Technical Documentation: Shubhamsaboo/awesome-llm-apps
ℹ️ Provenance: Multi-Tier Ingestion · CodeWiki Reference
Overview (README.md)
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Project Graveyard |
Insurance Claim Live Agent Team |
AI Fraud Investigation Agent |
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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-graveyardThen 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.
📂 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
🛠️ Standalone Apps & Tools
Standalone web apps, creative tools, and browser extensions for everyday workflows.
- ✏️ Excaliflow - Hand-Drawn Diagrams with Live Animated Flows - 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 - 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
🌱 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
💾 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.
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- Files Extracted: 1
- Estimated Token Budget: ~6166 tokens
- Canonical Reference: https://codewiki.google/github.com/Shubhamsaboo/awesome-llm-apps