rag ·

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](https://www.theunwindai.com)** · **[Quick start](#-run-one-now)** · **[Browse all templates](#-browse-all-templates)**

Featured on Trendshift as the #1 repository of the day

_{Project Graveyard}	_{Insurance Claim Live Agent Team}	_{AI Fraud Investigation Agent}
_{Self-Improving Agent Skills}	_{AI Home Renovation Agent}	_{Always-on HN Briefing Agent}

## 🚀 Run one now Give your coding agent a new skill in 10 seconds: ```bash 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: ```bash 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](https://www.theunwindai.com). ## 📂 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 →](agent_skills/)* * [⚰️ Project Graveyard](agent_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](agent_skills/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](agent_skills/scope-creep-detector/) - Checks whether a diff grew beyond its stated intent and recommends what to keep, split, or justify * [🏺 Commit Archaeologist](agent_skills/commit-archaeologist/) - Reconstructs why a file or code region exists from its introducing commit, later edits, co-changes, and intent clues * [🩺 Dependency Doctor](agent_skills/dependency-doctor/) - Checks a dependency manifest for standard-library pins, obsolete backports, unpinned entries, duplicate constraints, and yanked releases * [🧠 Advisor Orchestrator Worker](agent_skills/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](agent_skills/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](agent_skills/self-improving-agent-skills/) - Automatically optimize agent skills using Gemini and ADK ### 🛠️ Standalone Apps & Tools *Standalone web apps, creative tools, and browser extensions for everyday workflows.* * [✏️ Excaliflow - Hand-Drawn Diagrams with Live Animated Flows](advanced_llm_apps/excaliflow/) - Sketch system architectures and AI agent workflows on an Excalidraw-style canvas with live animated arrows and video export * [🪡 Needle - A New Way to Find](advanced_llm_apps/needle/) - 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](advanced_llm_apps/ripple/) - Find related inconsistencies and suggested fixes as you edit a Google Doc, using TypeSafe Jev and Gemini ### 🌱 Starter AI Agents *Single-file agents that run with just an API key - a great place to start.* * [🎙️ AI Blog to Podcast Agent](starter_ai_agents/ai_blog_to_podcast_agent/) - Turn any blog URL into a narrated podcast episode * [❤️‍🩹 AI Breakup Recovery Agent](starter_ai_agents/ai_breakup_recovery_agent/) - An agent team that talks you through the post-breakup spiral * [📊 AI Data Analysis Agent](starter_ai_agents/ai_data_analysis_agent/) - Ask questions of any CSV or Excel file in plain English * [🩻 AI Medical Imaging Agent](starter_ai_agents/ai_medical_imaging_agent/) - Diagnostic analysis of X-rays and scans with Gemini * [😂 AI Meme Generator Agent (Browser)](starter_ai_agents/ai_meme_generator_agent_browseruse/) - Makes memes by driving a real browser, not an image API * [🎵 AI Music Generator Agent](starter_ai_agents/ai_music_generator_agent/) - Prompt in, MP3 track out * [🛫 AI Travel Agent (Local & Cloud)](starter_ai_agents/ai_travel_agent/) - Personalized day-by-day travel itineraries * [💸 AI x402 Paying Agent](starter_ai_agents/ai_x402_paying_agent/) - An agent with a wallet that pays per-call for the data it needs — no API keys * [✨ Gemini Multimodal Agent](starter_ai_agents/multimodal_ai_agent/) - Video analysis plus web search in one agent * [🔄 Mixture of Agents](starter_ai_agents/mixture_of_agents/) - Multiple LLMs answer, one aggregates the best response * [📊 xAI Finance Agent](starter_ai_agents/xai_finance_agent/) - Real-time stock analysis powered by Grok * [🔍 OpenAI Research Agent](starter_ai_agents/openai_research_agent/) - Multi-agent topic research with the OpenAI Agents SDK * [🕸️ Web Scraping AI Agent](starter_ai_agents/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](advanced_ai_agents/multi_agent_apps/ai_home_renovation_agent) - Photos of your space in, renovation plan and photorealistic renders out * [🧠 DevPulse AI - Multi-Agent Signal Intelligence](advanced_ai_agents/multi_agent_apps/devpulse_ai/) - Aggregates and scores technical signals into a daily intelligence digest * [🔍 AI Deep Research Agent](advanced_ai_agents/single_agent_apps/ai_deep_research_agent/) - Comprehensive web research with the OpenAI Agents SDK and Firecrawl * [📊 AI VC Due Diligence Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/ai_vc_due_diligence_agent_team) - Multi-agent startup investment analysis with Gemini 3 * [🔬 AI Research Planner & Executor (Google Interactions API)](advanced_ai_agents/single_agent_apps/research_agent_gemini_interaction_api) - Multi-phase research with stateful conversations and auto-generated infographics * [🤝 AI Consultant Agent](advanced_ai_agents/single_agent_apps/ai_consultant_agent) - Market analysis and strategy recommendations with live web research * [🏗️ AI System Architect Agent](advanced_ai_agents/single_agent_apps/ai_system_architect_r1/) - Architecture reviews using DeepSeek R1 reasoning plus Claude * [💰 AI Financial Coach Agent](advanced_ai_agents/multi_agent_apps/ai_financial_coach_agent/) - Personalized budget, debt, and savings analysis * [🎬 AI Movie Production Agent](advanced_ai_agents/single_agent_apps/ai_movie_production_agent/) - Script drafts and casting ideas from a one-line movie concept * [📈 AI Investment Agent](advanced_ai_agents/single_agent_apps/ai_investment_agent/) - Stock comparison reports built on Yahoo Finance data * [📡 Earnings Call Analyst Agent](advanced_ai_agents/single_agent_apps/earnings_call_analyst_agent/) - Turns YouTube earnings calls into a playback-synced analyst workspace * [🏋️‍♂️ AI Health & Fitness Agent](advanced_ai_agents/single_agent_apps/ai_health_fitness_agent/) - Tailored diet and workout plans from your goals * [🚀 AI Product Launch Intelligence Agent](advanced_ai_agents/multi_agent_apps/product_launch_intelligence_agent) - Go-to-market intelligence on competitor launches * [🔍 AI Fraud Investigation Agent](advanced_ai_agents/single_agent_apps/ai_fraud_investigation_agent/) - Cross-references public records to flag facilities that don't add up * [🗞️ AI Journalist Agent](advanced_ai_agents/single_agent_apps/ai_journalist_agent/) - Researches, writes, and edits articles on any topic * [🧠 AI Mental Wellbeing Agent](advanced_ai_agents/multi_agent_apps/ai_mental_wellbeing_agent/) - A coordinated agent team for mental health support plans * [📑 AI Meeting Agent](advanced_ai_agents/single_agent_apps/ai_meeting_agent/) - Context, industry insights, and strategy briefs before you walk in * [🧬 AI Self-Evolving Agent](advanced_ai_agents/multi_agent_apps/ai_self_evolving_agent/) - Agents that rewrite their own workflows with EvoAgentX * [👨🏻‍💼 AI Sales Intelligence Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/ai_sales_intelligence_agent_team) - Generates competitive sales battle cards in real time * [🎧 AI Social Media News and Podcast Agent](advanced_ai_agents/multi_agent_apps/ai_news_and_podcast_agents/) - Curates your trusted sources into briefs and generated podcasts * [🌐 Openwork - Open Browser Automation Agent](https://github.com/accomplish-ai/coworker) _{↗ external} - Open-source agent that operates a real browser * [🛡️ Trust-Gated Multi-Agent Research Team](advanced_ai_agents/multi_agent_apps/trust_gated_agent_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](always_on_agents/always_on_hn_briefing_agent/) - A scheduled scout that ships a ranked daily brief to Slack or email * [📡 Release Radar Agent](always_on_agents/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](advanced_ai_agents/multi_agent_apps/agent_teams/ai_competitor_intelligence_agent_team/) - Structured competitor teardowns built from their own websites * [💲 AI Finance Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/ai_finance_agent_team/) - A financial analyst team in 20 lines of Python * [🎨 AI Game Design Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/ai_game_design_agent_team/) - Full game concepts from a swarm of design specialists * [🧭 AG2 Adaptive Research Team](advanced_ai_agents/multi_agent_apps/agent_teams/ag2_adaptive_research_team/) - Agent teamwork with routing and fallback, built on AG2 * [👨‍⚖️ AI Legal Agent Team (Cloud & Local)](advanced_ai_agents/multi_agent_apps/agent_teams/ai_legal_agent_team/) - Research, contract analysis, and strategy from a full legal bench * [💼 AI Recruitment Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/ai_recruitment_agent_team/) - Resume screening to interview scheduling, end to end * [🏠 AI Real Estate Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/ai_real_estate_agent_team) - Property search, market analysis, and recommendations * [👨‍💼 AI Services Agency (CrewAI)](advanced_ai_agents/multi_agent_apps/agent_teams/ai_services_agency/) - A digital agency that scopes and plans your software project * [👨‍🏫 AI Teaching Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/ai_teaching_agent_team/) - A faculty of agents that builds your complete learning path * [💻 Multimodal Coding Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/multimodal_coding_agent_team/) - Snap a photo of a coding problem, get a sandboxed solution * [✨ Multimodal Design Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/multimodal_design_agent_team/) - Design critiques from a Gemini-powered expert panel * [🎨 🍌 Multimodal UI/UX Feedback Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/multimodal_uiux_feedback_agent_team/) - Landing page feedback plus an auto-generated improved version * [🌏 AI Travel Planner Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/ai_travel_planner_agent_team/) - A complete trip itinerary, crafted by a team * [⚖️ LLM Panel Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/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](voice_ai_agents/ai_audio_tour_agent/) - Self-guided audio tours from your location, interests, and pace * [📞 Customer Support Voice Agent](voice_ai_agents/customer_support_voice_agent/) - Voice answers grounded in your own docs * [🛡️ Insurance Claim Live Agent Team](voice_ai_agents/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)](voice_ai_agents/voice_rag_openaisdk/) - Ask your PDFs questions, hear the answers * [🎙️ OpenSource Voice Dictation Agent (Wispr Flow clone)](https://github.com/akshayaggarwal99/jarvis-ai-assistant) _{↗ 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](generative_ui_agents/generative-ui-starter-project/) - A chat-driven kanban board you and the agent work together * [🪙 AI Financial Coach Agent](generative_ui_agents/ai-financial-coach-agent/) - Budget, savings, and debt plans rendered as interactive cards * [📊 AI Dashboard Canvas Agent](generative_ui_agents/ai-dashboard-canvas-agent/) - Describe a dashboard in chat, charts assemble on a live canvas * [🛠️ AI MCP App Builder](generative_ui_agents/ai-mcp-app-builder/) - Describe an MCP app, get a live sandboxed instance back * [✈️ MCP Apps Generative UI Showcase](generative_ui_agents/mcp-apps-generative-ui-showcase/) - MCP apps that render real interactive UI, flight search included * [🎛️ AI Shadcn Component Generator](generative_ui_agents/ai-shadcn-component-generator/) - Chat your way to production-ready shadcn components * [🔍 AI Deep Research Agent](generative_ui_agents/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](advanced_ai_agents/autonomous_game_playing_agent_apps/ai_3dpygame_r1/) - DeepSeek R1 writes PyGame code, browser agents run it live * [♜ AI Chess Agent](advanced_ai_agents/autonomous_game_playing_agent_apps/ai_chess_agent/) - Agent White vs Agent Black with validated moves * [🎲 AI Tic-Tac-Toe Agent](advanced_ai_agents/autonomous_game_playing_agent_apps/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](mcp_ai_agents/browser_mcp_agent/) - Drive a real browser with natural language over MCP * [🐙 GitHub MCP Agent](mcp_ai_agents/github_mcp_agent/) - Explore and analyze any repo in plain English * [📑 Notion MCP Agent](mcp_ai_agents/notion_mcp_agent) - Talk to your Notion pages from the terminal * [🌍 AI Travel Planner MCP Agent](mcp_ai_agents/ai_travel_planner_mcp_agent_team) - Itineraries built on live Airbnb and Google Maps data * [🔀 Multi-MCP Agent Router](mcp_ai_agents/multi_mcp_agent_router/) - Specialist agents, each wired to its own MCP server * [🔌 OpenAI Remote MCP Tool Bridge](mcp_ai_agents/openai_remote_mcp_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](rag_tutorials/agentic_rag_embedding_gemma) - Fully local agentic RAG with EmbeddingGemma and Llama 3.2 * [🧐 Agentic RAG with Reasoning](rag_tutorials/agentic_rag_with_reasoning/) - Watch the agent's step-by-step reasoning as it retrieves * [📰 AI Blog Search (RAG)](rag_tutorials/ai_blog_search/) - Agentic search over blog content, built on LangGraph * [🔍 Autonomous RAG](rag_tutorials/autonomous_rag/) - GPT-4o answers from your PDFs, falls back to web search * [🔄 Contextual AI RAG Agent](rag_tutorials/contextualai_rag_agent/) - Managed RAG: datastore to grounded chat in minutes * [🔄 Corrective RAG (CRAG)](rag_tutorials/corrective_rag/) - Retrieval that grades itself and retries before answering * [📎 Typed Agentic RAG with Pydantic AI](rag_tutorials/agentic_typed_rag_pydanticai/) - Validated answers with exact citations, or a refusal when evidence is weak * [🐋 Deepseek Local RAG Agent](rag_tutorials/deepseek_local_rag_agent/) - Local DeepSeek reasoning over your own documents * [🤔 Gemini Agentic RAG](rag_tutorials/gemini_agentic_rag/) - Query rewriting and web fallback with Gemini Flash Thinking * [👀 Hybrid Search RAG (Cloud)](rag_tutorials/hybrid_search_rag/) - Keyword plus vector search feeding Claude * [🔄 Llama 3.1 Local RAG](rag_tutorials/llama3.1_local_rag/) - Chat with any webpage, fully offline * [🖥️ Local Hybrid Search RAG](rag_tutorials/local_hybrid_search_rag/) - Hybrid search with everything running on your machine * [🧬 Multimodal Agentic RAG](rag_tutorials/multimodal_agentic_rag/) - Text, PDFs, images, audio, and video, answered with citations * [🦙 Local RAG Agent](rag_tutorials/local_rag_agent/) - Llama 3.2 and Qdrant, no API keys required * [🧩 RAG-as-a-Service](rag_tutorials

原始来源：https://github.com/Shubhamsaboo/awesome-llm-apps#readme