GitHub - Shubhamsaboo/awesome-llm-apps: 100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.

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

Project Graveyard

Insurance Claim Live Agent Team

AI Fraud Investigation Agent

Self-Improving Agent Skills

AI Home Renovation Agent

Always-on HN Briefing Agent

🙏 Thanks to our sponsors

TinyFish

Become a Sponsor

🚀 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 .

📂 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

• 👁️ First Reader - Simulates real readers going through your draft and reports where they lose interest, where they stop reading, and what they remember afterward, without rewriting a word

• 🔭 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 5.1 as advisor, GPT-6 Astra as orchestrator, and Gemini 3.8 Flash as worker

• 🎙️ Thinking Out Loud - Echoes a voice ramble back as a scannable brief, with the model's guesses quarantined and your reversals flagged

• ♾️ 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 ↗ external - 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

• ⚖️ LLM Panel Agent Team - Three vendors review the same diff blind, then argue it out anonymously

🗣️ 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 - Voice claim intake on Gemini 3.8 Live that writes a field notebook, looks at damage through the webcam, and sketches the incident

• 🔊 Voice RAG Agent (OpenAI SDK) - Ask your PDFs questions, hear the answers

• 🎙️ OpenSource Voice Dictation Agent (Wispr Flow clone) ↗ external - 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

🔎 AI Browser Tools

Small tools that bring AI into everyday browsing.

• 🪡 Needle - A New Way to Find - Search webpages by meaning and highlight the strongest source sentence, using a Chrome extension powered by TypeSafe Jev

• 🌀 Ripple - Change One Thing, Find What Else Needs to Change - Find related inconsistencies and suggested fixes as you edit a Google Doc, using TypeSafe Jev and Gemini

💾 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.

Deutsch · Español · français · 日本語 · 한국어 · Português · Русский · 中文

Apache-2.0 · See LICENSE · Fork it, ship it, sell it.

— 本文由 AI 根据公开来源辅助整理，命令、版本与许可证请在使用前到原始页面复核。