Repositories list

• MongoDB-vector-search-langchain

  Public
  This Repo shows how to integrate LangChain, Open AI and store embeddings in the MongoDB Atlas and run a similarity search using MongoDB Vector Search.

  Jupyter Notebook

  •

  Apache License 2.0

  •33 forks•1212 stars•00 issues•00 pull requests•Updated Apr 23, 2026Apr 23, 2026

• MongoDB-search-workshop

  Public
  JavaScript

  •

  Apache License 2.0

  •00 forks•00 stars•00 issues•00 pull requests•Updated Apr 23, 2026Apr 23, 2026

• atlas-bedrock-crime-story-demo

  Public
  A demo game to showcase a fun interaction between MongoDB Atlas Database, MongoDB Vector Search and AWS Bedrock base modules

  Vue

  •

  Apache License 2.0

  •22 forks•00 stars•00 issues•00 pull requests•Updated Apr 23, 2026Apr 23, 2026

• mongodb-java-spring-boot-MongoDB-search

  Public
  This repository contains a Java Spring Boot template to start a MongoDB project with MongoDB Search.

  Java

  •

  Apache License 2.0

  •22 forks•33 stars•00 issues•00 pull requests•Updated Apr 23, 2026Apr 23, 2026

• MongoDBVectorSearchWithAmazonSageMaker

  Public
  Example implementation for MongoDB Vector Search with Amazon SageMaker

  mongodbamazonvector+ 2

  mongodbamazonvectoratlassagemaker

  Python

  •00 forks•22 stars•00 issues•00 pull requests•Updated Apr 23, 2026Apr 23, 2026

• getting-started-search-java

  Public
  A demo application for getting started with MongoDB Search.

  javamongodbatlas+ 3

  javamongodbatlasmongodb-java-drivermongodb-atlasatlas-search

  Java

  •

  Apache License 2.0

  •00 forks•33 stars•00 issues•00 pull requests•Updated Apr 23, 2026Apr 23, 2026

• atlas-bedrock-product-chatbot

  Public

  mongodb-developer/atlas-bedrock-product-chatbot’s past year of commit activity
  A demo product to showcase an AI product catalog interaction using MongoDB Atlas Database, MongoDB Vector Search and AWS Bedrock base modules

  Vue

  •

  Apache License 2.0

  •22 forks•00 stars•00 issues•00 pull requests•Updated Apr 23, 2026Apr 23, 2026

• Google-Cloud-Semantic-Search

  Public
  Vector search with MongoDB Atlas and Google Cloud

  mongodbmongodb-atlasvector-search+ 1

  mongodbmongodb-atlasvector-searchatlas-search

  JavaScript

  •

  Apache License 2.0

  •77 forks•1616 stars•00 issues•00 pull requests•Updated Apr 23, 2026Apr 23, 2026

• vercel-ai-memory

  Public

  mongodb-developer/vercel-ai-memory’s past year of commit activity
  TypeScript

  •

  Other

  •00 forks•00 stars•00 issues•00 pull requests•Updated Apr 23, 2026Apr 23, 2026

• replica-monitor

  Public

  mongodb-developer/replica-monitor’s past year of commit activity
  Part of the Architect Day assets, Replica Monitor allows you to build replica sets and zone-sharded clusters to explore MongoDB's high availability and data sov…

  JavaScript

  •

  Apache License 2.0

  •00 forks•00 stars•00 issues•00 pull requests•Updated Apr 23, 2026Apr 23, 2026

• Data-Modeling-Worksheets

  Public

  mongodb-developer/Data-Modeling-Worksheets’s past year of commit activity
  JavaScript

  •

  Apache License 2.0

  •22 forks•00 stars•00 issues•00 pull requests•Updated Apr 22, 2026Apr 22, 2026

• query-api-java-lab

  Public

  mongodb-developer/query-api-java-lab’s past year of commit activity
  MongoDB Query API Java lab

  javamongodb

  javamongodb

  Jupyter Notebook

  •

  Apache License 2.0

  •00 forks•00 stars•00 issues•00 pull requests•Updated Apr 22, 2026Apr 22, 2026

• jedee

  Public

  mongodb-developer/jedee’s past year of commit activity
  Jupyter EDEE

  Jupyter Notebook

  •

  Apache License 2.0

  •2525 forks•5252 stars•00 issues•00 pull requests•Updated Apr 22, 2026Apr 22, 2026

• query-api-python-lab

  Public

  mongodb-developer/query-api-python-lab’s past year of commit activity
  MongoDB Query API Python lab

  pythonmongodb

  pythonmongodb

  Jupyter Notebook

  •

  Apache License 2.0

  •22 forks•00 stars•00 issues•00 pull requests•Updated Apr 22, 2026Apr 22, 2026

• mongodb-search-java-server

  Public

  mongodb-developer/mongodb-search-java-server’s past year of commit activity
  Java

  •

  Apache License 2.0

  •00 forks•22 stars•88 issues•00 pull requests•Updated Apr 21, 2026Apr 21, 2026

• mongodb-search-as-you-type-suggest

  Public
  Code for as-you-type suggest solution using MongoDB Search

  Apache License 2.0

  •00 forks•33 stars•00 issues•00 pull requests•Updated Apr 21, 2026Apr 21, 2026

• mongodb-vector-search-rag

  Public

  mongodb-developer/mongodb-vector-search-rag’s past year of commit activity
  Python

  •1818 forks•3131 stars•22 issues•22 pull requests•Updated Apr 21, 2026Apr 21, 2026

• search-analysers-with-mongodb

  Public

  mongodb-developer/search-analysers-with-mongodb’s past year of commit activity
  This repository will help you understand the advanced concepts of MongoDB search like custom analyzers, MongoDB search with geo locations and use of compounds

  Java

  •00 forks•11 star•00 issues•00 pull requests•Updated Apr 21, 2026Apr 21, 2026

• MongoDB-search-playground-chatbot-starter

  Public

  mongodb-developer/MongoDB-search-playground-chatbot-starter’s past year of commit activity
  JavaScript

  •77 forks•1313 stars•00 issues•00 pull requests•Updated Apr 21, 2026Apr 21, 2026

• SpringSearch

  Public
  A Spring Boot application that transforms an Obsidian vault into a fully searchable knowledge base using MongoDB Search. Features full-text search, autocomplete…

  searchjavaspring-boot+ 1

  searchjavaspring-bootmongodb

  Java

  •

  Apache License 2.0

  •00 forks•11 star•00 issues•00 pull requests•Updated Apr 21, 2026Apr 21, 2026

• mongodb-openai-agentic-rentals

  Public
  A modern rental property search application powered by MongoDB Vector Search and OpenAI's Agents SDK for intelligent, conversational property discovery.

  JavaScript

  •11 fork•00 stars•00 issues•00 pull requests•Updated Apr 21, 2026Apr 21, 2026

• kotlin-driver-search

  Public
  This repository demonstrates how to integrate MongoDB Search with the Kotlin Sync driver using a Spring Boot REST application. The goal is to create a solution …

  kotlinmongodbmongodb-driver+ 2

  kotlinmongodbmongodb-drivermongodb-atlasatlas-search

  Kotlin

  •11 fork•66 stars•00 issues•00 pull requests•Updated Apr 21, 2026Apr 21, 2026

• frauddetector

  Public

  mongodb-developer/frauddetector’s past year of commit activity
  A real-time fraud detection demo built with Spring Boot, Apache Kafka, and MongoDB Vector Search. It generates synthetic transactions, embeds each one with Open…

  javakafkaai+ 1

  javakafkaaispring-boot

  Java

  •11 fork•22 stars•00 issues•00 pull requests•Updated Apr 21, 2026Apr 21, 2026

• VoyageAI-PythonClient

  Public
  Python client for embedding and querying documents using VoyageAI and MongoDB Vector Search.

  Python

  •00 forks•22 stars•00 issues•00 pull requests•Updated Apr 21, 2026Apr 21, 2026

• Spring-AI-MongoDB-Lab

  Public
  A library application to walkthrough implementing vector search, RAG, and agentic workflow with MongoDB and Spring AI

  TypeScript

  •

  Apache License 2.0

  •00 forks•11 star•00 issues•00 pull requests•Updated Apr 21, 2026Apr 21, 2026

• architect-day-sharding-distro

  Public

  mongodb-developer/architect-day-sharding-distro’s past year of commit activity
  Pre-build executables for the Architect Day sharding performance demo.

  HTML

  •

  Apache License 2.0

  •00 forks•00 stars•00 issues•00 pull requests•Updated Apr 20, 2026Apr 20, 2026

• CQRSModelSpring

  Public

  mongodb-developer/CQRSModelSpring’s past year of commit activity
  Spring I/O example of the CQRS pattern in MongoDB

  Java

  •

  Apache License 2.0

  •00 forks•00 stars•00 issues•00 pull requests•Updated Apr 17, 2026Apr 17, 2026

• atlas-cluster-automation

  Public

  mongodb-developer/atlas-cluster-automation’s past year of commit activity
  Jupyter Notebook

  •

  MIT License

  •00 forks•00 stars•00 issues•00 pull requests•Updated Apr 15, 2026Apr 15, 2026

• query-api-js-lab

  Public

  mongodb-developer/query-api-js-lab’s past year of commit activity
  MongoDB Query API JavaScript lab

  javascriptmongodb

  javascriptmongodb

  Jupyter Notebook

  •

  Apache License 2.0

  •00 forks•22 stars•00 issues•00 pull requests•Updated Apr 14, 2026Apr 14, 2026

• aggregation-pipeline-lab

  Public
  A Hands-on Lab to learn about advanced querying and Aggregation Pipelines

  mongodblabaggregation-pipleline

  mongodblabaggregation-pipleline

  MDX

  •

  Apache License 2.0

  •99 forks•22 stars•00 issues•00 pull requests•Updated Apr 14, 2026Apr 14, 2026