: This skill has been replaced by mcp-app-builder. Check if mcp-app-builder is available in the skills folder. If not, install it: `npx skills install mcp-use/mcp-use --skill... (SKILL.md)
mcp-apps-builder — MANDATORY for ALL MCP server work - mcp-use framework best practices and patterns. READ THIS FIRST before any MCP server work, including: - Creating new MCP servers - Modifying existing... (SKILL.md)
mcp-builder — DEPRECATED: This skill has been replaced by mcp-app-builder. Check if mcp-app-builder is available in the skills folder. If not, install it: `npx skills install mcp-use/mcp-use --skill... (SKILL.md)

Other sections: Starter AI Agents, Advanced AI Agents, Always-on Agents, Multi-agent Teams, Voice AI Agents, Generative UI, Game-Playing Agents, MCP AI Agents, RAG, LLM Apps with Memory, Chat with X, LLM Optimization, Fine-tuning, Framework Crash Courses.

README (verbatim)

The list is the content, so the upstream README is reproduced here under its licence (Apache-2.0 (LICENSE file)); relative links in it point at the repository, and each linked skill keeps its own licence.

Awesome LLM Apps

100+ open-source AI agents, agent skills, and RAG apps. Hand-built, tested end-to-end, Apache-2.0.

Clone it, ship it, sell it - 100% free and open-source

Works with Claude, Gemini, GPT, DeepSeek, Llama, Qwen and other open-source models.

Step-by-step tutorials on Unwind AI · Quick start · Browse all templates

<a href="https://trendshift.io/repositories/9876" target="_blank"> <img src="https://trendshift.io/api/badge/repositories/9876" width="220" alt="Featured on Trendshift as the #1 repository of the day"> </a><br></div><table> <tr> <td width="33.3%" align="center"> <a href="agent_skills/project-graveyard/"><img src="docs/gallery/project-graveyard.png" alt="Project Graveyard: an agent that autopsies your dead side projects"></a> <sub><b>Project Graveyard</b></sub> </td> <td width="33.3%" align="center"> <a href="voice_ai_agents/insurance_claim_live_agent_team/"><img src="docs/gallery/insurance-claim-live-team.png" alt="Insurance Claim Live Agent Team: voice claims settled in real time"></a> <sub><b>Insurance Claim Live Agent Team</b></sub> </td> <td width="33.3%" align="center"> <a href="advanced_ai_agents/single_agent_apps/ai_fraud_investigation_agent/"><img src="docs/gallery/ai-fraud-investigation.png" alt="AI Fraud Investigation Agent: public records, cross-examined"></a> <sub><b>AI Fraud Investigation Agent</b></sub> </td> </tr> <tr> <td align="center"> <a href="agent_skills/self-improving-agent-skills/"><img src="docs/gallery/self-improving-agent-skills.png" alt="Self-Improving Agent Skills: skills that rewrite themselves against evals"></a> <sub><b>Self-Improving Agent Skills</b></sub> </td> <td align="center"> <a href="advanced_ai_agents/multi_agent_apps/ai_home_renovation_agent"><img src="docs/gallery/ai-home-renovation.png" alt="AI Home Renovation Agent: photo in, photoreal redesign out"></a> <sub><b>AI Home Renovation Agent</b></sub> </td> <td align="center"> <a href="always_on_agents/always_on_hn_briefing_agent/"><img src="docs/gallery/always-on-hn-briefing.png" alt="Always-on HN Briefing Agent: it reads Hacker News while you sleep"></a> <sub><b>Always-on HN Briefing Agent</b></sub> </td> </tr> </table>

🚀 Run one now

Give your coding agent a new skill in 10 seconds:

npx skills add https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/agent_skills/project-graveyard

Then ask it: "why do I never finish my side projects?"

Or clone and run any 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

📬 New templates drop weekly. Get them in your inbox on Unwind AI.

🙏 Thanks to our sponsors

<table align="center" cellpadding="16" cellspacing="12"> <tr> <td align="center"> <a href="https://devtoolsacademy.link/shubham" target="_blank" rel="noopener" title="Vorflux"> <img src="docs/banner/sponsors/vorflux.png" alt="Vorflux" width="500"> </a> <br> <a href="https://devtoolsacademy.link/shubham" target="_blank" rel="noopener" style="text-decoration: none; color: #333; font-weight: bold; font-size: 18px;"> Vorflux </a> </td> <td align="center"> <a href="https://sponsorunwindai.com/" title="Become a Sponsor"> <img src="docs/banner/sponsor_awesome_llm_apps.png" alt="Become a Sponsor" width="500"> </a> <br> <a href="https://sponsorunwindai.com/" style="text-decoration: none; color: #333; font-weight: bold; font-size: 18px;"> Become a Sponsor </a> </td> </tr> </table>

📂 Browse all templates

🧩 Agent Skills

Give your coding agent new abilities. One command to install, plain English to use. Every skill ships real code and passes a security + eval CI gate. 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
🔭 Scope Creep Detector - Checks whether a diff grew beyond its stated intent and recommends what to keep, split, or justify
🏺 Commit Archaeologist - Reconstructs why a file or code region exists from its introducing commit, later edits, co-changes, and intent clues
🩺 Dependency Doctor - Checks a dependency manifest for standard-library pins, obsolete backports, unpinned entries, duplicate constraints, and yanked releases
🧠 Advisor Orchestrator Worker - Meta Loop with Claude Fable 5 as advisor, GPT-5.6 as orchestrator, and Gemini 3.7 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 - Turn any blog URL into a narrated podcast episode
❤️‍🩹 AI Breakup Recovery Agent - An agent team that talks you through the post-breakup spiral
📊 AI Data Analysis Agent - Ask questions of any CSV or Excel file in plain English
🩻 AI Medical Imaging Agent - Diagnostic analysis of X-rays and scans with Gemini
😂 AI Meme Generator Agent (Browser) - Makes memes by driving a real browser, not an image API
🎵 AI Music Generator Agent - Prompt in, MP3 track out
🛫 AI Travel Agent (Local & Cloud) - Personalized day-by-day travel itineraries
💸 AI x402 Paying Agent - An agent with a wallet that pays per-call for the data it needs — no API keys
✨ Gemini Multimodal Agent - Video analysis plus web search in one agent
🔄 Mixture of Agents - Multiple LLMs answer, one aggregates the best response
📊 xAI Finance Agent - Real-time stock analysis powered by Grok
🔍 OpenAI Research Agent - Multi-agent topic research with the OpenAI Agents SDK
🕸️ Web Scraping AI Agent - Describe what to extract and the agent scrapes it

🚀 Advanced AI Agents

Production-style agents with tools, memory, and multi-step reasoning.

🏚️ 🍌 AI Home Renovation Agent with Nano Banana Pro - Photos of your space in, renovation plan and photorealistic renders out
🧠 DevPulse AI - Multi-Agent Signal Intelligence - Aggregates and scores technical signals into a daily intelligence digest
🔍 AI Deep Research Agent - Comprehensive web research with the OpenAI Agents SDK and Firecrawl
📊 AI VC Due Diligence Agent Team - Multi-agent startup investment analysis with Gemini 3
🔬 AI Research Planner & Executor (Google Interactions API) - Multi-phase research with stateful conversations and auto-generated infographics
🤝 AI Consultant Agent - Market analysis and strategy recommendations with live web research
🏗️ AI System Architect Agent - Architecture reviews using DeepSeek R1 reasoning plus Claude
💰 AI Financial Coach Agent - Personalized budget, debt, and savings analysis
🎬 AI Movie Production Agent - Script drafts and casting ideas from a one-line movie concept
📈 AI Investment Agent - Stock comparison reports built on Yahoo Finance data
📡 Earnings Call Analyst Agent - Turns YouTube earnings calls into a playback-synced analyst workspace
🏋️‍♂️ AI Health & Fitness Agent - Tailored diet and workout plans from your goals
🚀 AI Product Launch Intelligence Agent - Go-to-market intelligence on competitor launches
🔍 AI Fraud Investigation Agent - Cross-references public records to flag facilities that don't add up
🗞️ AI Journalist Agent - Researches, writes, and edits articles on any topic
🧠 AI Mental Wellbeing Agent - A coordinated agent team for mental health support plans
📑 AI Meeting Agent - Context, industry insights, and strategy briefs before you walk in
🧬 AI Self-Evolving Agent - Agents that rewrite their own workflows with EvoAgentX
👨🏻‍💼 AI Sales Intelligence Agent Team - Generates competitive sales battle cards in real time
🎧 AI Social Media News and Podcast Agent - Curates your trusted sources into briefs and generated podcasts
🌐 Openwork - Open Browser Automation Agent <sub>↗ external</sub> - Open-source agent that operates a real browser
🛡️ Trust-Gated Multi-Agent Research Team - Every agent verified, every action in a hash-chained audit trail

🛰️ Always-on Agents

Background agents that run on schedules or events, monitor changing context, decide what needs attention, and proactively deliver updates, artifacts, or actions.

📰 Always-on Hacker News Briefing Agent - A scheduled scout that ships a ranked daily brief to Slack or email
📡 Release Radar Agent - Watches dependency releases and briefs you on breaking, deprecated, security, and major-version changes

🤝 Multi-agent Teams

Multiple agents collaborating to accomplish complex, cross-domain tasks.

🧲 AI Competitor Intelligence Agent Team - Structured competitor teardowns built from their own websites
💲 AI Finance Agent Team - A financial analyst team in 20 lines of Python
🎨 AI Game Design Agent Team - Full game concepts from a swarm of design specialists
🧭 AG2 Adaptive Research Team - Agent teamwork with routing and fallback, built on AG2
👨‍⚖️ AI Legal Agent Team (Cloud & Local) - Research, contract analysis, and strategy from a full legal bench
💼 AI Recruitment Agent Team - Resume screening to interview scheduling, end to end
🏠 AI Real Estate Agent Team - Property search, market analysis, and recommendations
👨‍💼 AI Services Agency (CrewAI) - A digital agency that scopes and plans your software project
👨‍🏫 AI Teaching Agent Team - A faculty of agents that builds your complete learning path
💻 Multimodal Coding Agent Team - Snap a photo of a coding problem, get a sandboxed solution
✨ Multimodal Design Agent Team - Design critiques from a Gemini-powered expert panel
🎨 🍌 Multimodal UI/UX Feedback Agent Team - Landing page feedback plus an auto-generated improved version
🌏 AI Travel Planner Agent Team - A complete trip itinerary, crafted by a team

🗣️ Voice AI Agents

Speech-in, speech-out agents using real-time voice APIs.

🗣️ AI Audio Tour Agent - Self-guided audio tours from your location, interests, and pace
📞 Customer Support Voice Agent - Voice answers grounded in your own docs
🛡️ Insurance Claim Live Agent Team - Real-time voice claim intake with Gemini Live
🔊 Voice RAG Agent (OpenAI SDK) - Ask your PDFs questions, hear the answers
🎙️ OpenSource Voice Dictation Agent (Wispr Flow clone) <sub>↗ external</sub> - Open-source dictation that types where you talk

🖼️ Generative UI and Agentic Frontends

Agents that render interactive UI components, not just text: forms, cards, charts, editable plans.

🗂️ Generative UI Starter Project - A chat-driven kanban board you and the agent work together
🪙 AI Financial Coach Agent - Budget, savings, and debt plans rendered as interactive cards
📊 AI Dashboard Canvas Agent - Describe a dashboard in chat, charts assemble on a live canvas
🛠️ AI MCP App Builder - Describe an MCP app, get a live sandboxed instance back
✈️ MCP Apps Generative UI Showcase - MCP apps that render real interactive UI, flight search included
🎛️ AI Shadcn Component Generator - Chat your way to production-ready shadcn components
🔍 AI Deep Research Agent - Research where every tool call renders as a live workspace card

🎮 Autonomous Game-Playing Agents

Agents that play games end-to-end: reasoning, strategy, and action.

🎮 AI 3D Pygame Agent - DeepSeek R1 writes PyGame code, browser agents run it live
♜ AI Chess Agent - Agent White vs Agent Black with validated moves
🎲 AI Tic-Tac-Toe Agent - Two different LLMs battle it out, move by move

♾️ MCP AI Agents

Agents that connect to external tools and data via Model Context Protocol.

♾️ Browser MCP Agent - Drive a real browser with natural language over MCP
🐙 GitHub MCP Agent - Explore and analyze any repo in plain English
📑 Notion MCP Agent - Talk to your Notion pages from the terminal
🌍 AI Travel Planner MCP Agent - Itineraries built on live Airbnb and Google Maps data
🔀 Multi-MCP Agent Router - Specialist agents, each wired to its own MCP server
🔌 OpenAI Remote MCP Tool Bridge - Connect OpenAI function calling directly to a remote MCP server

📀 RAG (Retrieval Augmented Generation)

Retrieval pipelines, from simple chains to agentic and multi-source.

🔥 Agentic RAG with Embedding Gemma - Fully local agentic RAG with EmbeddingGemma and Llama 3.2
🧐 Agentic RAG with Reasoning - Watch the agent's step-by-step reasoning as it retrieves
📰 AI Blog Search (RAG) - Agentic search over blog content, built on LangGraph
🔍 Autonomous RAG - GPT-4o answers from your PDFs, falls back to web search
🔄 Contextual AI RAG Agent - Managed RAG: datastore to grounded chat in minutes
🔄 Corrective RAG (CRAG) - Retrieval that grades itself and retries before answering
📎 Typed Agentic RAG with Pydantic AI - Validated answers with exact citations, or a refusal when evidence is weak
🐋 Deepseek Local RAG Agent - Local DeepSeek reasoning over your own documents
🤔 Gemini Agentic RAG - Query rewriting and web fallback with Gemini Flash Thinking
👀 Hybrid Search RAG (Cloud) - Keyword plus vector search feeding Claude
🔄 Llama 3.1 Local RAG - Chat with any webpage, fully offline
🖥️ Local Hybrid Search RAG - Hybrid search with everything running on your machine
🧬 Multimodal Agentic RAG - Text, PDFs, images, audio, and video, answered with citations
🦙 Local RAG Agent - Llama 3.2 and Qdrant, no API keys required
🧩 RAG-as-a-Service - A production RAG service in under 50 lines
✨ RAG Agent with Cohere - Command R7B retrieval with web-search fallback
⛓️ Basic RAG Chain - The minimal retrieval pipeline, applied to pharma research
📠 RAG with Database Routing - Routes each question to the right database automatically
🖼️ Vision RAG - Ask questions about images and PDF pages with Embed-4
🩺 RAG Failure Diagnostics Clinic - Find out why your RAG pipeline is wrong, systematically
🕸️ Knowledge Graph RAG with Citations - Multi-hop answers with verifiable source attribution

💾 LLM Apps with Memory

Agents and chatbots that remember conversations and user state across sessions.

💾 AI ArXiv Agent with Memory - Paper search that remembers your research interests
🛩️ AI Travel Agent with Memory - A travel assistant that remembers your preferences
💬 Llama3 Stateful Chat - Session-persistent chat with Llama 3
📝 LLM App with Personalized Memory - A chatbot that keeps context across conversations
🗄️ Local ChatGPT Clone with Memory - Fully local, with a personal memory per user
🧠 Multi-LLM Application with Shared Memory - Different models, one shared conversation memory

💬 Chat with X

Turn any data source into a chat interface.

💬 Chat with GitHub (GPT & Llama3) - Any repo, answered in 30 lines of RAG
📨 Chat with Gmail - Ask your inbox questions
📄 Chat with PDF (GPT & Llama3) - The classic, in 30 lines of Python
📚 Chat with Research Papers (ArXiv) (GPT & Llama3) - Explore arXiv conversationally with GPT-4o
📝 Chat with Substack - Chat with any newsletter's archive
📽️ Chat with YouTube Videos - Ask videos questions via their transcripts

🎯 LLM Optimization Tools

Reduce token usage, context size, and API cost without losing quality.

🎯 Toonify Token Optimization - Reduce LLM API costs by 30-60% using TOON format
🧠 Headroom Context Optimization - Reduce LLM API costs by 50-90%

🔧 LLM Fine-tuning

End-to-end fine-tuning recipes for open-source models.

🦥 Gemma 3 Fine-tuning - 4-bit LoRA with Unsloth, small and readable
🦙 Llama 3.2 Fine-tuning - Fine-tune in 30 lines, free on Colab

🧑‍🏫 AI Agent Framework Crash Courses

Deep-dive tutorials on the major agent frameworks.

Google ADK Crash Course - Starter agent, structured outputs, tools (built-in, function, third-party, MCP), memory, callbacks, plugins, and multi-agent patterns. Model-agnostic.
OpenAI Agents SDK Crash Course - Starter agent, function calling, structured outputs, tools, memory, evaluation, handoffs, swarm orchestration, and routing logic.

⭐ Star the repo to get notified when new templates drop.

<sub>  <a href="https://www.readme-i18n.com/Shubhamsaboo/awesome-llm-apps?lang=de">Deutsch</a> · <a href="https://www.readme-i18n.com/Shubhamsaboo/awesome-llm-apps?lang=es">Español</a> · <a href="https://www.readme-i18n.com/Shubhamsaboo/awesome-llm-apps?lang=fr">français</a> · <a href="https://www.readme-i18n.com/Shubhamsaboo/awesome-llm-apps?lang=ja">日本語</a> · <a href="https://www.readme-i18n.com/Shubhamsaboo/awesome-llm-apps?lang=ko">한국어</a> · <a href="https://www.readme-i18n.com/Shubhamsaboo/awesome-llm-apps?lang=pt">Português</a> · <a href="https://www.readme-i18n.com/Shubhamsaboo/awesome-llm-apps?lang=ru">Русский</a> · <a href="https://www.readme-i18n.com/Shubhamsaboo/awesome-llm-apps?lang=zh">中文</a> </sub>

<sub>Apache-2.0 · See <a href="LICENSE">LICENSE</a> · Fork it, ship it, sell it.</sub>

</div> Back to [Agent skills](/wiki/Agent_skills).

Shubhamsaboo/awesome-llm-apps (agents, skills, RAG apps)