# Amazing LLM Apps > Curated collection of LLM apps built with RAG, AI Agents, Multi-agent Teams, MCP, Voice Agents and more - **Type:** MCP server - **Install:** `agentstack add mcp-dandaakhilreddy-amazing-llm-apps` - **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior - **Seller:** [DandaAkhilReddy](https://agentstack.voostack.com/s/dandaakhilreddy) - **Installs:** 0 - **Category:** [AI & ML](https://agentstack.voostack.com/c/ai-and-ml) - **Latest version:** 0.1.0 - **License:** Apache-2.0 - **Upstream author:** [DandaAkhilReddy](https://github.com/DandaAkhilReddy) - **Source:** https://github.com/DandaAkhilReddy/Amazing_LLM_Apps ## Install ```sh agentstack add mcp-dandaakhilreddy-amazing-llm-apps ``` Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent. ## About agentchains.com --- # Amazing LLM Apps A curated collection of production-ready **LLM applications** built with RAG, AI Agents, Multi-agent Teams, MCP, and Voice Agents. Supports **OpenAI**, **Anthropic**, **Google**, **xAI**, **Qwen**, and **Llama** (local). > Based on [awesome-llm-apps](https://github.com/Shubhamsaboo/awesome-llm-apps) by Shubham Saboo (Apache 2.0) --- ## Table of Contents - [Starter AI Agents](#starter-ai-agents) - [Advanced AI Agents](#advanced-ai-agents) - [Game Playing Agents](#game-playing-agents) - [Multi-agent Teams](#multi-agent-teams) - [Voice AI Agents](#voice-ai-agents) - [MCP AI Agents](#mcp-ai-agents) - [RAG Tutorials](#rag-retrieval-augmented-generation) - [LLM Apps with Memory](#llm-apps-with-memory) - [Chat with X](#chat-with-x) - [Optimization Tools](#optimization-tools) - [Fine-tuning](#fine-tuning) - [Framework Crash Courses](#framework-crash-courses) - [Getting Started](#getting-started) --- ## Starter AI Agents | Project | Description | |---------|-------------| | [Blog to Podcast Agent](starter_ai_agents/ai_blog_to_podcast_agent/) | Convert blog posts into podcast audio | | [Breakup Recovery Agent](starter_ai_agents/ai_breakup_recovery_agent/) | Emotional support and recovery guidance | | [Data Analysis Agent](starter_ai_agents/ai_data_analysis_agent/) | Automated data analysis and insights | | [Medical Imaging Agent](starter_ai_agents/ai_medical_imaging_agent/) | Medical image analysis | | [Meme Generator Agent](starter_ai_agents/ai_meme_generator_agent_browseruse/) | Browser-based meme generation | | [Music Generator Agent](starter_ai_agents/ai_music_generator_agent/) | AI-powered music creation | | [Travel Agent](starter_ai_agents/ai_travel_agent/) | Local and cloud travel planning | | [Gemini Multimodal Agent](starter_ai_agents/gemini_multimodal_agent_demo/) | Multimodal capabilities with Gemini | | [Mixture of Agents](starter_ai_agents/mixture_of_agents/) | Multiple agent orchestration | | [xAI Finance Agent](starter_ai_agents/xai_finance_agent/) | Financial analysis with xAI | | [OpenAI Research Agent](starter_ai_agents/openai_research_agent/) | Research automation with OpenAI | | [Web Scraping Agent](starter_ai_agents/web_scraping_ai_agent/) | Local and cloud web scraping | ## Advanced AI Agents | Project | Description | |---------|-------------| | [Home Renovation Agent](advanced_ai_agents/multi_agent_apps/ai_home_renovation_agent) | Home renovation planning | | [DevPulse AI](advanced_ai_agents/multi_agent_apps/devpulse_ai/) | Multi-agent signal intelligence | | [Deep Research Agent](advanced_ai_agents/single_agent_apps/ai_deep_research_agent/) | Deep research automation | | [VC Due Diligence Team](advanced_ai_agents/multi_agent_apps/agent_teams/ai_vc_due_diligence_agent_team) | VC due diligence analysis | | [Research Planner](advanced_ai_agents/single_agent_apps/research_agent_gemini_interaction_api) | Google Interactions API research | | [Consultant Agent](advanced_ai_agents/single_agent_apps/ai_consultant_agent) | Consulting and advisory | | [System Architect Agent](advanced_ai_agents/single_agent_apps/ai_system_architect_r1/) | System architecture design | | [Financial Coach Agent](advanced_ai_agents/multi_agent_apps/ai_financial_coach_agent/) | Financial coaching and planning | | [Movie Production Agent](advanced_ai_agents/single_agent_apps/ai_movie_production_agent/) | Movie production planning | | [Investment Agent](advanced_ai_agents/single_agent_apps/ai_investment_agent/) | Investment analysis | | [Health & Fitness Agent](advanced_ai_agents/single_agent_apps/ai_health_fitness_agent/) | Health and fitness coaching | | [Product Launch Intelligence](advanced_ai_agents/multi_agent_apps/product_launch_intelligence_agent) | Product launch analysis | | [Journalist Agent](advanced_ai_agents/single_agent_apps/ai_journalist_agent/) | Automated journalism | | [Mental Wellbeing Agent](advanced_ai_agents/multi_agent_apps/ai_mental_wellbeing_agent/) | Mental health support | | [Meeting Agent](advanced_ai_agents/single_agent_apps/ai_meeting_agent/) | Meeting management | | [Self-Evolving Agent](advanced_ai_agents/multi_agent_apps/ai_self_evolving_agent/) | Self-improving agent system | | [Sales Intelligence Team](advanced_ai_agents/multi_agent_apps/agent_teams/ai_sales_intelligence_agent_team) | Sales intelligence | | [News & Podcast Agent](advanced_ai_agents/multi_agent_apps/ai_news_and_podcast_agents/) | Social media news processing | ## Game Playing Agents | Project | Description | |---------|-------------| | [3D Pygame Agent](advanced_ai_agents/autonomous_game_playing_agent_apps/ai_3dpygame_r1/) | 3D game playing with AI | | [Chess Agent](advanced_ai_agents/autonomous_game_playing_agent_apps/ai_chess_agent/) | Chess playing AI | | [Tic-Tac-Toe Agent](advanced_ai_agents/autonomous_game_playing_agent_apps/ai_tic_tac_toe_agent/) | Tic-tac-toe AI | ## Multi-agent Teams | Project | Description | |---------|-------------| | [Competitor Intelligence](advanced_ai_agents/multi_agent_apps/agent_teams/ai_competitor_intelligence_agent_team/) | Competitive analysis | | [Finance Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/ai_finance_agent_team/) | Financial analysis team | | [Game Design Team](advanced_ai_agents/multi_agent_apps/agent_teams/ai_game_design_agent_team/) | Game design collaboration | | [AG2 Adaptive Research](advanced_ai_agents/multi_agent_apps/agent_teams/ag2_adaptive_research_team/) | Adaptive research | | [Legal Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/ai_legal_agent_team/) | Legal analysis (cloud and local) | | [Recruitment Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/ai_recruitment_agent_team/) | Recruitment automation | | [Real Estate Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/ai_real_estate_agent_team) | Real estate analysis | | [Services Agency (CrewAI)](advanced_ai_agents/multi_agent_apps/agent_teams/ai_services_agency/) | CrewAI-powered services | | [Teaching Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/ai_teaching_agent_team/) | Educational AI team | | [Coding Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/multimodal_coding_agent_team/) | Multimodal code generation | | [Design Agent Team](advanced_ai_agents/multi_agent_apps/agent_teams/multimodal_design_agent_team/) | Design collaboration | | [UI/UX Feedback Team](advanced_ai_agents/multi_agent_apps/agent_teams/multimodal_uiux_feedback_agent_team/) | UI/UX feedback | | [Travel Planner Team](advanced_ai_agents/multi_agent_apps/agent_teams/ai_travel_planner_agent_team/) | Travel planning team | ## Voice AI Agents | Project | Description | |---------|-------------| | [Audio Tour Agent](voice_ai_agents/ai_audio_tour_agent/) | Audio-guided tours | | [Customer Support Voice Agent](voice_ai_agents/customer_support_voice_agent/) | Voice-based customer support | | [Voice RAG Agent](voice_ai_agents/voice_rag_openaisdk/) | Voice RAG with OpenAI SDK | ## MCP AI Agents | Project | Description | |---------|-------------| | [Browser MCP Agent](mcp_ai_agents/browser_mcp_agent/) | Browser automation via MCP | | [GitHub MCP Agent](mcp_ai_agents/github_mcp_agent/) | GitHub operations via MCP | | [Notion MCP Agent](mcp_ai_agents/notion_mcp_agent) | Notion integration via MCP | | [Travel Planner MCP Agent](mcp_ai_agents/ai_travel_planner_mcp_agent_team) | Travel planning via MCP | | [Multi-MCP Agent Router](mcp_ai_agents/multi_mcp_agent_router/) | Route across multiple MCP servers | ## RAG (Retrieval Augmented Generation) | Project | Description | |---------|-------------| | [Agentic RAG + Gemma](rag_tutorials/agentic_rag_embedding_gemma) | Agentic RAG with Gemma embeddings | | [Agentic RAG + Reasoning](rag_tutorials/agentic_rag_with_reasoning/) | Reasoning-enhanced RAG | | [Blog Search RAG](rag_tutorials/ai_blog_search/) | Blog content search | | [Autonomous RAG](rag_tutorials/autonomous_rag/) | Self-directing RAG | | [Contextual AI RAG](rag_tutorials/contextualai_rag_agent/) | Context-aware RAG | | [Corrective RAG](rag_tutorials/corrective_rag/) | Self-correcting retrieval | | [Deepseek Local RAG](rag_tutorials/deepseek_local_rag_agent/) | Local RAG with Deepseek | | [Gemini Agentic RAG](rag_tutorials/gemini_agentic_rag/) | Agentic RAG with Gemini | | [Hybrid Search RAG](rag_tutorials/hybrid_search_rag/) | Cloud hybrid search | | [Llama 3.1 Local RAG](rag_tutorials/llama3.1_local_rag/) | Local RAG with Llama 3.1 | | [Local Hybrid Search RAG](rag_tutorials/local_hybrid_search_rag/) | Local hybrid search | | [Local RAG Agent](rag_tutorials/local_rag_agent/) | Fully local RAG | | [RAG-as-a-Service](rag_tutorials/rag-as-a-service/) | RAG as a managed service | | [RAG + Cohere](rag_tutorials/rag_agent_cohere/) | Cohere-powered RAG | | [Basic RAG Chain](rag_tutorials/rag_chain/) | Simple RAG pipeline | | [RAG + Database Routing](rag_tutorials/rag_database_routing/) | Multi-database RAG | | [Vision RAG](rag_tutorials/vision_rag/) | Image-aware RAG | | [RAG Diagnostics](rag_tutorials/rag_failure_diagnostics_clinic/) | RAG debugging tools | | [Knowledge Graph RAG](rag_tutorials/knowledge_graph_rag_citations/) | Graph-based RAG with citations | ## LLM Apps with Memory | Project | Description | |---------|-------------| | [ArXiv Agent + Memory](advanced_llm_apps/llm_apps_with_memory_tutorials/ai_arxiv_agent_memory/) | ArXiv research with persistent memory | | [Travel Agent + Memory](advanced_llm_apps/llm_apps_with_memory_tutorials/ai_travel_agent_memory/) | Travel planning with memory | | [Llama3 Stateful Chat](advanced_llm_apps/llm_apps_with_memory_tutorials/llama3_stateful_chat/) | Stateful conversations | | [Personalized Memory](advanced_llm_apps/llm_apps_with_memory_tutorials/llm_app_personalized_memory/) | Personalized memory system | | [Local ChatGPT + Memory](advanced_llm_apps/llm_apps_with_memory_tutorials/local_chatgpt_with_memory/) | Local ChatGPT with persistence | | [Multi-LLM Shared Memory](advanced_llm_apps/llm_apps_with_memory_tutorials/multi_llm_memory/) | Cross-model shared memory | ## Chat with X | Project | Description | |---------|-------------| | [Chat with GitHub](advanced_llm_apps/chat_with_X_tutorials/chat_with_github/) | GPT and Llama3 GitHub chat | | [Chat with Gmail](advanced_llm_apps/chat_with_X_tutorials/chat_with_gmail/) | Email assistant | | [Chat with PDF](advanced_llm_apps/chat_with_X_tutorials/chat_with_pdf/) | GPT and Llama3 PDF chat | | [Chat with Research Papers](advanced_llm_apps/chat_with_X_tutorials/chat_with_research_papers/) | ArXiv paper chat | | [Chat with Substack](advanced_llm_apps/chat_with_X_tutorials/chat_with_substack/) | Substack newsletter chat | | [Chat with YouTube](advanced_llm_apps/chat_with_X_tutorials/chat_with_youtube_videos/) | YouTube video chat | ## Optimization Tools | Project | Description | |---------|-------------| | [Toonify Token Optimization](advanced_llm_apps/llm_optimization_tools/toonify_token_optimization/) | Reduce API costs 30-60% with TOON format | | [Headroom Context Optimization](advanced_llm_apps/llm_optimization_tools/headroom_context_optimization/) | Reduce API costs 50-90% via context compression | ## Fine-tuning | Project | Description | |---------|-------------| | [Gemma 3 Fine-tuning](advanced_llm_apps/llm_finetuning_tutorials/gemma3_finetuning/) | Fine-tune Google Gemma 3 | | [Llama 3.2 Fine-tuning](advanced_llm_apps/llm_finetuning_tutorials/llama3.2_finetuning/) | Fine-tune Meta Llama 3.2 | ## Framework Crash Courses | Framework | What You Learn | |-----------|----------------| | [Google ADK](ai_agent_framework_crash_course/google_adk_crash_course/) | Agents, structured outputs, tools (built-in/function/MCP), memory, callbacks, multi-agent patterns | | [OpenAI Agents SDK](ai_agent_framework_crash_course/openai_sdk_crash_course/) | Function calling, structured outputs, tools, memory, evaluation, agent handoffs, swarm orchestration | --- ## Getting Started ```bash git clone https://github.com/DandaAkhilReddy/Amazing_LLM_Apps.git cd Amazing_LLM_Apps/starter_ai_agents/ai_travel_agent pip install -r requirements.txt # Follow the project-specific README for setup ``` --- ## Maintained by **[Akhil Reddy](https://github.com/DandaAkhilReddy)** | [LinkedIn](https://www.linkedin.com/in/dandaakhilreddy/) | [agentchains.com](https://agentchains.com) ## License [Apache License 2.0](LICENSE) ## Acknowledgments Based on [awesome-llm-apps](https://github.com/Shubhamsaboo/awesome-llm-apps) by [Shubham Saboo](https://github.com/Shubhamsaboo). Full credit to the original author and contributors. ## Source & license This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code. - **Author:** [DandaAkhilReddy](https://github.com/DandaAkhilReddy) - **Source:** [DandaAkhilReddy/Amazing_LLM_Apps](https://github.com/DandaAkhilReddy/Amazing_LLM_Apps) - **License:** Apache-2.0 Install and usage instructions live in the source repository linked above. ## Pricing - **Free** — Free ## Security capabilities Automated source analysis of v0.1.0 — what this tool can access: - **Network access:** no - **Filesystem access:** no - **Shell / process execution:** no - **Environment & secrets:** no - **Dynamic code execution:** no *"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.* ## Versions - **0.1.0** — security scan: passed — Imported from the upstream source. ## Links - Listing page: https://agentstack.voostack.com/l/mcp-dandaakhilreddy-amazing-llm-apps - Seller: https://agentstack.voostack.com/s/dandaakhilreddy - Browse the marketplace: https://agentstack.voostack.com/browse --- Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.