Best Document Databases in India of 2026

Compare the Top Document Databases in India as of April 2026

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What are Document Databases in India?

Document databases are a type of NoSQL database designed to store, manage, and retrieve semi-structured data in the form of documents, typically using formats like JSON, BSON, or XML. Unlike traditional relational databases, document databases do not require a fixed schema, allowing for greater flexibility in handling diverse and evolving data structures. Each document in the database can contain different fields and data types, making it ideal for applications where data is complex and varied. These databases excel at scaling horizontally, making them well-suited for handling large volumes of data across distributed systems. Document databases are commonly used in modern web and mobile applications, where they provide efficient storage and fast access to rich, nested data structures. Compare and read user reviews of the best Document Databases in India currently available using the table below. This list is updated regularly.

1

MongoDB Atlas

MongoDB

The most innovative cloud database service on the market, with unmatched data distribution and mobility across AWS, Azure, and Google Cloud, built-in automation for resource and workload optimization, and so much more. MongoDB Atlas is the global cloud database service for modern applications. Deploy fully managed MongoDB across AWS, Google Cloud, and Azure with best-in-class automation and proven practices that guarantee availability, scalability, and compliance with the most demanding data security and privacy standards. The best way to deploy, run, and scale MongoDB in the cloud. MongoDB Atlas offers built-in security controls for all your data. Enable enterprise-grade features to integrate with your existing security protocols and compliance standards. With MongoDB Atlas, your data is protected with preconfigured security features for authentication, authorization, encryption, and more.

1,649 Ratings

Starting Price: $0.08/hour

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2

InterSystems IRIS

InterSystems

InterSystems IRIS is a complete cloud-first data platform that includes a multi-model transactional data management engine, an application development platform, and interoperability engine, and an open analytics platform. It is the next generation of our proven data management software.It includes the capabilities of InterSystems Cache and Ensemble, plus a wealth of exciting new capabilities to make it easy to build and deploy cloud based, analytics-intensive enterprise applications with even greater performance and scalability. InterSystems IRIS provides a set of APIs to operate with transactional persistent data simultaneously: key-value, relational, object, document, multidimensional. Data can be managed by SQL, Java, node.js, .NET, C++, Python, and native server-side ObjectScript language. InterSystems IRIS includes

23 Ratings

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3

Google Cloud Firestore

Google

Cloud Firestore is a fast, fully managed, serverless, cloud-native NoSQL document database that simplifies storing, syncing, and querying data for your mobile, web, and IoT apps at global scale. Its client libraries provide live synchronization and offline support, while its security features and integrations with Firebase and Google Cloud Platform (GCP) accelerate the building of truly serverless apps. Firestore offers a great developer experience with built-in live synchronization, offline support, and ACID transactions. These features are available across a robust set of client and server-side libraries. Firestore automatically scales up and down based on demand. It requires no maintenance and provides high availability of 99.99–99.999% achieved through strongly consistent data replication. No-ops database lets you pay only for what you use—no up-front expenditure or underutilized resources. Simplified architecture lets your apps talk directly to Firestore.

3 Ratings

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4

BangDB

BangDB

BangDB natively integrates AI, streaming, graph, analytics within the DB itself to enable users to deal with complex data of different kinds, such as text, images, videos, objects etc. for real time data processing and analysis Ingest or stream any data, process it, train models, do prediction, find patterns, take action and automate all these to enable use cases such as IOT monitoring, fraud or disruption prevention, log analysis, lead generation, 1-on-1 personalisation and many more. Today’s use cases require different kinds of data to be ingested, processed, and queried at the same time for a given problem. BangDB supports most of the useful data formats to allow user to solve the problem in a simple manner. Rise of real time data pushes for real time streaming and predictive data analytics for advanced and optimized business operations.

2 Ratings

Starting Price: $2,499 per year

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5

Amazon WorkDocs

Amazon

Amazon WorkDocs is a fully managed, secure content creation, storage, and collaboration service. With Amazon WorkDocs, you can easily create, edit, and share content, and because it’s stored centrally on AWS, access it from anywhere on any device. Amazon WorkDocs makes it easy to collaborate with others, and lets you easily share content, provide rich feedback, and collaboratively edit documents. You can use Amazon WorkDocs to retire legacy file share infrastructure by moving file shares to the cloud. Amazon WorkDocs lets you integrate with your existing systems, and offers a rich API so that you can develop your own content-rich applications. Amazon WorkDocs is built on AWS, where your content is secured on the world's largest cloud infrastructure. With Amazon WorkDocs, there are no upfront fees or commitments. You pay only for active user accounts, and the storage you use.

1 Rating

Starting Price: $5 per month

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6

Fauna

Fauna

Fauna is a data API for modern applications that facilitates rich clients with serverless backends by providing a web-native interface with support for GraphQL and custom business logic, frictionless integration with the serverless ecosystem, a no compromise multi-cloud architecture you can trust and grow with and total freedom from database operations. Instantly create multiple databases in one account leveraging multi-tenancy for development or customer-facing use case. Create a distributed database across one geography or the globe in just three clicks and easily import existing data. Scale seamlessly without ever managing servers, clusters, data partitioning, or replication. Track usage and consumption-based billing in near real time via a dashboard.

Starting Price: Free

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7

MongoLime

MongoLime

MongoLime allows you to easily manage and precisely control your MongoDB connections. Viewing and managing documents. Statistics, Indexes and other operations. Create and modify documents with a convenient MongoLime editor. Use raw JSON editor for complex documents. Search for documents using query builder. Save searches for a quick access. Export Databases and Collections in a JSON format as a ZIP archive. MongoLime is an application created to work with MongoDB databases on mobile devices and tablets running Android. The application’s interfaces are designed for easy data collection management. The application allows you to connect to MongoDB databases directly or in the Replica Set mode.

Starting Price: $16 one-time payment

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8

InstaDB

Atinea

It has been extensively tested on real-life business projects. It is stable and robust, easily extendable and efficient. It can be used in a vast range of applications. Every column added to a table is automatically accessible in the table filters. Moreover, in the case of references, you may filter using any parameter of referee tables. You may use any column (including columns of referee tables) for sorting your records. You may compose several filters to get a hierarchical order. Export to xls or csv is simple. You just copy-paste or download a csv file. Importing from spreadsheets is supported. InstaDB checks whether the formats are correct and referenced records exist in the database. Before any update, a preview of changes is displayed in order to avoid unwanted changes. It is easy to show, hide and change the order of columns. The Reset View button always restores the default column composition.

Starting Price: $20 per month

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9

Couchbase

Couchbase

Couchbase’s operational data platform for AI is a scalable foundation for enterprise operational, analytical, mobile and AI workloads that replaces legacy infrastructure and data services. Bring your data to life in new ways with Couchbase’s enterprise data partnership: launch game-changing customer experiences, explore the infinite possibilities of AI, scale your global operations, and move your data from the cloud to the edge, and beyond. Couchbase’s operational data platform for AI eliminates fragmented tech stacks, so teams can stay innovative and agile, with less risk and lower cost of ownership. With enterprise partnership and scalable, AI-ready technology, Couchbase turns your data into the foundation for your next breakthrough.

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10

Aerospike

Aerospike

Aerospike is the global leader in next-generation, real-time NoSQL data solutions for any scale. Aerospike enterprises overcome seemingly impossible data bottlenecks to compete and win with a fraction of the infrastructure complexity and cost of legacy NoSQL databases. Aerospike’s patented Hybrid Memory Architecture™ delivers an unbreakable competitive advantage by unlocking the full potential of modern hardware, delivering previously unimaginable value from vast amounts of data at the edge, to the core and in the cloud. Aerospike empowers customers to instantly fight fraud; dramatically increase shopping cart size; deploy global digital payment networks; and deliver instant, one-to-one personalization for millions of customers. Aerospike customers include Airtel, Banca d’Italia, Nielsen, PayPal, Snap, Verizon Media and Wayfair. The company is headquartered in Mountain View, Calif., with additional locations in London; Bengaluru, India; and Tel Aviv, Israel.

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11

AXIAR

LBM Systems

AXIAR is a suite of software programs that takes output from the text files produced by business applications all the way to indexed images without any user intervention. AXIAR provides vital formatting, connection and management layer between business-critical applications and virtually any output object (printers, fax gateways, email gateways, web destinations, document management systems, and so forth). One of the most difficult tasks in Information Technology today is the management and delivery of business-critical output. For example, in a typical business the accounting process alone generates thousands of sheets of paper and/or digital documents each day; documents such as purchase orders, invoices, and shipping papers, are created and need to be delivered and managed. Similarly, output designed for internal employee use from departments such as Human Resources requires timely and accurate delivery of important information.

Starting Price: $2,500 one-time payment

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12

InterSystems Caché

InterSystems

InterSystems Caché® is a high-performance database that powers transaction processing applications around the world. It is used for everything from mapping a billion stars in the Milky Way, to processing a billion equity trades in a day, to managing smart energy grids. Caché is a multi-model (object, relational, key-value) DBMS and application server developed by InterSystems. InterSystems Caché provides several APIs to operate with same data simultaneously: key-value, relational, object, document, multi-dimensional. Data can be managed via SQL, Java, node.js, .NET, C++, Python. Caché also provides an application server which hosts web apps (CSP), REST, SOAP, web sockets and other types of TCP access for Caché data.

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13

Azure Cosmos DB

Microsoft

Azure Cosmos DB is a fully managed NoSQL database service for modern app development with guaranteed single-digit millisecond response times and 99.999-percent availability backed by SLAs, automatic and instant scalability, and open source APIs for MongoDB and Cassandra. Enjoy fast writes and reads anywhere in the world with turnkey multi-master global distribution. Reduce time to insight by running near-real time analytics and AI on the operational data within your Azure Cosmos DB NoSQL database. Azure Synapse Link for Azure Cosmos DB seamlessly integrates with Azure Synapse Analytics without data movement or diminishing the performance of your operational data store.

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14

Macrometa

Macrometa

We deliver a geo-distributed real-time database, stream processing and compute runtime for event-driven applications across up to 175 worldwide edge data centers. App & API builders love our platform because we solve the hardest problems of sharing mutable state across 100s of global locations, with strong consistency & low latency. Macrometa enables you to surgically extend your existing infrastructure to bring part of or your entire application closer to your end users. This allows you to improve performance, user experience, and comply with global data governance laws. Macrometa is a serverless, streaming NoSQL database, with integrated pub/sub and stream data processing and compute engine. Create stateful data infrastructure, stateful functions & containers for long running workloads, and process data streams in real time. You do the code, we do all the ops and orchestration.

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15

Google Cloud Datastore

Google

Datastore is a highly scalable NoSQL database for your applications. Datastore automatically handles sharding and replication, providing you with a highly available and durable database that scales automatically to handle your applications' load. Datastore provides a myriad of capabilities such as ACID transactions, SQL-like queries, indexes, and much more. With Datastore's RESTful interface, data can easily be accessed by any deployment target. You can build solutions that span across App Engine and Compute Engine and rely on Datastore as the integration point. Focus on building your applications without worrying about provisioning and load anticipation. Datastore scales seamlessly and automatically with your data, allowing applications to maintain high performance as they receive more traffic.

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16

CrateDB

CrateDB

The enterprise database for time series, documents, and vectors. Store any type of data and combine the simplicity of SQL with the scalability of NoSQL. CrateDB is an open source distributed database running queries in milliseconds, whatever the complexity, volume and velocity of data.

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17

GigaSpaces

GigaSpaces

eRAG (enterprise RAG) combines the power of real-time operational data with GPT’s fantastic user experience: Chat spontaneously and get immediate answers grounded in a unique understanding of your operational data. With its sophisticated semantic reasoning capabilities, eRAG ensures you get accurate, consistent answers. It answers complex, cross-system questions instantly, supports decisions with suggestions, challenges, and next steps. eRAG connects your business data with external events, so that you can weigh the effect of new tax legislation or weather disruptions on your operations. eRAG combines all your operational data sources so you can get a full, unified picture of your business, offering measurable revenue and efficiency outcomes. Through a self-serve UI, IT teams can connect SQL-based databases like Oracle, PostgreSQL, SAP and other systems in just a few clicks. And you can get up and running in 2–3 weeks - no data prep needed.

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18

Keesing Technologies

Keesing Technologies

Keesing Technologies offers cutting-edge identity verification that allows you to establish an individual’s true identity from anywhere in the world and protect your business from fraud. Our unique technologies build on our long-standing expertise, extensive ID knowledge and the world’s most comprehensive ID document database. In short, we offer identity verification you can trust. Extensive ID document verification combined with biometric identity proofing. Real-time verification results based on high accuracy ratings in data comparison and biometric checks. Support from certified and highly trained ID document and anti-fraud experts. Keesing offers identity and ID document verification solutions that are accurate and fast, providing you with real-time results and the assurance of someone’s identity. We help meet your business objectives with reliable and secure identity verification at any place, at any time.

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19

CapturePoint

Ademero

Low to High-Volume Scanning and Automation. As a front-end system CapturePoint can simplify the way you process invoices. In companies with a larger accounts payable department this can be the difference between hiring additional dedicated processing staff, or gaining efficiencies that let you be more productive and reduce overhead. The vast paperwork associated with the health care industry all but necessitates a more efficient, streamlined system for organizing everything from patient records to HIPAA forms or examination notes. Ademero’s Document Scanning Software systems are the go-to solutions for today’s healthcare industry. Besides automatically identifying the types of documents within the mountains of paperwork in the legal document realm that also demand the identification of matter numbers and filing to the appropriate case structure, CapturePoint can also take care of employment applications, health insurance claims, tax forms, and a whole host of internal documents.

Starting Price: $35 per month

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20

SQL-RD Advanced Automation for SSRS

ChristianSteven Software

SQL-RD is a flexible and feature-rich automation tool for selecting, formating, scheduling, and delivering business intelligence reports. Suitable for midsize and large businesses that need to automate Microsoft SQL Server Reporting Services (SSRS) Reports, SQL-RD is free to set up. Users can automatically send reports to Printer, Fax, Folder, FTP, Dropbox, SharePoint & Email in a number of formats. It also includes features such as Date & Time Scheduling, Event-Triggers, Dynamic & Data Driven Automation, Pre & Post Delivery Workflows.

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21

MarkLogic

Progress Software

Unlock data value, accelerate insightful decisions, and securely achieve data agility with the MarkLogic data platform. Combine your data with everything known about it (metadata) in a single service and reveal smarter decisions—faster. Get a faster, trusted way to securely connect data and metadata, create and interpret meaning, and consume high-quality contextualized data across the enterprise with the MarkLogic data platform. Know your customers in-the-moment and provide relevant and seamless experiences, reveal new insights to accelerate innovation, and easily enable governed access and compliance with a single data platform. MarkLogic provides a proven foundation to help you achieve your key business and technical outcomes—now and in the future.

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22

RethinkDB

RethinkDB

RethinkDB pushes JSON to your apps in realtime. When your app polls for data, it becomes slow, unscalable, and cumbersome to maintain. RethinkDB is the open-source, scalable database that makes building realtime apps dramatically easier. Web apps like Google Docs, Trello, and Quora pioneered the realtime experience on the web. With RethinkDB, you can build amazing realtime apps with dramatically less engineering effort. When a player takes an action in a multiplayer game, every other player in the game needs to see the change in realtime. RethinkDB dramatically simplifies the data infrastructure for low latency, high throughput realtime interactions. RethinkDB dramatically reduces the complexity of building realtime trading and optimization engines. Publish realtime updates to thousands of clients, and provide pricing updates to users in milliseconds. Build realtime dashboards with RethinkDB data push notifications, and make instantaneous business decisions.

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23

QUALITYWEB 360

QUALITYWEB 360

15 modules such as Control of Documents, Internal Audits, Corrective Actions, KPI’s, etc. that assure you compliance with ISO 9001 and similar standards. Control all the processes of your company, with QUALITYWEB 360 you will have everything in one place with instant analysis, which will allow you to increase the productivity of your company at any time and in any place. Allow our ISO 9001 Software to do the heavy job for you, with its unique features: accessibility wherever you go, security of your data, certificates and acknowledgments. Undoubtedly if you are looking for an easy-to-use Quality Management System Software QUALITYWEB 360 is your solution, Is so friendly that everyone will know how to use it.

Starting Price: $50 per month

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24

ContentCenter

Medforce Technologies

ContentCenter is a secure electronic filing and content management software solution engineered to help organizations improve their collaboration and increase their employee effectiveness. Feature-rich and equipped with the industry’s highest auto-filing rates and the most advanced OCR, ContentCenter enables companies to reduce their filing time by over 80% and eliminate the consequences of manual errors. Core features include unlimited document storage space, customizable document annotations, barcoding and OCR, MICR reading, optional shipment tracker, audit logs and tracking capabilities, among others. ContentCenter mimics live work and is highly customizable to your unique data capture and storage needs. Use it in conjunction with FormsCenter to create a single go-to resource for all pertinent information.

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25

Oracle Database

Oracle

Oracle database products offer customers cost-optimized and high-performance versions of Oracle Database, the world's leading converged, multi-model database management system, as well as in-memory, NoSQL, and MySQL databases. Oracle Autonomous Database, available on-premises via Oracle Cloud@Customer or in the Oracle Cloud Infrastructure, enables customers to simplify relational database environments and reduce management workloads. Oracle Autonomous Database eliminates the complexity of operating and securing Oracle Database while giving customers the highest levels of performance, scalability, and availability. Oracle Database can be deployed on-premises when customers have data residency and network latency concerns. Customers with applications that are dependent on specific Oracle database versions have complete control over the versions they run and when those versions change.

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26

Hazelcast

Hazelcast

In-Memory Computing Platform. The digital world is different. Microseconds matter. That's why the world's largest organizations rely on us to power their most time-sensitive applications at scale. New data-enabled applications can deliver transformative business power – if they meet today’s requirement of immediacy. Hazelcast solutions complement virtually any database to deliver results that are significantly faster than a traditional system of record. Hazelcast’s distributed architecture provides redundancy for continuous cluster up-time and always available data to serve the most demanding applications. Capacity grows elastically with demand, without compromising performance or availability. The fastest in-memory data grid, combined with third-generation high-speed event processing, delivered through the cloud.

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27

TopK

TopK

TopK is a serverless, cloud-native, document database built for powering search applications. It features native support for both vector search (vectors are simply another data type) and keyword search (BM25-style) in a single, unified system. With its powerful query expression language, TopK enables you to build reliable search applications (semantic search, RAG, multi-modal, you name it) without juggling multiple databases or services. Our unified retrieval engine will evolve to support document transformation (automatically generate embeddings), query understanding (parse metadata filters from user query), and adaptive ranking (provide more relevant results by sending “relevance feedback” back to TopK) under one unified roof.

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