This MCP (Model Context Protocol) server built with Spring Boot AI connects to a local MongoDB instance, enabling various database operations through exposed tools. It allows seamless integration with MCP clients, including desktop apps like Claude, to perform database queries and manipulations efficiently, making it suitable for AI-driven data applications.
Added on:
Created by:
Apr 26 2025
This MCP (Model Context Protocol) server built with Spring Boot AI connects to a local MongoDB instance, enabling various database operations through exposed tools. It allows seamless integration with MCP clients, including desktop apps like Claude, to perform database queries and manipulations efficiently, making it suitable for AI-driven data applications.
Added on:
Created by:
Apr 26 2025
BootcampToProd
Featured
AirMusicAirMusic.ai generates high-quality AI music tracks from text prompts with style, mood customization, and stems export.- SOLM8AI girlfriend you call, and chat with. Real voice conversations with memory. Every moment feels special with her.
- remio - Personal AI Assistantremio is an AI-powered personal knowledge hub that captures and organizes all your digital info automatically.
- ai song creatorCreate full-length, royalty-free AI-generated music up to 8 minutes with commercial license.
- RSW Sora 2 AI StudioRemove Sora watermark instantly with AI-powered tool for zero quality loss and fast downloads.
- Avoid.soAvoid.so offers advanced AI humanizer technology to bypass AI detection algorithms seamlessly.
- NanoPicNanoPic offers fast, high-quality conversational image editing powered by AI with 2K/4K output.
- PoYo APIPoYo.ai is a unified AI API platform for image, video, music and chat generation, built for developers.
- SharkFotoSharkFoto is an all-in-one AI-powered platform for creating and editing videos, images, and music efficiently.
- Skywork.aiSkywork AI is an innovative tool to enhance productivity using AI.
- Camtasia onlineCamtasia Online is a free tool for screen recording and video editing, all from your web browser.
- Z Image Turbo AIZ Image Turbo is a super fast AI image generator creating stunning photorealistic art.
- Remy - Newsletter SummarizerRemy automates newsletter management by summarizing emails into digestible insights.
- Manga Translator AIAI Manga Translator instantly translates manga images into multiple languages online.
- Funy AIAI bikini & kiss videos from images or text. Try the AI Clothes Changer & Image Generator!
- PippitElevate your content creation with Pippit's powerful AI tools!
- RebelgrowthGrow your revenue from organic traffic on autopilot: Keyword research. SEO optimized articles and EVEN backlinks.
- WhatsApp Warmup ToolAI-powered WhatsApp warmup tool automates bulk messaging while preventing account bans.
- Create WhatsApp LinkFree WhatsApp link and QR generator with analytics, branded links, routing, and multi-agent chat features.
- BGRemoverEasily remove image backgrounds online with SharkFoto BGRemover.
- ThumbnailCreator.comAI-powered tool for creating stunning, professional YouTube thumbnails quickly and easily.
- Seedance 1.5 ProSeedance 1.5 Pro is an AI-powered cinematic video generator with perfect lip-sync and real-time audio-video sync.
- Refly.aiRefly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
- Lease A BrainAI-powered team of expert virtual professionals ready to assist in diverse business tasks. Sign-up for a free trial.
- codeflyingCodeFlying – Vibe Coding App Builder | Create Full-Stack Apps by Chatting with AI
- Vertech AcademyVertech offers AI prompts designed to help students and teachers learn and teach effectively.
- Qwen-Image-2512 AIQwen-Image-2512 is a fast, high-resolution AI image generator with native Chinese text support.
- LTX-2 AIOpen-source LTX-2 generates 4K videos with native audio sync from text or image prompts, fast and production-ready.
- ChatronixLLM aggregator that connects multiple AI models in one platform for comparison, integration, and automation.
- PXZ AIPXZ.ai is an all-in-one AI platform offering tools for image, video, voice, writing, and chat creation.
- GobiiGobii lets teams create 24/7 autonomous digital workers to automate web research and routine tasks.
- EdensignEdensign is an AI-driven virtual staging platform transforming real estate photos quickly and realistically.
- AnimeShortsCreate stunning anime shorts effortlessly with cutting-edge AI technology.
- FixArt AIFixArt AI offers free, unrestricted AI tools for image and video generation without sign-up.
- Telegram Group BotTGDesk is an all-in-one Telegram Group Bot to capture leads, boost engagement, and grow communities.
- Elser AIAll-in-one AI video creation studio that turns any text and images into full videos up to 30 minutes.
- yesTool.aiAll-in-one AI platform for creating videos, music, and images with no technical skills required.
- FlowithFlowith is a canvas-based agentic workspace which offers free 🍌Nano Banana Pro and other effective models...
- TextToHumanFree AI humanizer that instantly rewrites AI text into natural, human-like writing. No signup required.
- VoxDeckNext-gen AI presentation maker，Turn your ideas & docs into attention-grabbing slides with AI.
- FalcoCutFalcoCut: web-based AI platform for video translation, avatar videos, voice cloning, face-swap and short video generation.
- EaseUS VoiceWaveFree, powerful voice changer for creative expression offline and online.
- SuperMaker AI Video GeneratorCreate stunning videos, music, and images effortlessly with SuperMaker.
- QoderQoder is an agentic coding platform for real software, Free to use the best model in preview.
- APIMartAPIMart offers unified access to 500+ AI models including GPT-5 and Claude 4.5 with cost savings.
- AI FIRSTConversational AI assistant automating research, browser tasks, web scraping, and file management through natural language.
- Vadu AIAll-in-one AI video & image generator with Sora 2, Veo 3, Kling, and 10+ top models.
- FineVoiceClone, Design, and Create Expressive AI Voices in Seconds, with Perfect Sound Effects and Music.
- GLM ImageGLM Image combines hybrid AR and diffusion models to generate high-fidelity AI images with exceptional text rendering.
- ExpleeStart outreach RIGHT NOW with single-line description of your ICP
- Yollo AIChat & create with your AI companion. Image to Video, AI Image Generator.
- Wollo.aiWollo allows you to create, explore, and chat with AI characters using advanced, emotionally aware AI technology.
- TattooAI AI Tattoo GeneratorAI Tattoo Generator creates personalized, high-quality tattoo designs quickly with advanced AI technology.
Refly.ai
Refly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
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.
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.
Yollo AI
Chat & create with your AI companion. Image to Video, AI Image Generator.
Skywork.ai
Skywork AI is an innovative tool to enhance productivity using AI.
Qoder
Qoder is an agentic coding platform for real software, Free to use the best model in preview.
VoxDeck
Next-gen AI presentation maker，Turn your ideas & docs into attention-grabbing slides with AI.
Funy AI
AI bikini & kiss videos from images or text. Try the AI Clothes Changer & Image Generator!
SharkFoto
SharkFoto is an all-in-one AI-powered platform for creating and editing videos, images, and music efficiently.
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.
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.
LTX-2 AI
Open-source LTX-2 generates 4K videos with native audio sync from text or image prompts, fast and production-ready.
AirMusic
AirMusic.ai generates high-quality AI music tracks from text prompts with style, mood customization, and stems export.
Manga Translator AI
AI Manga Translator instantly translates manga images into multiple languages online.
Qwen-Image-2512 AI
Qwen-Image-2512 is a fast, high-resolution AI image generator with native Chinese text support.
WhatsApp Warmup Tool
AI-powered WhatsApp warmup tool automates bulk messaging while preventing account bans.
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.
PoYo API
PoYo.ai is a unified AI API platform for image, video, music and chat generation, built for developers.
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.
Remy - Newsletter Summarizer
Remy automates newsletter management by summarizing emails into digestible insights.
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.
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
Vadu AI
All-in-one AI video & image generator with Sora 2, Veo 3, Kling, and 10+ top models.
NanoPic
NanoPic offers fast, high-quality conversational image editing powered by AI with 2K/4K output.
Lease A Brain
AI-powered team of expert virtual professionals ready to assist in diverse business tasks. Sign-up for a free trial.
Wollo.ai
Wollo allows you to create, explore, and chat with AI characters using advanced, emotionally aware AI technology.
Rebelgrowth
Grow your revenue from organic traffic on autopilot:
Keyword research. SEO optimized articles and EVEN backlinks.
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
Camtasia online
Camtasia Online is a free tool for screen recording and video editing, all from your web browser.
remio - Personal AI Assistant
remio is an AI-powered personal knowledge hub that captures and organizes all your digital info automatically.
PXZ AI
PXZ.ai is an all-in-one AI platform offering tools for image, video, voice, writing, and chat creation.
TattooAI AI Tattoo Generator
AI Tattoo Generator creates personalized, high-quality tattoo designs quickly with advanced AI technology.
yesTool.ai
All-in-one AI platform for creating videos, music, and images with no technical skills required.
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.
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 Mongo MCP Server?
The Mongo MCP Server is a specialized server designed to facilitate interaction with MongoDB databases using Spring Boot AI technologies. It exposes core database functionalities as callable tools, making it easy for developers and AI systems to perform CRUD operations, queries, and data management tasks. By integrating with MCP clients, it provides a robust API for AI applications to access and manipulate MongoDB data securely and efficiently. Its modular design allows for easy extension and testing, making it ideal for modern data-driven projects requiring AI integration.
Who will use Mongo MCP Server?
- Developers working with MongoDB
- AI application developers
- Data engineers
- Backend developers using Spring Boot
How to use the Mongo MCP Server?
- Step 1: Set up a local MongoDB instance
- Step 2: Clone the repository from GitHub
- Step 3: Configure the application properties for MongoDB connection
- Step 4: Run the Spring Boot application
- Step 5: Use any MCP client to interact with the server and perform database operations
Mongo MCP Server's Core Features & Benefits
The Core Features
- Exposes MongoDB operations as callable tools
- Integrates with Spring Boot AI
- Supports MCP client testing
- Automatic tool registration
The Benefits
- Simplifies database management in AI applications
- Enables seamless database interaction via MCP
- Extensible and easy to test
- Provides secure and structured data operations
Mongo MCP Server's Main Use Cases & Applications
- AI-driven data management systems
- MongoDB database automation for enterprise apps
- Backend services requiring integrated AI and database operations
- Research projects involving MongoDB and AI
FAQs of Mongo MCP Server
Developer
- BootcampToProd
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.
Databases
A client for managing and interacting with MCPs in Chainlit, enabling database queries, view management, and database setup.
A tool that detects, records, and documents schema changes in Supabase PostgreSQL databases automatically.
Connects LLMs to Firebolt Data Warehouse for autonomous querying, data access, and insight generation.
A client tool designed to facilitate SQL query management and database interactions for enterprise users.
A MCP to enable natural language expense analysis and querying on SQLite databases for expense records.
A Python-based MCP client for PostgreSQL, enabling seamless integration of PostgreSQL databases into MCP workflows.
A server to enable secure and high-performance access to Alibaba Cloud PolarDB clusters using MCP protocol.
A command-line MCP client enabling natural language interactions with SQLite databases through LLM API.
A server that enables direct SQL query execution on PostgreSQL databases, supporting parameterized queries and timeouts.
A Go-based MCP server enabling AI models to interact with MySQL databases for querying and management.
AI Chatbot
A server implementation supporting Model Context Protocol, integrating CRIC's industrial AI capabilities.
Provides MCP servers in Python, Go, and Rust for seamless AI tool integration in VS Code.
Implements MCP server supporting multiple agent frameworks for seamless agent communication and coordination.
Enables Claude Desktop to interact with Hacker News for fetching news, comments, and user data via MCP protocol.
Integrates APIs, AI, and automation to enhance server and client functionalities dynamically.
Provides long-term memory for LLMs by storing and retrieving contextual information via MCP standards.
An advanced clinical evidence analysis server supporting precision medicine and oncology research with flexible search options.
A platform collecting A2A agents, tools, servers, and clients for effective agent communication and collaboration.
A Spring-based chatbot for Cloud Foundry that integrates with AI services, MCP, and memGPT for advanced capabilities.
An AI agent controlling macOS using OS-level tools, compatible with MCP, facilitating system management via AI.