Awesome MongoDB

A curated list of awesome MongoDB resources, libraries, tools and applications

Inspired by the awesome list thing. Feel free to improve this list by contributing!

Table of Contents

• Resources
  • Documentation
  • Articles
  • Books
  • Talks
  • Tutorials
  • More
• Libraries
  • Ballerina
  • C
  • C++
  • C#/.NET
  • D
  • Dart
  • Delphi
  • Elixir
  • Erlang
  • Fantom
  • Go
  • Haskell
  • Java
  • JavaScript
  • Julia
  • Kotlin
  • Lisp
  • Mathematica
  • OCaml
  • PHP
  • PowerShell
  • Python
  • R
  • Ruby
  • Rust
  • Scala
  • Smalltalk
  • Swift
• Tools
  • Administration
  • Data
  • Deployment
  • Desktop
  • Development
  • Monitoring
  • Low-Code
  • Shell
  • Web
• Applications

Resources

Documentation

• MongoDB Server Introduction
• MongoDB Server Documentation
• MongoDB Tutorials
• MongoDB Guides
• MongoDB Developer Center
• MongoDB Driver Documentation
• MongoDB Connectors

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
• Server Discovery And Monitoring In PyMongo, Perl, And C (A. Jesse Jiryu Davis, MongoDB Inc.)
• 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

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
• The Little MongoDB Book - Basic introduction
• SaaS Boilerplate Book - Learn how to build a production-ready SaaS web app from scratch

Talks

• MongoDB Schema Design (Tugdual Grall, MongoDB Inc.) [47']
• Partial and Fuzzy Matching with MongoDB (John Page, MongoDB Inc.) [35']
• Scaling MongoDB on Amazon Web Services (Michael Saffitz, Apptentive) [50']

Tutorials

• Kubernetes examples - Deployment tutorial of a basic Node.js and MongoDB web stack on Kubernetes
• Deploy a Highly-Available MongoDB Replica Set on AWS
• Sharded Cluster with Docker Compose

More

• MongoDB source code
• MongoDB University - Certifications and free online courses
• MongoDB 101 by Academy 3T - Free and self-paced MongoDB courses for beginners

Libraries

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

D

• vibe.d - D web framework shipping with a MongoDB driver

Dart

• mongo_dart - Community Dart driver

Delphi

• Alcinoe - Library for Delphi that includes a MongoDB client
• TMongoWire - Minimal community Delphi driver

Elixir

• elixir-mongodb-driver - Community Elixir driver
• mongodb - Community Elixir driver
• mongodb_ecto - Adapter for the Ecto database wrapper

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

Haskell

• mongodb - Community Haskell driver

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

JavaScript

• 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
• CASL Mongoose - Permissions management library integrated with Mongoose
• 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

Julia

• Mongo.jl - C driver bindings

Kotlin

• driver-kotlin-coroutine - Official Kotlin driver
• kmongo - Kotlin toolkit based on the Java driver

Lisp

• cl-mongo - Community Common Lisp interface
• mongo-cl-driver Community Common Lisp driver
• mongo-el - Community Emacs Lisp driver

Mathematica

• MongoDBLink - Community Mathematica driver

OCaml

• Mongo.ml - Community OCaml driver

PHP

• eloquent-mongodb-repository - Repository implementation built on top of laravel-mongodb
• laravel-mongodb - Eloquent model and query builder for Laravel
• 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

PowerShell

• Mdbc - MongoDB cmdlets for PowerShell

Python

• AtlasQ - MongoDB Atlas Search wrapper with MongoEngine syntax
• Beanie - Asynchronous ODM based on Motor and Pydantic, which supports migrations out of the box
• Djongo - MongoDB connector for Django compatible with Django ORM
• Flask-MongoEngine - Flask extension that integrates MongoEngine, WTForms and FlaskDebugToolbar
• Flask-Stupe - Flask extension that adds PyMongo support to Flask
• Mongo-Thingy - Powerful schema-less ODM for MongoDB and Python (sync + async)
• 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

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

Scala

• driver-scala - Official Scala driver
• ReactiveMongo - Non-blocking Scala driver
• Spark-MongoDB - Read/write data with Spark SQL

Smalltalk

• MongoTalk - Community Smalltalk driver

Swift