awesome-mongodb
by ramnes
A curated list of awesome MongoDB resources, libraries, tools and applications
AI summary
MongoDB toolkit
A curated collection of resources, libraries, tools, and applications for MongoDB development
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What's in the list
200 links in 44 sections, with live GitHub stats.activeno commit in 2y
Resources / Documentation
Resources / Articles
- Building with Patterns
Series of articles regarding MongoDB Design Patterns and common use case of each Design Pattern with real world examples
- Optimizing MongoDB Compound Indexes (A. Jesse Jiryu Davis, MongoDB Inc.)
Everything you need/have to know about indexes
- Tuning MongoDB performance for production systems (Marek Trunkat, Apify)
The techniques and MongoDB Cloud features to debug performance issues and expose sub-optimal queries
Resources / 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
- 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
Resources / Talks
Resources / Tutorials
Kubernetes examples
Deployment tutorial of a basic Node.js and MongoDB web stack on Kubernetes
Resources / More
- 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
Libraries / C
mongo-c-driver
Official C driver
Libraries / C++
mongo-cxx-driver
Official C++ driver
Libraries / C#/.NET
mongo-csharp-driver
Official C# driver
mongo-efcore-provider
Official Entity Framework (EF) Core provider for MongoDB
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
Libraries / D
- vibe.d
D web framework shipping with a MongoDB driver
Libraries / Dart
mongo_dart
Community Dart driver
Libraries / Delphi
Alcinoe
Library for Delphi that includes a MongoDB client
TMongoWire
Minimal community Delphi driver
Libraries / Elixir
elixir-mongodb-driver
Community Elixir driver
mongodb
Community Elixir driver
mongodb_ecto
Adapter for the Ecto database wrapper
Libraries / Erlang
mongodb-erlang
Community Erlang driver
Libraries / Fantom
afMongo
Community Fantom driver
Libraries / Go
Bongo
ODM based on mgo
mgo
Community Go driver
minquery
MongoDB cursor that paginates
mongo-go-driver
Official Go driver
Libraries / Haskell
mongodb
Community Haskell driver
Libraries / 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
Libraries / 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
Libraries / Julia
Mongo.jl
C driver bindings
Libraries / Kotlin
driver-kotlin-coroutine
Official Kotlin driver
kmongo
Kotlin toolkit based on the Java driver
Libraries / Lisp
cl-mongo
Community Common Lisp interface
mongo-cl-driver
Community Common Lisp driver
mongo-el
Community Emacs Lisp driver
Libraries / Mathematica
MongoDBLink
Community Mathematica driver
Libraries / OCaml
- Mongo.ml
Community OCaml driver
Libraries / PHP
laravel-mongodb
Official Eloquent model and query builder for Laravel
PHP Driver
Official PHP driver
Doctrine MongoDB ODM
and - Fully featured ORM with Symfony integration
MongoDB Bundle
Integration of the official library with Symfony, without ORM
yii-mongodb
Yii 2 MongoDB extension
opentelemetry php auto-mongodb
Automatic monitoring of MongoDB commands with OpenTelemetry
mongo-php-adapter
Adapter for applications using
Libraries / PowerShell
Mdbc
MongoDB cmdlets for PowerShell
Libraries / Python
AtlasQ
MongoDB Atlas Search wrapper with MongoEngine syntax
Beanie
Asynchronous ODM based on and , 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 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
Libraries / R
mongolite
Fast and simple client for R
Libraries / Ruby
awesome_explain
A simple global method to explain Mongoid queries
mongo-ruby-driver
Official Ruby driver
Mongoid
ODM framework
Libraries / Rust
mongodb-rust-driver
Official Rust driver
Libraries / Scala
driver-scala
Official Scala driver
ReactiveMongo
Non-blocking Scala driver
Spark-MongoDB
Read/write data with Spark SQL
Libraries / Smalltalk
MongoTalk
Community Smalltalk driver
Libraries / Swift
MongoKitten
Community asynchronous Swift driver
Tools / Administration
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
- pt-mongodb-query-digest
Aggregates queries from query profiler and reports query usage statistics
- pt-mongodb-summary
MongoDB cluster status overview command line tool
- 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)
Tools / Data
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
Tools / Deployment
ansible-role-mongodb
Ansible role
chef-mongodb
Chef cookbook
puppet-mongodb
Puppet module (formerly puppetlabs-mongodb)
- Cluster to cluster sync
MongoDB Inc. solution for continuous data sync between separate clusters
Tools / Desktop
Compass
Free Cross-platform GUI from MongoDB
- MongoDB for VS Code
Connect to MongoDB and prototype queries from VS Code
MongoHub
Mac native client
WebDB
– Web-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
- 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)
- Studio 3T
Cross-platform GUI, stable and powerful (formerly MongoChef and Robo 3T)
- TablePlus
Native, lightweight GUI on macOS
Tools / Development
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
- MongoDB Atlas App Services
MongoDB Inc. solution to run code without the operational overhead
- MongoDB Realm
MongoDB Inc. solution for mobile data sync
Tools / Monitoring
check_mongodb
Nagios plugin (in Bash)
mongo-monitor
Simple monitoring CLI
mongo-munin
Collection of Munin plugins
Mongoop
Long operations monitoring and alerting
mongomon
More Munin plugins
Motop
MongoDB top clone
mtop
Another top clone
nagios-plugin-mongodb
Nagios plugin (in Python)
- Percona Monitoring and Management
Free and open-source platform for managing and monitoring databases performances
mongotail
Log all MongoDB queries in a "tail"able way
- Datadog
SaaS-based monitoring
- Solarwindws Database Performance Monitor
SaaS-based query performance analytics and monitoring
Tools / Low-Code
Tools / Shell
MongoDB Atlas CLI
Official Atlas API command-line client
mongosh
Official command-line client
Tools / Web
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
- HumongouS.io
Easy online GUI and data-visualization dashboards
Applications
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
FactorJS
JavaScript CMS built with Mongoose
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
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Featured in 4 awesome lists
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