Verified project record

Shubhamsaboo/awesome-llm-apps

A repository of over 100 open-source AI agent and RAG application templates, organized across multiple domains such as voice, generative UI, and coding tools. It serves as a reference for developers and general users seeking tested starting points for building LLM applications.

Project overview

Project type: MCP · AI Agent · RAG
Use cases: Knowledge Q&A · Coding & Development · Automation
Deployment: Refer to project documentation
License: Apache-2.0

Best for

Developers and general users looking for tested, open-source templates to quickly prototype AI agents and retrieval pipelines.

Key capabilities

Ships a collection of installable coding agent skills with real code that pass security and eval CI gates.
Ships a collection of single-file AI agents that run with just an API key.
Ships a collection of production-style agent teams with tools, memory, and multi-step reasoning for complex tasks.
Ships a collection of speech-in, speech-out voice agents using real-time voice APIs.
Ships a collection of agents that render interactive UI components like forms, cards, and editable plans.
Ships a collection of agents that play games end-to-end including reasoning, strategy, and action.
Ships a collection of agents that connect to external tools and data via Model Context Protocol.
Ships a collection of Retrieval Augmented Generation pipelines, from simple chains to agentic and multi-source.

Limitations and risks

Many templates require external API keys to function, rather than shipping a fully self-contained runtime.

Getting started

Clone the repository, navigate to a specific template directory like the AI travel agent, install pip requirements, and run the application using Streamlit.

Evidence and sources

GitHub project description: 100+ AI Agent & RAG apps you can actually run — clone, customize, ship.
README: 100+ open-source AI agents, agent skills, and RAG apps. Hand-built, tested end-to-end, Apache-2.0.
README: 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…
README: Single-file agents that run with just an API key - a great place to start.
README: Production-style agents with tools, memory, and multi-step reasoning.

Reviewed at: 2026-07-16T12:05:49Z