MongoDB, Inc. Labs's repositories
flask-pymongo
PyMongo support for Flask applications
mongo-arrow
MongoDB integrations for Apache Arrow. Export MongoDB documents to numpy array, parquet files, and pandas dataframes in one line of code.
python-bsonjs
A fast BSON to MongoDB Extended JSON converter for Python - This Repository is NOT a supported MongoDB product
mongosh-snippets
An experimental plugin feature for mongosh
migration-verifier
A public tool for validating the correctness of a migration
mongo-c-driver-async
An experimental asynchronous MongoDB C client library
drivers-evergreen-tools
Scripts for MongoDB drivers to bootstrap their Evergreen configuration file - This Repository is NOT a supported MongoDB product
mongodb-wp-proxy
A logging mongodb wire protocol proxy
symfony-mongodb
(Experimental) Bundle to provide a lightweight integration of MongoDB in Symfony
vldb25-dist-txns
Artifact for the VLDB 2025 paper, "Design and Modular Verification of Distributed Transactions in MongoDB". Includes TLA+ specifications and code for model-based testing of the WiredTiger API.
ai-ml-pipeline-testing
Repository Dedicated to testing our third-party AI/ML integrations
cobra2snooty
Generate cobra docs compatible with the snooty docs tooling
pymongoexplain
Explainable CRUD API for PyMongo
atlas-cli-plugin-terraform
Atlas CLI plugin for Terraform's MongoDB Atlas Provider
mongodump-parser
Parse mongodump archives
pymongo-voyageai-multimodal
PyMongo integration with VoyageAI for multimodal embedding
django-mongodb-project
Django Project Template for Django MongoDB Backend
conflict-free-si-specs
Formal specifications for research on avoiding conflicts in snapshot isolation.
django-mongodb-cli
Django MongoDB CLI
drivers-github-tools
Scripts for MongoDB drivers to use in GitHub Actions - This Repository is NOT a supported MongoDB product
go-client-mongodb-atlas-app-services
Go HTTP client for the MongoDB Atlas App Services Admin API
logcabin
LogCabin is a distributed storage system built on Raft that provides a small amount of highly replicated, consistent storage. It is a reliable place for other distributed systems to store their core metadata and is helpful in solving cluster management issues.
mongo-ruby-spec-shared
MongoDB Ruby driver & Mongoid shared test code
mongoid-storage
Mongoid::Storage is an implementation of the ActiveStorage for Mongoid
php-face-matcher-demo
Demo application for using Vector Search with Symfony and Doctrine
pymongo-search-utils
VectorSearch utilities for PyMongo