This MCP project demonstrates how to use the MCP protocol with Azure OpenAI, providing a simple interface to interact with OpenAI's API through MCP server and client components, enabling efficient AI application development.
Added on:
Created by:
May 12 2025
This MCP project demonstrates how to use the MCP protocol with Azure OpenAI, providing a simple interface to interact with OpenAI's API through MCP server and client components, enabling efficient AI application development.
Added on:
Created by:
May 12 2025
Azure Samples
Featured
ThumbnailCreator.comAI-powered tool for creating stunning, professional YouTube thumbnails quickly and easily.- Refly.aiRefly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
- FineVoiceClone, Design, and Create Expressive AI Voices in Seconds, with Perfect Sound Effects and Music.
- VoxDeckNext-gen AI presentation maker，Turn your ideas & docs into attention-grabbing slides with AI.
- QoderQoder is an agentic coding platform for real software, Free to use the best model in preview.
- BGRemoverEasily remove image backgrounds online with SharkFoto BGRemover.
- Skywork.aiSkywork AI is an innovative tool to enhance productivity using AI.
- FlowithFlowith is a canvas-based agentic workspace which offers free 🍌Nano Banana Pro and other effective models...
- FixArt AIFixArt AI offers free, unrestricted AI tools for image and video generation without sign-up.
- Elser AIAll-in-one AI video creation studio that turns any text and images into full videos up to 30 minutes.
- SharkFotoSharkFoto is an all-in-one AI-powered platform for creating and editing videos, images, and music efficiently.
- Funy AIAI bikini & kiss videos from images or text. Try the AI Clothes Changer & Image Generator!
- Yollo AIChat & create with your AI companion. Image to Video, AI Image Generator.
- PippitElevate your content creation with Pippit's powerful AI tools!
- AI Clothes Changer by SharkFotoAI Clothes Changer by SharkFoto instantly lets you virtually try on outfits with realistic fit, texture, and lighting.
- SuperMaker AI Video GeneratorCreate stunning videos, music, and images effortlessly with SuperMaker.
- AnimeShortsCreate stunning anime shorts effortlessly with cutting-edge AI technology.
- Palix AIAll-in-one AI platform for creators to generate images, videos, and music with unified credits.
- Lyria3 AIAI music generator that creates high-fidelity, fully produced songs from text prompts, lyrics, and styles instantly.
- Tome AI PPTAI-powered presentation maker that generates, beautifies, and exports professional slide decks in minutes.
- Paper BananaAI-powered tool to convert academic text into publication-ready methodological diagrams and precise statistical plots instantly.
- AI Pet Video GeneratorCreate viral, shareable pet videos from photos using AI-driven templates and instant HD exports for social platforms.
- AtomsAI-driven platform that builds full‑stack apps and websites in minutes using multi‑agent automation, no coding required.
- Hitem3DHitem3D converts a single image into high-resolution, production-ready 3D models using AI.
- Ampere.SHFree managed OpenClaw hosting. Deploy AI agents in 60 seconds with $500 Claude credits.
- HookTideAI-powered LinkedIn growth platform that learns your voice to create content, engage, and analyze performance.
- Veemo - AI Video GeneratorVeemo AI is an all-in-one platform that quickly generates high-quality videos and images from text or images.
- Seedance 20 VideoSeedance 2 is a multimodal AI video generator delivering consistent characters, multi-shot storytelling, and native audio at 2K.
- GenPPT.AIAI-driven PPT maker that creates, beautifies, and exports professional PowerPoint presentations with speaker notes and charts in minutes.
- ainanobanana2Nano Banana 2 generates pro-quality 4K images in 4–6 seconds with precise text rendering and subject consistency.
- Create WhatsApp LinkFree WhatsApp link and QR generator with analytics, branded links, routing, and multi-agent chat features.
- GobiiGobii lets teams create 24/7 autonomous digital workers to automate web research and routine tasks.
- AirMusicAirMusic.ai generates high-quality AI music tracks from text prompts with style, mood customization, and stems export.
- AI FIRSTConversational AI assistant automating research, browser tasks, web scraping, and file management through natural language.
- GLM ImageGLM Image combines hybrid AR and diffusion models to generate high-fidelity AI images with exceptional text rendering.
- TextToHumanFree AI humanizer that instantly rewrites AI text into natural, human-like writing. No signup required.
- Manga Translator AIAI Manga Translator instantly translates manga images into multiple languages online.
- WhatsApp Warmup ToolAI-powered WhatsApp warmup tool automates bulk messaging while preventing account bans.
- Seedance 2 AIMulti-modal AI video generator that combines images, video, audio and text to create cinematic short clips.
- LTX-2 AIOpen-source LTX-2 generates 4K videos with native audio sync from text or image prompts, fast and production-ready.
- Remy - Newsletter SummarizerRemy automates newsletter management by summarizing emails into digestible insights.
- Seedance-2Seedance 2.0 is a free AI-powered text-to-video and image-to-video generator with realistic lip sync and sound effects.
- FalcoCutFalcoCut: web-based AI platform for video translation, avatar videos, voice cloning, face-swap and short video generation.
- Van Gogh Free Video GeneratorAn AI-powered free video generator that creates stunning videos from text and images effortlessly.
- SOLM8AI girlfriend you call, and chat with. Real voice conversations with memory. Every moment feels special with her.
- Telegram Group BotTGDesk is an all-in-one Telegram Group Bot to capture leads, boost engagement, and grow communities.
- Vertech AcademyVertech offers AI prompts designed to help students and teachers learn and teach effectively.
- Img2.AIAI platform that converts photos into stylized images and short animated videos with fast, high-quality results and one-click upscaling.
- ai song creatorCreate full-length, royalty-free AI-generated music up to 8 minutes with commercial license.
- Qwen-Image-2512 AIQwen-Image-2512 is a fast, high-resolution AI image generator with native Chinese text support.
- RSW Sora 2 AI StudioRemove Sora watermark instantly with AI-powered tool for zero quality loss and fast downloads.
- APIMartAPIMart offers unified access to 500+ AI models including GPT-5 and Claude 4.5 with cost savings.
- Lease A BrainAI-powered team of expert virtual professionals ready to assist in diverse business tasks. Sign-up for a free trial.
ThumbnailCreator.com
AI-powered tool for creating stunning, professional YouTube thumbnails quickly and easily.
Refly.ai
Refly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
FineVoice
Clone, Design, and Create Expressive AI Voices in Seconds, with Perfect Sound Effects and Music.
VoxDeck
Next-gen AI presentation maker，Turn your ideas & docs into attention-grabbing slides with AI.
Qoder
Qoder is an agentic coding platform for real software, Free to use the best model in preview.
BGRemover
Easily remove image backgrounds online with SharkFoto BGRemover.
Skywork.ai
Skywork AI is an innovative tool to enhance productivity using AI.
Flowith
Flowith is a canvas-based agentic workspace which offers free 🍌Nano Banana Pro and other effective models...
FixArt AI
FixArt AI offers free, unrestricted AI tools for image and video generation without sign-up.
Elser AI
All-in-one AI video creation studio that turns any text and images into full videos up to 30 minutes.
SharkFoto
SharkFoto is an all-in-one AI-powered platform for creating and editing videos, images, and music efficiently.
Funy AI
AI bikini & kiss videos from images or text. Try the AI Clothes Changer & Image Generator!
Yollo AI
Chat & create with your AI companion. Image to Video, AI Image Generator.
Pippit
Elevate your content creation with Pippit's powerful AI tools!
AI Clothes Changer by SharkFoto
AI Clothes Changer by SharkFoto instantly lets you virtually try on outfits with realistic fit, texture, and lighting.
SuperMaker AI Video Generator
Create stunning videos, music, and images effortlessly with SuperMaker.
AnimeShorts
Create stunning anime shorts effortlessly with cutting-edge AI technology.
Palix AI
All-in-one AI platform for creators to generate images, videos, and music with unified credits.
Lyria3 AI
AI music generator that creates high-fidelity, fully produced songs from text prompts, lyrics, and styles instantly.
Tome AI PPT
AI-powered presentation maker that generates, beautifies, and exports professional slide decks in minutes.
Paper Banana
AI-powered tool to convert academic text into publication-ready methodological diagrams and precise statistical plots instantly.
AI Pet Video Generator
Create viral, shareable pet videos from photos using AI-driven templates and instant HD exports for social platforms.
Atoms
AI-driven platform that builds full‑stack apps and websites in minutes using multi‑agent automation, no coding required.
Hitem3D
Hitem3D converts a single image into high-resolution, production-ready 3D models using AI.
Ampere.SH
Free managed OpenClaw hosting. Deploy AI agents in 60 seconds with $500 Claude credits.
HookTide
AI-powered LinkedIn growth platform that learns your voice to create content, engage, and analyze performance.
Veemo - AI Video Generator
Veemo AI is an all-in-one platform that quickly generates high-quality videos and images from text or images.
Seedance 20 Video
Seedance 2 is a multimodal AI video generator delivering consistent characters, multi-shot storytelling, and native audio at 2K.
GenPPT.AI
AI-driven PPT maker that creates, beautifies, and exports professional PowerPoint presentations with speaker notes and charts in minutes.
ainanobanana2
Nano Banana 2 generates pro-quality 4K images in 4–6 seconds with precise text rendering and subject consistency.
Create WhatsApp Link
Free WhatsApp link and QR generator with analytics, branded links, routing, and multi-agent chat features.
Gobii
Gobii lets teams create 24/7 autonomous digital workers to automate web research and routine tasks.
AirMusic
AirMusic.ai generates high-quality AI music tracks from text prompts with style, mood customization, and stems export.
AI FIRST
Conversational AI assistant automating research, browser tasks, web scraping, and file management through natural language.
GLM Image
GLM Image combines hybrid AR and diffusion models to generate high-fidelity AI images with exceptional text rendering.
TextToHuman
Free AI humanizer that instantly rewrites AI text into natural, human-like writing. No signup required.
Manga Translator AI
AI Manga Translator instantly translates manga images into multiple languages online.
WhatsApp Warmup Tool
AI-powered WhatsApp warmup tool automates bulk messaging while preventing account bans.
Seedance 2 AI
Multi-modal AI video generator that combines images, video, audio and text to create cinematic short clips.
LTX-2 AI
Open-source LTX-2 generates 4K videos with native audio sync from text or image prompts, fast and production-ready.
Remy - Newsletter Summarizer
Remy automates newsletter management by summarizing emails into digestible insights.
Seedance-2
Seedance 2.0 is a free AI-powered text-to-video and image-to-video generator with realistic lip sync and sound effects.
FalcoCut
FalcoCut: web-based AI platform for video translation, avatar videos, voice cloning, face-swap and short video generation.
Van Gogh Free Video Generator
An AI-powered free video generator that creates stunning videos from text and images effortlessly.
SOLM8
AI girlfriend you call, and chat with. Real voice conversations with memory. Every moment feels special with her.
Telegram Group Bot
TGDesk is an all-in-one Telegram Group Bot to capture leads, boost engagement, and grow communities.
Vertech Academy
Vertech offers AI prompts designed to help students and teachers learn and teach effectively.
Img2.AI
AI platform that converts photos into stylized images and short animated videos with fast, high-quality results and one-click upscaling.
ai song creator
Create full-length, royalty-free AI-generated music up to 8 minutes with commercial license.
Qwen-Image-2512 AI
Qwen-Image-2512 is a fast, high-resolution AI image generator with native Chinese text support.
RSW Sora 2 AI Studio
Remove Sora watermark instantly with AI-powered tool for zero quality loss and fast downloads.
APIMart
APIMart offers unified access to 500+ AI models including GPT-5 and Claude 4.5 with cost savings.
Lease A Brain
AI-powered team of expert virtual professionals ready to assist in diverse business tasks. Sign-up for a free trial.
What is Azure Container Apps - AI & MCP Playground?
This project illustrates how to implement the MCP protocol with Azure OpenAI, enabling seamless communication between MCP host, client, and server components. It provides a terminal-based demo where users can interact with an AI agent that accesses tools like a TODO list, with the backend handling requests using either HTTP or SSE MCP server implementations. It supports multiple language models such as Azure OpenAI, OpenAI, and GitHub models, with configuration options for API keys, endpoints, and Docker or local deployment methods for testing and development. The setup includes a Postgres database for state management and various tools for AI-driven interactions, making it ideal for building scalable AI-enabled applications in the cloud.
Who will use Azure Container Apps - AI & MCP Playground?
- Developers interested in MCP and AI integration
- AI application developers using Azure OpenAI
- Cloud solution architects implementing scalable AI systems
How to use the Azure Container Apps - AI & MCP Playground?
- Step 1: Clone the repository from GitHub.
- Step 2: Install dependencies using npm for MCP host and servers.
- Step 3: Configure environment variables with your Azure/OpenAI/GitHub API keys.
- Step 4: Run MCP servers locally via Docker or directly with npm commands.
- Step 5: Launch the MCP host to interact with the AI agent through terminal commands.
- Step 6: Use the provided tools to add, list, complete, or delete TODO items via the interface.
Azure Container Apps - AI & MCP Playground's Core Features & Benefits
The Core Features
- Interaction with OpenAI, Azure OpenAI, GitHub AI models
- Supports HTTP and SSE protocols for MCP communication
- Tools for managing TODO lists (add, list, complete, delete)
- Configurable environment for deployment via Docker or local setup
The Benefits
- Enables scalable AI integrations across cloud environments
- Supports multiple protocol and model configurations
- Streamlined setup for development and testing
- Flexible architecture with database support for state management
Azure Container Apps - AI & MCP Playground's Main Use Cases & Applications
- Building AI-powered chatbots and agents
- Automating workflows with AI tools in cloud environments
- Integrating MCP with Azure OpenAI for enterprise solutions
- Developing scalable AI services for customer support and knowledge management
FAQs of Azure Container Apps - AI & MCP Playground
Developer
- Azure-Samples
You may also like:
Developer Tools
A desktop application for managing server and client interactions with comprehensive functionalities.
A Model Context Protocol server for Eagle that manages data exchange between Eagle app and data sources.
A chat-based client that integrates and uses various MCP tools directly within a chat environment for enhanced productivity.
A Docker image hosting multiple MCP servers accessible through a unified entry point with supergateway integration.
Provides access to YNAB account balances, transactions, and transaction creation through MCP protocol.
A fast, scalable MCP server for managing real-time multi-client Zerodha trading operations.
A remote SSH client facilitating secure, proxy-based access to MCP servers for remote tool utilization.
A Spring-based MCP server integrating AI capabilities for managing and processing Minecraft mod communication protocols.
A minimalistic MCP client with essential chat features, supporting multiple models and contextual interactions.
A secure MCP server enabling AI agents to interact with Authenticator App for 2FA codes and passwords.
Research And Data
A server implementation supporting Model Context Protocol, integrating CRIC's industrial AI capabilities.
Provides real-time traffic, air quality, weather, and bike-sharing data for Valencia city in a unified platform.
A React application demonstrating integration with Supabase via MCP tools and Tambo for UI component registration.
A MCP client integrating Brave Search API for web searches, utilizing MCP protocol for efficient communication.
A protocol server enabling seamless communication between Umbraco CMS and external applications.
NOL integrates LangChain and Open Router to create a multi-client MCP server using Next.js
Connects LLMs to Firebolt Data Warehouse for autonomous querying, data access, and insight generation.
A client framework for connecting AI agents to MCP servers, enabling tool discovery and integration.
Spring Link facilitates linking and managing multiple Spring Boot applications efficiently within a unified environment.
An open-source client to interact with multiple MCP servers, enabling seamless tool access for Claude.
Cloud Platforms
A Spring-based chatbot for Cloud Foundry that integrates with AI services, MCP, and memGPT for advanced capabilities.
Automates MCP server creation for AWS services using boto3, simplifying server setup for development.
A serverless MCP hosted in AWS Lambda that interacts with AWS Bedrock for AI model processing via API Gateway.
A server-client MCP facilitating communication and data exchange between AI services and storage systems.
Enables interaction with SharePoint Online via REST API, supporting site, list, and user management functions.
A comprehensive suite of containers for efficient microservices deployment and management.
A client and server setup facilitating GitLab SSE communication via a supergateway for real-time updates.
A cross-platform package manager designed to manage all MCP servers efficiently and seamlessly.
A demo project showing how to build an MCP client agent to connect to external services via MCP protocol.
Implements an MCP server and client using FastMCP and LangChain for structured asynchronous communication.