A collection of test servers implementing the Model Context Protocol (MCP)

0
0 Reviews
4 Stars
This MCP provides multiple test servers designed for implementing and testing the Model Context Protocol (MCP). It includes functionalities such as ping responses, resource management, environment validation, resource duplication, image generation, large data responses, date/time operations, and extensive tool testing with 100 simple tools. Suitable for developers needing protocol compliance testing, environment validation, or server behavior simulation.
Added on:
Created by:
A collection of test servers implementing the Model Context Protocol (MCP)

A collection of test servers implementing the Model Context Protocol (MCP)

0 Reviews
4
0
A collection of test servers implementing the Model Context Protocol (MCP)
This MCP provides multiple test servers designed for implementing and testing the Model Context Protocol (MCP). It includes functionalities such as ping responses, resource management, environment validation, resource duplication, image generation, large data responses, date/time operations, and extensive tool testing with 100 simple tools. Suitable for developers needing protocol compliance testing, environment validation, or server behavior simulation.
Added on:
Created by:
Apr 25 2025
Michael Feldstein
Featured
Flowith
Flowith is a canvas-based agentic workspace which offers free 🍌Nano Banana Pro and other effective models...
Refly.ai
Refly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
BGRemover
Easily remove image backgrounds online with SharkFoto BGRemover.
FineVoice
Clone, Design, and Create Expressive AI Voices in Seconds, with Perfect Sound Effects and Music.
Elser AI
All-in-one AI video creation studio that turns any text and images into full videos up to 30 minutes.
FixArt AI
FixArt AI offers free, unrestricted AI tools for image and video generation without sign-up.
Yollo AI
Chat & create with your AI companion. Image to Video, AI Image Generator.
Qoder
Qoder is an agentic coding platform for real software, Free to use the best model in preview.
Skywork.ai
Skywork AI is an innovative tool to enhance productivity using AI.
VoxDeck
Next-gen AI presentation maker,Turn your ideas & docs into attention-grabbing slides with AI.
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!
ThumbnailCreator.com
AI-powered tool for creating stunning, professional YouTube thumbnails quickly and easily.
Pippit
Elevate your content creation with Pippit's powerful AI tools!
SuperMaker AI Video Generator
Create stunning videos, music, and images effortlessly with SuperMaker.
AnimeShorts
Create stunning anime shorts effortlessly with cutting-edge AI technology.
Kling 3.0
Kling 3.0 is an AI-powered 4K video generator with native audio, advanced motion control, and Canvas Agent.
TextToHuman
Free AI humanizer that instantly rewrites AI text into natural, human-like writing. No signup required.
Gobii
Gobii lets teams create 24/7 autonomous digital workers to automate web research and routine tasks.
Create WhatsApp Link
Free WhatsApp link and QR generator with analytics, branded links, routing, and multi-agent chat features.
GLM Image
GLM Image combines hybrid AR and diffusion models to generate high-fidelity AI images with exceptional text rendering.
AI FIRST
Conversational AI assistant automating research, browser tasks, web scraping, and file management through natural language.
AirMusic
AirMusic.ai generates high-quality AI music tracks from text prompts with style, mood customization, and stems export.
LTX-2 AI
Open-source LTX-2 generates 4K videos with native audio sync from text or image prompts, fast and production-ready.
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.
Qwen-Image-2512 AI
Qwen-Image-2512 is a fast, high-resolution AI image generator with native Chinese text support.
FalcoCut
FalcoCut: web-based AI platform for video translation, avatar videos, voice cloning, face-swap and short video generation.
ai song creator
Create full-length, royalty-free AI-generated music up to 8 minutes with commercial license.
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.
Remy - Newsletter Summarizer
Remy automates newsletter management by summarizing emails into digestible insights.
PoYo API
PoYo.ai is a unified AI API platform for image, video, music and chat generation, built for developers.
APIMart
APIMart offers unified access to 500+ AI models including GPT-5 and Claude 4.5 with cost savings.
RSW Sora 2 AI Studio
Remove Sora watermark instantly with AI-powered tool for zero quality loss and fast downloads.
Seedance 1.5 Pro
Seedance 1.5 Pro is an AI-powered cinematic video generator with perfect lip-sync and real-time audio-video sync.
Vertech Academy
Vertech offers AI prompts designed to help students and teachers learn and teach effectively.
Explee
Start outreach RIGHT NOW with single-line description of your ICP
Lease A Brain
AI-powered team of expert virtual professionals ready to assist in diverse business tasks. Sign-up for a free trial.
Rebelgrowth
Grow your revenue from organic traffic on autopilot: Keyword research. SEO optimized articles and EVEN backlinks.
NanoPic
NanoPic offers fast, high-quality conversational image editing powered by AI with 2K/4K output.
Edensign
Edensign is an AI-driven virtual staging platform transforming real estate photos quickly and realistically.
codeflying
CodeFlying – Vibe Coding App Builder | Create Full-Stack Apps by Chatting with AI
Vadu AI
All-in-one AI video & image generator with Sora 2, Veo 3, Kling, and 10+ top models.
Camtasia online
Camtasia Online is a free tool for screen recording and video editing, all from your web browser.
Wollo.ai
Wollo allows you to create, explore, and chat with AI characters using advanced, emotionally aware AI technology.
remio - Personal AI Assistant
remio is an AI-powered personal knowledge hub that captures and organizes all your digital info automatically.
TattooAI AI Tattoo Generator
AI Tattoo Generator creates personalized, high-quality tattoo designs quickly with advanced AI technology.
Avoid.so
Avoid.so offers advanced AI humanizer technology to bypass AI detection algorithms seamlessly.
Chatronix
LLM aggregator that connects multiple AI models in one platform for comparison, integration, and automation.
PXZ AI
PXZ.ai is an all-in-one AI platform offering tools for image, video, voice, writing, and chat creation.
yesTool.ai
All-in-one AI platform for creating videos, music, and images with no technical skills required.
Z Image Turbo AI
Z Image Turbo is a super fast AI image generator creating stunning photorealistic art.
EaseUS VoiceWave
Free, powerful voice changer for creative expression offline and online.

What is A collection of test servers implementing the Model Context Protocol (MCP)?

This MCP suite offers a range of servers that demonstrate and test the MCP protocol's capabilities across different scenarios. It includes a simple ping server for basic connectivity, resource servers that deliver static or multiple resources, combined servers with multiple functionalities, an environment validation server to check environment variables, and a large resource handler with thousands of resources. Moreover, it features servers that generate images, handle big responses, perform date and time operations, simulate failures, and provide numerous simple tools for comprehensive testing. These servers are ideal for developers and testers seeking to validate MCP implementations, simulate server responses, and ensure protocol compliance in various application contexts.

Who will use A collection of test servers implementing the Model Context Protocol (MCP)?

  • MCP protocol developers
  • Backend developers testing server implementations
  • QA engineers performing protocol validation
  • DevOps engineers simulating server environments
  • Software testers assessing protocol compliance

How to use the A collection of test servers implementing the Model Context Protocol (MCP)?

  • Step 1: Install Node.js and pnpm package manager.
  • Step 2: Clone or download the MCP test servers repository from GitHub.
  • Step 3: Navigate to the project directory in your terminal.
  • Step 4: Install dependencies using 'pnpm install'.
  • Step 5: Run a specific server with 'pnpm dlx @msfeldstein/mcp-test-servers'.
  • Step 6: Configure environment variables if necessary, e.g., MCP_SERVER_NAME.
  • Step 7: Use your MCP client to connect and test the server functionality as required.

A collection of test servers implementing the Model Context Protocol (MCP)'s Core Features & Benefits

The Core Features
  • ping - responds with 'pong'
  • resource - delivers static or multiple resources
  • resource with large number of entries
  • image generation
  • big data response generation
  • date and time operations
  • environment validation and echo
  • servers with intentional failures or errors
  • 100 tools for extensive protocol testing
  • resource duplication and naming tests
The Benefits
  • Comprehensive testing of MCP protocol compliance
  • Simulation of various server responses for development
  • Ease of setup and usage with predefined servers
  • Support for environment and resource management testing
  • Facilitates quality assurance and protocol validation

A collection of test servers implementing the Model Context Protocol (MCP)'s Main Use Cases & Applications

  • Protocol compliance testing for MCP implementations
  • Simulating server responses for frontend or client development
  • Automated testing of server behavior under various conditions
  • Environment validation in CI/CD pipelines
  • Testing resource handling with large datasets or duplicate resource names

FAQs of A collection of test servers implementing the Model Context Protocol (MCP)

Developer

  • msfeldstein

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.

Virtualization

A Python-based MCP setup that allows quick deployment of weather data services for MCP hosts and clients.
A JavaScript/TypeScript-based MCP client for integrating and managing multiple services efficiently.
An MCP server for fetching URLs and YouTube video transcripts efficiently.
A client implementation to connect and interact with MCP servers, enabling tool discovery and remote service integration.
A command-line interface for interacting with MCP servers via stdio and HTTP transport, simplifying server communication.
A TypeScript client for interacting with MCP servers, supporting JSON-RPC requests and specialized services.
Simple MCP server enabling shell execution, local connectivity via Ngrok, and Docker-based Ubuntu24 container hosting.
A tool to connect AI agents to remote MCP servers, enabling tool discovery, authentication, and resource integration.
A Java-based MCP server for managing Minecraft modpack configurations and server operations.
A desktop application using Compose Multiplatform that connects to MCP servers for weather and game data management.