A collection of projects showcasing RAG, agents, workflows, and other AI use cases
Awesome AI Apps is a curated index of more than 80 working code examples and tutorials for building LLM-based applications in Python, organized into discrete categories including starter agents, voice agents, MCP agents, memory agents, RAG applications, and advanced agents. Each entry links to a self-contained project rather than just a description, giving developers runnable reference implementations they can adapt directly. The list covers integration with Claude through the Model Context Protocol (MCP) as a dedicated section, alongside other LLM providers and frameworks, making it a practical reference for developers who want to see how MCP-backed tooling works in practice. RAG examples cover document retrieval pipelines, while voice agent entries demonstrate speech-to-text and text-to-speech workflows. The collection has accumulated over 12,700 GitHub stars and is an active Hacktoberfest participant, indicating ongoing community contributions. Developers new to agentic architectures, as well as those evaluating MCP adoption, are the primary audience.
- ✓Open-source license (MIT)
- ✓Actively maintained (<30d)
- ✓Healthy fork ratio
- ✓Clear description
- ✓Topics declared
- ✓Mature repo (>1y old)
git clone https://github.com/Arindam200/awesome-ai-appsAwesome Lists overview
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# Awesome AI Apps [](https://awesome.re)
<a href="https://trendshift.io/repositories/14662" target="_blank"><img src="https://trendshift.io/api/badge/repositories/14662" alt="Arindam200%2Fawesome-ai-apps | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
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This repository is a comprehensive collection of **80+ practical examples, tutorials, and recipes** for building powerful LLM-powered applications — including text agents, voice assistants, RAG apps, and MCP-backed tools. These projects serve as a guide for developers working with various AI frameworks and stacks.
## 📋 Table of Contents
- [🎓 Courses](#-courses)
- [🚀 Featured AI Apps](#-featured-ai-apps)
- [🧩 Starter Agents](#-starter-agents)
- [🪶 Simple Agents](#-simple-agents)
- [🎙️ Voice Agents](#-voice-agents)
- [🗂️ MCP Agents](#️-mcp-agents)
- [🧠 Memory Agents](#-memory-agents)
- [📚 RAG Applications](#-rag-applications)
- [🔬 Advanced Agents](#-advanced-agents)
- [📺 Tutorials & Videos](#-tutorials--videos)
- [🚀 Getting Started](#getting-started)
- [🤝 Contributing](#-contributing)
---
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## 💎 Sponsors
<p align="center">
A huge thank you to our sponsors for their generous support!
</p>
<table align="center" cellpadding="10" style="width:100%; border-collapse:collapse;">
<tr align="center">
<td width="300" valign="middle" align="center">
<a href="https://dub.sh/brightdata" target="_blank" title="Visit Bright Data">
<img src="https://mintlify.s3.us-west-1.amazonaws.com/brightdata/logo/light.svg" height="35" style="max-width:180px;" alt="Bright Data - Web Data Platform">
</a>
<br>
<sub>
<span style="white-space:nowrap;">Web Data Platform</span>
<br>
<a href="https://dub.sh/brightdata" target="_blank">
<img src="https://img.shields.io/badge/Visit%20Site-blue?style=flat-square" alt="Visit Bright Data website">
</a>
</sub>
</td>
<td width="300" valign="middle" align="center">
<a href="https://dub.sh/nebius" target="_blank" title="Visit Nebius Token Factory">
<img src="./assets/nebius.png" height="36" style="max-width:180px;" alt="Nebius Token Factory">
</a>
<br>
<sub>
<span style="white-space:nowrap;">AI Inference Provider</span>
<br>
<a href="https://dub.sh/nebius" target="_blank">
<img src="https://img.shields.io/badge/Visit%20Site-blue?style=flat-square" alt="Visit Nebius Token Factory">
</a>
</sub>
</td>
<td width="300" valign="middle" align="center">
<a href="https://dub.sh/scrapegraphai" target="_blank" title="Visit ScrapeGraphAI on GitHub">
<img src="https://raw.githubusercontent.com/ScrapeGraphAI/ScrapeGraph-AI/main/docs/assets/scrapegraphai_logo.png" height="44" style="max-width:180px;" alt="ScrapeGraphAI - Web Scraping Library">
</a>
<br>
<sub>
<span style="white-space:nowrap;">AI Web Scraping framework</span>
<br>
<a href="https://dub.sh/scrapegraphai" target="_blank">
<img src="https://img.shields.io/badge/Visit%20Site-blue?style=flat-square" alt="View ScrapeGraphAI on GitHub">
</a>
</sub>
</td>
</tr>
<tr align="center">
<td width="300" valign="middle" align="center">
<a href="https://dub.sh/memorilabs" target="_blank" title="Visit Memorilabs">
<img src="assets/memori.png" height="36" style="max-width:180px;" alt="Memori - SQL Native Memory for AI">
</a>
<br>
<sub>
<span style="white-space:nowrap;">SQL Native Memory for AI</span>
<br>
<a href="https://dub.sh/memorilabs" target="_blank">
<img src="https://img.shields.io/badge/Visit%20Site-blue?style=flat-square" alt="Visit Memorilabs website">
</a>
</sub>
</td>
<td width="300" valign="middle" align="center">
<a href="https://dub.sh/copilotkit" target="_blank" title="Visit CopilotKit">
<img src="assets/copilot-kit-logo.svg" height="36" style="max-width:180px;" alt="CopilotKit - Agentic Application Platform">
</a>
<br>
<sub>
<span style="white-space:nowrap;">Agentic Application Platform</span>
<br>
<a href="https://dub.sh/copilotkit" target="_blank">
<img src="https://img.shields.io/badge/Visit%20Site-blue?style=flat-square" alt="Visit CopilotKit website">
</a>
</sub>
</td>
<td width="300" valign="middle" align="center">
<a href="https://dub.sh/scalekitt" target="_blank" title="Visit ScaleKit">
<img src="assets/scalekit.svg" height="36" style="max-width:180px;" alt="ScaleKit - Auth Stack for AI">
</a>
<br>
<sub>
<span style="white-space:nowrap;">Auth Stack for AI</span>
<br>
<a href="https://dub.sh/scalekitt" target="_blank">
<img src="https://img.shields.io/badge/Visit%20Site-blue?style=flat-square" alt="Visit ScaleKit website">
</a>
</sub>
</td>
</tr>
<tr align="center">
<td width="200" valign="middle" align="center">
<a href="https://okahu.ai" target="_blank" title="Visit Okahu">
<img src="assets/okahu.png" height="36" style="max-width:180px;" alt="Okahu - AI Platform">
</a>
<br>
<sub>
<span style="white-space:nowrap;">AI Observability Platform</span>
<br>
<a href="https://okahu.ai" target="_blank">
<img src="https://img.shields.io/badge/Visit%20Site-blue?style=flat-square" alt="Visit Okahu website">
</a>
</sub>
</td>
<td width="200" valign="middle" align="center">
<a href="https://dub.sh/serpApi" target="_blank" title="Visit SerpApi">
<img src="assets/serpapi.png" height="36" style="max-width:180px;" alt="SerpApi - Google Search API">
</a>
<br>
<sub>
<span style="white-space:nowrap;">Google Search API</span>
<br>
<a href="https://dub.sh/serpApi" target="_blank">
<img src="https://img.shields.io/badge/Visit%20Site-blue?style=flat-square" alt="Visit SerpApi website">
</a>
</sub>
</td>
<td width="200" valign="middle" align="center">
<a href="https://dub.sh/agentfield" target="_blank" title="Visit AgentField">
<img src="assets/agentfield.png" height="40" style="max-width:180px;" alt="AgentField - Kubernetes for AI Agents">
</a>
<br>
<sub>
<span style="white-space:nowrap;">Kubernetes for AI Agents</span>
<br>
<a href="https://dub.sh/agentfield" target="_blank">
<img src="https://img.shields.io/badge/Visit%20Site-blue?style=flat-square" alt="Visit AgentField website">
</a>
</sub>
</td>
</tr>
</table>
### 💎 Become a Sponsor
<p align="center">
Interested in sponsoring this project? Feel free to reach out!
<br/>
<a href="https://dub.sh/arindam-linkedin" target="_blank">
<img src="https://img.shields.io/badge/LinkedIn-0077B5?style=for-the-badge&logo=linkedin&logoColor=white" alt="LinkedIn">
</a>
<a href="mailto:arindammajumder2020@gmail.com">
<img src="https://img.shields.io/badge/Email-D14836?style=for-the-badge&logo=gmail&logoColor=white" alt="Email">
</a>
</p>
</div>
---
## 🎓 Courses
### AWS Strands Course for Beginners
**Comprehensive hands-on course on building AI agents with AWS Strands SDK:**
- [**AWS Strands Course**](course/aws_strands) - Complete 8-lesson course covering agent fundamentals to production patterns
- **Foundation**: Basic agents, session management, structured output
- **Integration**: MCP agents, human-in-the-loop patterns
- **Multi-Agent**: Orchestrator agents, swarm intelligence, graph workflows
- **Production**: Observability, safety guardrails, and best practices
## 🚀 Featured AI Apps
### 🧩 Starter Agents
**Quick-start agents for learning and extending different AI frameworks.** _19 projects_
- [Agno HackerNews Analysis](starter_ai_agents/agno_starter) - Agno-based agent for trend analysis on HackerNews
- [OpenAI SDK Starter](starter_ai_agents/openai_agents_sdk) - OpenAI Agents SDK with email helper & haiku writer examples
- [LlamaIndex Task Manager](starter_ai_agents/llamaindex_starter) - LlamaIndex-powered task assistant
- [CrewAI Research Crew](starter_ai_agents/crewai_starter) - Multi-agent research team example
- [Letta Starter](starter_ai_agents/letta_starter) - Stateful agent with persistent long-term memory across sessions
- [PydanticAI Weather Bot](starter_ai_agents/pydantic_starter) - Real-time weather information agent
- [LangChain Starter](starter_ai_agents/langchain_starter) - LangChain tool-calling agent with `create_tool_calling_agent` + `AgentExecutor`, powered by Nebius
- [LangGraph Starter](starter_ai_agents/langgraph_starter) - LangGraph prebuilt ReAct agent (`create_react_agent`) with custom tools, powered by Nebius
- [AWS Strands Agent Starter](starter_ai_agents/aws_strands_starter) - Weather report agent using AWS Strands SDK
- [Mastra Starter](starter_ai_agents/mastra_starter) - TypeScript-first agent with a custom tool powered by Nebius Token Factory
- [Camel AI Starter](starter_ai_agents/camel_ai_starter) - Performance benchmarking tool comparing various AI models
- [DSPy Starter](starter_ai_agents/dspy_starter) - DSPy framework for building and optimizing AI systems
- [Google ADK Starter](starter_ai_agents/google_adk_starter) - Google Agent Development Kit starter template
- [Semantic Kernel Starter](starter_ai_agents/semantic_kernel_starter) - Microsoft Semantic Kernel `ChatCompletionAgent` with plugin-based tool calling
- [smolagents Starter](starter_ai_agents/smolagents_starter) - Hugging Face smolagents code-first web-search agent
- [AutoGen Starter](starter_ai_agents/autogen_starter) - Microsoft AutoGen `AssistantAgent` with a custom tool,What people ask about awesome-ai-apps
What is Arindam200/awesome-ai-apps?
+
Arindam200/awesome-ai-apps is awesome lists for the Claude AI ecosystem. A collection of projects showcasing RAG, agents, workflows, and other AI use cases It has 12.8k GitHub stars and was last updated today.
How do I install awesome-ai-apps?
+
You can install awesome-ai-apps by cloning the repository (https://github.com/Arindam200/awesome-ai-apps) or following the README instructions on GitHub. ClaudeWave also provides quick install blocks on this page.
Is Arindam200/awesome-ai-apps safe to use?
+
Our security agent has analyzed Arindam200/awesome-ai-apps and assigned a Trust Score of 100/100 (tier: Verified). See the full breakdown of passed checks and flags on this page.
Who maintains Arindam200/awesome-ai-apps?
+
Arindam200/awesome-ai-apps is maintained by Arindam200. The last recorded GitHub activity is from today, with 67 open issues.
Are there alternatives to awesome-ai-apps?
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Yes. On ClaudeWave you can browse similar awesome lists at /categories/awesome, sorted by popularity or recent activity.
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[](https://claudewave.com/repo/arindam200-awesome-ai-apps)<a href="https://claudewave.com/repo/arindam200-awesome-ai-apps"><img src="https://claudewave.com/api/badge/arindam200-awesome-ai-apps" alt="Featured on ClaudeWave: Arindam200/awesome-ai-apps" width="320" height="64" /></a>More Awesome Lists
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