awesome-mongodb

:leaves: A curated list of awesome MongoDB resources, libraries, tools and applications
https://github.com/ramnes/awesome-mongodb

Last synced: 3 days ago
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Resources
- Documentation
- Articles
  - 14 Things I Wish I'd Known When Starting with MongoDB (Phil Factor)
  - A Custom WordPress Dashboard with MongoDB Atlas, Microsoft Azure, & Serverless Functions (Ahmad Awais)
  - Building with Patterns - Series of articles regarding MongoDB Design Patterns and common use case of each Design Pattern with real world examples.
  - Five Things About Scaling MongoDB (A. Jesse Jiryu Davis, MongoDB Inc.) - Scale 101
  - Optimizing MongoDB Compound Indexes (A. Jesse Jiryu Davis, MongoDB Inc.) - Everything you need/have to know about indexes
  - Monitoring MongoDB performance metrics (Jean-Mathieu Saponaro, Datadog)
  - Tuning MongoDB performance for production systems (Marek Trunkat, Apify) - The techniques and MongoDB Cloud features to debug performance issues and expose sub-optimal queries
  - Server Discovery And Monitoring In PyMongo, Perl, And C (A. Jesse Jiryu Davis, MongoDB Inc.)
- Books
  - 50 Tips and Tricks for MongoDB Developers - Advanced MongoDB tips and tricks, given by a MongoDB inc. engineer
  - Builder Book - Learn how to build a full stack JavaScript web app from scratch
  - MongoDB Applied Design Patterns (Rick Copeland)
  - Practical MongoDB Aggregations E-Book - Free e-book: How to develop effective and optimal data manipulation and analytics pipelines
  - SaaS Boilerplate Book - Learn how to build a production-ready SaaS web app from scratch
  - The Little MongoDB Book - Basic introduction
  - MongoDB in Action, Third Edition (Arek Borucki)
- Talks
- Tutorials
  - Deploy a Highly-Available MongoDB Replica Set on AWS
  - Sharded Cluster with Docker Compose
- More
  - MongoDB University - Certifications and free online courses
  - MongoDB 101 by Academy 3T - Free and self-paced MongoDB courses for beginners
  - MongoDB source code
Libraries
- JavaScript
  - CASL Mongoose - Permissions management library integrated with Mongoose
  - Camo - Class-based ES6 ODM for Mongo-like databases
  - deno_mongo - Community Deno driver
  - DeriveJS - Reactive ODM that uses Javascript Proxies to enable transparent DB persistence
  - MEAN.JS - Full stack based on MongoDB, Express, AngularJS, and Node.js
  - MERN (mern-starter) - Full stack based on MongoDB, Express, React and Node.js
  - Meteor - Real-time/reactive client-server framework based on MongoDB, with lots of features
  - Mongoose - Node.js asynchronous ODM
  - mongration - Node.js migration framework
  - Moonridge - Framework with live querying on top of Mongoose and socket.io
  - Neuledge - Universal schema-based ORM with multi-state representation for entities
  - node-mongodb-native - Official Node.js driver
  - DeriveJS - Reactive ODM that uses Javascript Proxies to enable transparent DB persistence
  - MongoMQ2 - A general-purpose message and event queuing library for MongoDB
- D
  - vibe.d - D web framework shipping with a MongoDB driver
- Elixir
  - mongodb - Community Elixir driver
  - mongodb_ecto - Adapter for the Ecto database wrapper
  - elixir-mongodb-driver - Community Elixir driver
- PHP
  - laravel-mongodb - Eloquent model and query builder for Laravel
  - laravel-mongodb - Eloquent model and query builder for Laravel
  - eloquent-mongodb-repository - Repository implementation built on top of laravel-mongodb
  - mongodb-repository - Repository implementation
  - mongo-php-adapter - Adapter for applications using `ext-mongo`
  - PHP Driver - Official PHP driver
  - PHPMongo ODM - ODM based on the PHP Mongo PECL extension
  - PHPMongo Migrator - Migration tool based on PHPMongo ODM
  - yadm - Fast schemaless ODM
- Python
  - Djongo - MongoDB connector for Django compatible with Django ORM
  - Mongo-Thingy - Powerful schema-less ODM for MongoDB and Python (sync + async)
  - AtlasQ - MongoDB Atlas Search wrapper with MongoEngine syntax
  - Flask-MongoEngine - Flask extension that integrates MongoEngine, WTForms and FlaskDebugToolbar
  - Flask-Stupe - Flask extension that adds PyMongo support to Flask
  - MongoEngine - ODM on top of PyMongo
  - MongoLog - MongoDB logging handler
  - Motor - Official non-blocking Python driver for Tornado or asyncio
  - PyMongo - Official Python driver
  - PyMongoExplain - A wrapper for PyMongo's Collection object that makes it easy to run `explain` on your queries.
  - minimongo - A lightweight, schemaless, Pythonic Object-Oriented interface
  - ODMantic - Asynchronous ODM on top of pydantic
  - scrapy-mongodb - MongoDB pipeline for Scrapy
  - TxMongo - Twisted's MongoDB driver
  - μMongo - Driver-independent (async/sync) ODM based on marshmallow
- Scala
  - driver-scala - Official Scala driver
  - ReactiveMongo - Non-blocking Scala driver
  - Spark-MongoDB - Read/write data with Spark SQL
- Swift
  - MongoKitten - Community asynchronous Swift driver
- Ballerina
  - ballerina-mongodb - Official Ballerina driver
- C
  - mongo-c-driver - Official C driver
- C++
  - mongo-cxx-driver - Official C++ driver
- C#/.NET ###
  - mongo-csharp-driver - Official C# driver
  - mongo-queue-csharp - C# message queue on top of MongoDB
  - MongoDB Messaging - Lightweight queue pub/sub processing library
  - MongoRepository - Repository abstraction layer on top of the C# driver
  - mongo-efcore-provider - Official Entity Framework (EF) Core provider for MongoDB
- Dart
  - mongo_dart - Community Dart driver
- Delphi
  - Alcinoe - Library for Delphi that includes a MongoDB client
  - TMongoWire - Minimal community Delphi driver
- Erlang
  - mongodb-erlang - Community Erlang driver
- Fantom
  - afMongo - Community Fantom driver
- Go
  - Bongo - ODM based on mgo
  - mgo - Community Go driver
  - minquery - MongoDB cursor that paginates
  - mongo-go-driver - Official Go driver
  - bsonic - Parse Lucene-style query syntax into BSON filters for MongoDB
- Java
  - Jongo - Query in Java as in Mongo shell
  - Hibernate OGM - The power and simplicity of JPA for NoSQL datastores
  - mongo-java-driver - Official Java driver
  - mongo-queue-java - Java message queue on top of MongoDB
  - mongoFS - An enhancement of GridFS to allow for more features and capabilities
  - Mongojack - Based on Jackson, allows you to easily handle your mongo objects as POJOs
  - Morphia - Java ODM
  - Morphium - Java ODM and caching layer
  - Mungbean - Community driver for languages running on the JVM
  - Spring Data MongoDB - Spring based, object-document support and repositories
- Julia
  - Mongo.jl - C driver bindings
- Kotlin
  - kmongo - Kotlin toolkit based on the Java driver
  - driver-kotlin-coroutine - Official Kotlin driver
- Lisp
  - cl-mongo - Community Common Lisp interface
  - mongo-cl-driver
  - mongo-el - Community Emacs Lisp driver
- Mathematica
  - MongoDBLink - Community Mathematica driver
- OCaml
  - Mongo.ml - Community OCaml driver
- PowerShell
  - Mdbc - MongoDB cmdlets for PowerShell
- R
  - mongolite - Fast and simple client for R
- Ruby
  - awesome_explain - A simple global method to explain Mongoid queries
  - mongo-ruby-driver - Official Ruby driver
  - Mongoid - ODM framework
- Rust
  - mongodb-rust-driver - Official Rust driver
- Smalltalk
  - MongoTalk - Community Smalltalk driver
- Haskell
  - mongodb - Community Haskell driver
Tools
- Administration
  - pt-mongodb-query-digest - Aggregates queries from query profiler and reports query usage statistics
  - pt-mongodb-summary - MongoDB cluster status overview command line tool
  - Compose - IBM DBaaS offer (has other database types too)
  - MongoDB Atlas - MongoDB Inc. DBaaS offer (works with AWS, Azure, or GCP)
  - MongoDB Cloud Manager - MongoDB Inc. databases management offer
  - ObjectRocket - Rackspace DBaaS offer (has other database types too)
  - Scalegrid - Fully managed DBaaS (with option to bring your own Azure/AWS account)
  - k8s-backup-mongodb - Schedule MongoDB backups to S3 with a Kubernetes CronJob.
  - mgob - Full-featured MongoDB dockerized backup agent
  - mongoctl - Manage MongoDB servers and replica sets using JSON configurations
  - MongoDB Smasher - Generate randomized datasets and benchmark your setup
  - mongodb-tools - Three neat Python scripts to work with collections and indexes
  - mtools - Collection of scripts to set up test environments and visualize log files
  - nginx-gridfs - Nginx module for serving files from GridFS
  - nginx-mongodb-rest - REST client written as an Nginx module
- Data
  - ProvenDB - Blockchain based Data integrity solution for MongoDB
  - mongo-connector - Streaming replication to Elasticsearch, Solr, or MongoDB
  - mongo_fdw - PostgreSQL foreign data wrapper
  - mongo-hadoop - Hadoop connector
  - Mongolastic - MongoDB to Elasticsearch (and vice-versa) migration tool
  - MongoMultiMaster - Multi-master replication
- Deployment
  - DockerHub Official Docker Image
  - Helm Chart
  - Cluster to cluster sync - MongoDB Inc. solution for continuous data sync between separate clusters
  - ansible-role-mongodb - Ansible role
  - chef-mongodb - Chef cookbook
  - puppet-mongodb - Puppet module (formerly puppetlabs-mongodb)
- Desktop
  - MongoDB for VS Code - Connect to MongoDB and prototype queries from VS Code
  - DataGrip - Cross-platform JetBrains' IDE
  - Mingo - MongoDB Admin. Intuitive UI. Fast. Reliable
  - Moon Modeler - Data modeling tool for MongoDB and relational databases
  - NoSQLBooster - Feature-rich but easy-to-use cross-platform IDE (formerly MongoBooster)
  - QueryAssist - Modern and powerful GUI tool, cross-platform and easy-to-use
  - Studio 3T - Cross-platform GUI, stable and powerful (formerly MongoChef and Robo 3T)
  - TablePlus - Native, lightweight GUI on macOS
  - Compass - Free Cross-platform GUI from MongoDB
  - MongoHub - Mac native client
  - WebDB - based and open-source "efficient database IDE". Provides ERDs, data generators, an AI assistant, a NoSQL structure manager, a time machine, auto-completion and more
- Development
  - MongoDB Atlas App Services - MongoDB Inc. solution to run code without the operational overhead
  - MongoDB Realm - MongoDB Inc. solution for mobile data sync
  - C# Analyzer - View the MongoDB Query API equivalents of your builder expressions in Visual Studio
  - mgodatagen - Random data generator
  - migrate-mongo - Database migration tool
  - Mongo Playground - Online query playground
  - Mongo Seeding - Node.js library, CLI and Docker image for populating databases using JS and JSON files
  - Mongoeye - Schema and data analyzer: explore data in your collections
  - Variety - Schema analyzer: see what fields are in your collection and what's their content
  - VS Code Extension
- Monitoring
  - check_mongodb - Nagios plugin (in Bash)
  - mongomon - More Munin plugins
  - Percona Monitoring and Management - Free and open-source platform for managing and monitoring databases performances
  - Datadog - SaaS-based monitoring
  - Solarwindws Database Performance Monitor - SaaS-based query performance analytics and monitoring
  - mongo-monitor - Simple monitoring CLI
  - mongo-munin - Collection of Munin plugins
  - Mongoop - Long operations monitoring and alerting
  - Motop - MongoDB top clone
  - mtop - Another top clone
  - nagios-plugin-mongodb - Nagios plugin (in Python)
  - mongotail - Log all MongoDB queries in a "tail"able way
- Low-Code
  - DronaHQ - Retool alternative
  - Retool - Drag-and-drop editor with pre-built components to build internal tools
  - Appsmith - Open-source Retool alternative
  - Appwrite - Open-source Firebase alternative
  - Budibase - Open-source Retool alternative
  - ILLA Builder - Open-source Retool alternative
  - Tooljet - Open-source Retool alternative
- Web
  - HumongouS.io - Easy online GUI and data-visualization dashboards
  - adminMongo - Web-based user interface to handle connections and databases needs
  - mongo-express - Web-based admin interface built with Express
  - mongoadmin - Admin interface built with Django
  - Mongoku - MongoDB client for the web
  - mongri - Web-based user interface written in JavaScript
  - Rockmongo - PHPMyAdmin for MongoDB, sort of
- Shell
  - MongoDB Atlas CLI - Official Atlas API command-line client
  - mongosh - Official command-line client
Applications
- Web
  - FactorJS - JavaScript CMS built with Mongoose
  - Builder Book App - Web app to publish books or documentation built with React and Express
  - CodeCombat - Multiplayer programming game for learning how to code
  - Countly - Mobile & web analytics and marketing platform built with Node.js
  - GrandNode - Multi-platform e-commerce shopping cart built with ASP.NET
  - Leanote - Evernote clone built with Go
  - NodeBB - Node.js based forum software ("built for the modern web")
  - Reaction - Event-driven, real-time commerce platform built with ES6
  - SaaS Boilerplate - Boilerplate for SaaS products, built with TypeScript, React and Express
  - uptime - Remote monitoring application built with Node.js and Bootstrap
  - WildDuck Mail Server - Scalable high availability email server that uses MongoDB for email storage

Programming Languages

Python 25 JavaScript 24 TypeScript 15 Java 13 Go 9 PHP 8 C# 7 Ruby 5 C 5 C++ 3

awesome-mongodb

Resources

Documentation

Articles

Books

Talks

Tutorials

More

Libraries

JavaScript

D

Elixir

PHP

Python

Scala

Swift

Ballerina

C

C++

C#/.NET ###

Dart

Delphi

Erlang

Fantom

Go

Java

Julia

Kotlin

Lisp

Mathematica

OCaml

PowerShell

R

Ruby

Rust

Smalltalk

Haskell

Tools

Administration

Data

Deployment

Desktop

Development

Monitoring

Low-Code

Web

Shell

Applications

Web