List of the Top 25 IoT Software for Linux in 2026

Epicor Connected Process Control offers an intuitive software solution designed to create and manage digital work instructions while maintaining strict process control, effectively minimizing the chances of errors in operations. By integrating IoT devices, it captures comprehensive time studies and detailed process data, including images, at the task level, providing unprecedented real-time visibility and quality oversight. The eFlex system is versatile enough to accommodate countless product variations and thousands of components, catering to both component-based and model-based manufacturers alike. Furthermore, work instructions seamlessly connect to the Bill of Materials, guaranteeing that products are assembled correctly every time, even when modifications occur during production. This advanced system intelligently adapts to variations in models and components, ensuring that only the relevant work instructions for the current build at the station are presented, enhancing efficiency and accuracy throughout the manufacturing process. In this way, Epicor empowers manufacturers to maintain high standards of quality control while adapting to the dynamic nature of production demands.

Tractian serves as the Industrial Copilot focused on enhancing maintenance and reliability by integrating both hardware and software to oversee asset performance, streamline industrial operations, and execute predictive maintenance approaches. The platform, powered by AI, enables companies to avert unexpected equipment failures and improve production efficiency. Headquartered in Atlanta, GA, Tractian also has a global footprint with branches in Mexico City and Sao Paulo, thereby expanding its reach. For more information, you can visit their website at tractian.com, where additional resources and details about their offerings are available.

RaimaDB is an embedded time series database designed specifically for Edge and IoT devices, capable of operating entirely in-memory. This powerful and lightweight relational database management system (RDBMS) is not only secure but has also been validated by over 20,000 developers globally, with deployments exceeding 25 million instances. It excels in high-performance environments and is tailored for critical applications across various sectors, particularly in edge computing and IoT. Its efficient architecture makes it particularly suitable for systems with limited resources, offering both in-memory and persistent storage capabilities. RaimaDB supports versatile data modeling, accommodating traditional relational approaches alongside direct relationships via network model sets. The database guarantees data integrity with ACID-compliant transactions and employs a variety of advanced indexing techniques, including B+Tree, Hash Table, R-Tree, and AVL-Tree, to enhance data accessibility and reliability. Furthermore, it is designed to handle real-time processing demands, featuring multi-version concurrency control (MVCC) and snapshot isolation, which collectively position it as a dependable choice for applications where both speed and stability are essential. This combination of features makes RaimaDB an invaluable asset for developers looking to optimize performance in their applications.

HiveMQ provides the most trusted IoT data streaming and Industrial AI platform, built on MQTT, to power a reliable, scalable, and AI-ready data backbone. What HiveMQ is known for: 1. MQTT-native: Built around the MQTT standard, purpose-designed for event-driven, real-time communication 2. Enterprise-grade reliability: Handles millions of concurrent connections with high availability and fault tolerance 3. Industrial-ready: Widely used in IIoT, manufacturing, automotive, energy, smart infrastructure, and data centers 4. Scalable & secure: Supports global deployments with strong security, governance, and observability 5. UNS & IT/OT convergence enabler: Commonly used as the backbone for Unified Namespace architectures and seamlessly connects OT devices with IT systems for full visibility and interoperability.

Tatsoft’s FrameworX is the complete, modern SCADA and IIoT platform for building, deploying, and scaling high-performance industrial applications. Designed for edge-to-enterprise use, it unifies real-time operations, data management, and AI integration under one consistent, open, and future-proof architecture. Built entirely on managed .NET code, FrameworX eliminates legacy constraints and delivers unmatched reliability, speed, and scalability for mission-critical environments. FrameworX includes all core modules from day one — Devices, Alarms, Historian, Reports, Security, Audit Trails, Scripting, and DevOps Tools — ensuring complete functionality without add-ons or hidden costs. Engineers can create sophisticated applications with built-in tools for real-time data modeling, event logging, trending, and analytics, along with 100+ native drivers for PLCs, DCSs, and industrial protocols including OPC UA, MQTT, SparkplugB, and Modbus. Need a custom driver? Tatsoft provides a toolkit for rapid protocol development. Develop once and deploy anywhere — Windows, Linux, Docker, Web, or Mobile — with zero client installation. FrameworX supports scripting in C#, VB.NET, and Python, enabling flexibility and fast integration with any industrial or enterprise system. Its built-in MQTT broker/client and Unified Namespace (UNS) capabilities connect OT and IT seamlessly, while WebAssembly deployment enables modern, plugin-free visualization across devices. Proven in over 5,000 global deployments, FrameworX powers critical operations in Oil & Gas, Steel, Transportation, Manufacturing, and Life Sciences. Its architecture supports 1M+ tags per second, 1,000+ concurrent clients, and startup times under 30 seconds. Combined with transparent licensing, unlimited scalability, and AI-ready design, FrameworX offers a unified platform that drives digital transformation across industries.

EMQX is an exceptionally scalable and dependable MQTT messaging platform crafted by EMQ, capable of handling a staggering 100 million simultaneous IoT device connections per cluster, all while ensuring incredibly high throughput and latencies measured in sub-milliseconds. With over 20,000 users globally across more than 50 nations, EMQX successfully connects in excess of 100 million IoT devices and has earned the trust of over 300 clients in essential IoT applications, featuring prominent names such as HPE, VMware, Verifone, SAIC Volkswagen, and Ericsson. Our versatile edge-to-cloud IoT data solutions cater to the diverse needs of various sectors undergoing digital transformation, including connected vehicles, industrial IoT, oil and gas, telecommunications, finance, smart energy, and smart cities. EMQX Enterprise stands out as the leading scalable MQTT messaging platform, offering 100 million concurrent MQTT connections, a message throughput of 1 million messages per second with under 1 millisecond latency, and business-critical reliability with an SLA of up to 99.99%. Additionally, it enables seamless integration of IoT data with more than 40 cloud services and enterprise systems. Meanwhile, EMQX Cloud serves as a fully managed MQTT service for IoT, allowing users to scale according to their needs and pay based on usage, alongside offering extensive IoT data integration options with over 40 choices. With operational capabilities across 19 regions on AWS, GCP, and Microsoft Azure, EMQX Cloud ensures 100% MQTT compliance for its users. The combination of these features positions EMQX as an unrivaled solution in the realm of IoT messaging platforms.

Vialatm is an intuitive IoT platform that specializes in GPS tracking, providing essential features at no cost. This user-friendly web service includes a variety of vehicle and personal tracking options and is accessible through Web, Android, and iOS applications, allowing users to receive push notifications. It also offers detailed reports and visual analytics to monitor the performance of various assets effectively. Users can customize event notifications, group objects, and create user accounts with specific roles, enhancing collaborative oversight. The platform allows for external observers to access specific objects and supports integration with other systems through a REST API. Furthermore, with an interface available in 12 languages, users can swiftly add additional languages as needed, ensuring a wider reach and usability. Overall, Vialatm stands out as a versatile solution for both personal and commercial tracking needs.

KACE serves as an all-in-one endpoint management solution that provides centralized control over IT systems throughout the organization. It is designed to streamline the entire process from the initial setup to continuous upkeep, effectively addressing all endpoint security and deployment requirements. By utilizing a unified inventory database, KACE enables businesses to swiftly deploy, oversee, and manage their devices, which significantly enhances device security through immediate hardware and software identification, patch management, compliance tracking, and real-time monitoring of mobile endpoints. Furthermore, KACE simplifies the complexities of maintaining device security and compliance, allowing organizations to focus on their core activities without worrying about endpoint vulnerabilities.

Blynk serves as a user-friendly IoT software platform designed for linking devices to the cloud, enabling users to create mobile applications for remote control and monitoring, and efficiently overseeing numerous users and products in the field. This platform facilitates the transition from an initial prototype of a connected device to its successful market debut and subsequent expansion, catering to both businesses and individual creators alike. As a comprehensive IoT solution, Blynk encompasses application development, big data analysis, and management of connectivity. Additionally, it offers functionalities such as data collection, data oversight, and device administration, making it a versatile tool for various IoT needs. One of Blynk's standout features is its hardware agnosticism, allowing customers to connect virtually any device from an extensive list of compatible hardware options while utilizing a range of software tools for monitoring and control. For those interested in prototyping, the platform is accessible at no cost, with commercial subscriptions commencing at $49 per month, making it an attractive option for developers at any stage of their project. This flexibility and affordability encourage innovation and experimentation in the rapidly evolving IoT landscape.

The sole zero-touch FSM software acknowledged by Gartner, supported by over two decades of industry experience, stands out in its field. Its long-standing reputation is a testament to its reliability and effectiveness.

The Open Automation Software IIoT platform supports both Windows and Linux, enabling users to harness their Industry 4.0 data efficiently. OAS serves as an unrestricted IoT Gateway compatible with various systems, including Windows, Linux, Raspberry Pi 4, and Windows IoT Core, and it facilitates the deployment of Docker containers. It offers HMI visualizations for web applications, as well as WPF and WinForm C# or VB.NET applications. Data logging capabilities extend to SQL Server, MS Access, Oracle, MySQL, Azure SQL, PostgreSQL, and Cassandra for alarms and logs. The platform includes both MQTT Broker and Client interfaces, providing seamless cloud connectivity to Azure IoT Gateway and AWS IoT Gateway. Users can leverage remote Excel Workbooks for data reading and writing, while alarm notifications can be sent through voice alerts, SMS, and email. Access to programmatic data is available via REST API and .NET, ensuring flexibility in integration. The system is compatible with a range of Allen Bradley PLCs, including ControlLogix, CompactLogix, GuardLogix, Micro800, MicroLogix, SLC 500, and PLC-5. Additionally, it supports Siemens PLCs such as S7-220, S7-3300, S7-405, S7-490, S7-1200, and S7-1500. Communication protocols include Modbus TCP, RTU, and ASCII for both Master and Slave configurations. Furthermore, the platform is compatible with OPTO-22, MTConnect, OPC UA, and OPC DA, enhancing its interoperability within various industrial environments. This extensive functionality makes the OAS platform an invaluable tool for modern industrial automation and data management.

Embracing a truly agnostic approach, Ayla enables seamless connectivity for devices across a variety of transport protocols, connectivity options, and cloud infrastructure. It effortlessly supports protocols like HTTPS, MQTT, and CoAP, and features an extensive array of pre-configured agents tailored for embedded solutions, gateways, Android, Linux, BLE/phone, and cloud integrations. The Virtualization Engine of Ayla creates an effective 'digital twin' of each physical device, which is essential for comprehensive device management in the IoT landscape. With established capabilities such as a rules engine, firmware OTA updates, and data policies, Ayla’s Device Management system provides thorough support for connected products throughout their entire lifecycle. The application enablement offered by Ayla empowers businesses to extract substantial value from their data through multiple approaches. Moreover, Ayla’s Web Framework and Mobile Platform SDK allow for rapid creation of both consumer mobile and business applications. In addition, Ayla's services also encompass Customer Care, Field Service, and Asset Tracking, which further enhance operational efficiency and boost customer satisfaction. Collectively, Ayla's solutions are strategically designed to enhance connectivity and effectively streamline the management of IoT devices, making it a vital resource for businesses in the technology-driven market. This positions Ayla as a key player in the evolving landscape of Internet of Things technology.

Introducing a versatile Industrial Data Platform that is independent of hardware, enabling manufacturing firms to maximize their data utilization. Litmus Edge establishes a robust data layer that enhances the accessibility of IIoT on the factory floor and throughout the organization, allowing you to concentrate on the most critical aspects of your business. With the addition of Litmus Edge Manager, you gain a centralized platform for managing and orchestrating devices, data, applications, and machine learning models seamlessly across various locations and scales. Experience our solution with a complimentary 15-day trial, during which you'll have full access to all features, extensive documentation, helpful guides, and support from our team of experts. Should you require a fully equipped hosted instance for your initial setup, simply reach out to us, and we'll be happy to accommodate your needs.

WolkAbout is a comprehensive IoT application platform designed to offer an intuitive interface and essential tools that empower system integrators, service providers, and product developers to swiftly create and launch digital applications. Our skilled team supports clients in integrating systems and developing tailored applications that enhance business value. Renowned for our creativity, deep industry insight, and unparalleled expertise in digital technology, WolkAbout employs over 50 professionals and operates 8 centers globally. We revolutionize value chains across various sectors, including manufacturing and the oil and gas industry, driving efficiency and innovation in every project we undertake.

Introducing an MQTT Broker meticulously crafted to fulfill all your needs for implementing and expanding IoT applications. This platform boasts an efficient REST API, a rich dashboard equipped with customizable widgets, and a comprehensive data storage system, among others. Users are empowered to quickly gain insights into their IoT devices, tracking client connections and disconnections alongside vital data via multiple dashboard widgets. The system enhances user experience by offering alerts and color-coded indicators triggered by specific value thresholds. Additionally, it includes a powerful rules engine that transforms MQTT messages to streamline machine-to-machine communication automation, supporting both event-driven and timer-based rules, which allow users to identify data trends and automate relevant responses. For secure communications between devices, it employs a publish and subscribe messaging model reinforced by dual layers of security, featuring SSL/TLS encryption for connectivity and optional username/password authentication. Furthermore, robust web security measures are integrated for safe data access. To maintain high availability, the broker can function with multiple message brokers concurrently, ensuring efficient data collection and message distribution from devices. This architecture guarantees an impressive 99.99% success rate in data retrieval, providing reliability in the face of software challenges. Additionally, the system's adaptability facilitates effortless integration with a variety of IoT applications and services, making it an ideal solution for diverse deployment scenarios. Ultimately, this MQTT Broker stands out as a reliable and versatile choice for any IoT project.

Establish an IoT simulator capable of transmitting real-time messages either within defined ranges or derived from a selection of random values, determined by time and the client. This configuration should replicate dynamic messages in both TEXT and JSON formats, closely resembling genuine IoT devices. It will accommodate four distinct types of dynamic values for message transmission, which include system variables such as timestamps and client identifiers, in addition to random, range, linear, and constant values to facilitate diverse data publication in each sequence, thereby ensuring alignment with actual device behavior. Moreover, you can set up IoT events by utilizing your personalized dataset, which can be uploaded via the CSV Importer feature. Each command sent to the edge device or IoT endpoint will elicit a response from the device once the requested action has been executed. To craft realistic scenarios, you can implement behavior simulation, an automated response mechanism that reacts to subscribers based on the messages and topics it encounters. When a simulation request is received, the connected virtual devices will commence data publishing to the specified endpoint, thereby effectively mirroring real-world interactions within the IoT framework. This comprehensive setup significantly elevates the realism of the simulations, enabling a more precise representation of the dynamics within the IoT ecosystem and fostering enhanced testing and development opportunities.

Gravio presents cutting-edge solutions for interacting with your environment by leveraging IoT, sensors, edge computing, computer vision, and artificial intelligence, all while eliminating the need for any coding knowledge. This intuitive software platform is designed to work seamlessly across Windows, macOS, and Linux operating systems. It facilitates smooth integration with a variety of input and output devices, including essential IoT sensors, AI-enhanced cameras, and popular APIs like MQTT and HTTP. Thanks to its easy-to-navigate interface, Gravio can be utilized efficiently by anyone, regardless of their technical skills. By connecting sensors, input devices, cameras, and APIs, Gravio not only gathers and shares data but also fosters innovative interactions and insights that enhance physical environments. This platform empowers businesses and individuals from a wide range of industries to create customized, interconnected experiences, whether in newly constructed spaces or existing ones, through its strong low-code/no-code capabilities. In essence, Gravio serves as a transformative tool, unlocking the immense possibilities of connected technologies for users from all walks of life, enabling them to redefine the way they engage with their surroundings. The result is a more enriched and interactive experience that promotes creativity and efficiency.

Armis Centrix™ is an enterprise-grade cyber exposure management platform built to secure the full spectrum of connected assets—from traditional IT devices to OT, ICS, IoT, and life-critical medical equipment. Its asset intelligence engine continuously discovers, profiles, and monitors devices across physical, virtual, cloud, and industrial networks, eliminating the blind spots that attackers often exploit. Armis Centrix™ evaluates risk in real time with automated vulnerability detection, dynamic segmentation, and contextual risk scoring tailored to each asset’s role and behavior. The platform integrates seamlessly into existing security stacks while enhancing overall visibility, compliance, and threat response capabilities. Its modular capabilities include OT/IoT Security, Medical Device Security, VIPR Pro for end-to-end prioritization and remediation, and Early Warning threat intelligence that forecasts vulnerabilities targeted by threat actors. This enables organizations to prepare proactively rather than reactively. Armis Centrix™ supports both SaaS and on-prem deployments, making it suitable for regulated industries that demand tight operational control. Advanced automation reduces manual workload and accelerates remediation timelines, improving operational efficiency across IT and security teams. The platform’s proven impact is reflected in customer stories—from municipalities discovering 30% more devices than expected to global enterprises improving cyber resilience without disrupting operations. Backed by industry analysts, strong security certifications, and deep ecosystem integrations, Armis Centrix™ stands as a leader in safeguarding today’s highly connected digital infrastructures.

SkyFoundry offers software solutions that maximize the benefits of smart system investments for their clients. The SkySpark analytics platform efficiently processes data gathered from control systems, sensors, and metering systems to uncover trends, anomalies, and potential avenues for enhancing operations and minimizing costs. By leveraging SkySpark, building owners and operators can effectively sift through the vast amounts of data produced by modern smart devices to pinpoint critical insights that drive better decision-making and performance. This capability not only streamlines operations but also fosters a more proactive approach to managing building efficiency.

Friendly's One IoT Device Management enables users to oversee a variety of IoT devices remotely, accommodating those with complex data models and limited functionalities through widely accepted protocols such as LwM2M, OMA-DM, MQTT, CoAP, TR-369 USP, and TR-069. This comprehensive solution supports automated setup and remote control of IoT devices, featuring an Admin Portal, a Technician Portal, a Quality of Experience (QoE) Dashboard, Business Intelligence (BI) tools, and Big Data Analytics, as well as a robust API for customizing vertical applications. Furthermore, Friendly provides an App generator module designed to streamline the development and updating of personalized applications, eliminating the need for programming expertise. In addition, Friendly's One-IoT™ Device Management can be implemented via private cloud, public cloud, or directly at the customer's location, offering the flexibility to meet diverse operational demands. This versatility empowers users to manage their IoT ecosystems effectively, tailoring their approach to align with specific infrastructure needs while ensuring optimal performance and efficiency.

Created through a partnership with leading chip manufacturers over a period of 15 years, FreeRTOS is currently downloaded roughly every 170 seconds and is recognized as a premier real-time operating system (RTOS) designed specifically for microcontrollers and small microprocessors. It is freely accessible under the MIT open source license and features a core kernel along with a growing suite of IoT libraries that serve various sectors. Emphasizing reliability and ease of use, FreeRTOS has garnered a reputation for its robust performance, lightweight design, and broad compatibility with numerous devices, making it the preferred choice for microcontroller and small microprocessor solutions among major global companies. Users benefit from a variety of pre-configured demos and IoT reference integrations, which facilitate straightforward project setups, thus allowing for rapid downloading, compiling, and quicker market entry. This efficient approach not only streamlines development but also supports faster innovation cycles. Additionally, the ecosystem of partners provides a wide array of options, bridging community-driven initiatives with professional support, ensuring users have the vital resources necessary for their success. As the landscape of technology evolves, FreeRTOS is dedicated to continually adapting and enhancing its features to address the shifting needs of the industry, proving its resilience and relevance in a dynamic environment. Moreover, its ongoing commitment to innovation positions it as a key player in the future of real-time operating systems.

Azure IoT Edge is a comprehensive service that runs on Azure IoT Hub, allowing you to implement a range of workloads, from artificial intelligence to both Azure and third-party services, as well as your own tailored business logic, directly onto IoT edge devices through the use of standard containers. By positioning specific workloads closer to the network's edge, these devices can reduce latency in communication with the cloud, react quickly to local events, and sustain their operations even during extended offline durations. You have the flexibility to apply models that were created and trained in the cloud right at the location where they are needed. For example, if a predictive model for quality control is set up on a factory camera and issues arise, IoT Edge has the capability to issue an alert, analyze the data locally, or send it to the cloud for further examination. This service not only guarantees the dependable and secure performance of your edge devices, but it also ensures they can operate effectively with limited or no cloud connectivity. Additionally, Azure IoT Edge includes device management features that keep the latest status of your devices in sync automatically, which improves overall operational efficiency and responsiveness. This smooth integration not only fosters a more effective workflow across your IoT ecosystem but also enhances the ability to make real-time decisions based on localized data processing. Ultimately, Azure IoT Edge empowers organizations to harness the full potential of their IoT devices and data.

Balena provides an extensive array of tools designed to streamline the development, deployment, and management of networks composed of connected Linux devices. Our infrastructure is specifically crafted for fleet managers, allowing them to focus on application innovation and fleet expansion with minimal friction. While our tools function as an integrated platform, they also afford users the flexibility to choose individual components that best suit their project specifications, ensuring a customized fit for various needs. Recognizing that each Internet of Things (IoT) initiative brings its own set of challenges, we consciously steer clear of a uniform solution. For those eager to explore the inner workings of balena, our primary platform, balenaCloud, encompasses a powerful combination of device, server, and client-side software, all designed to guarantee secure deployment of your code across a broad network of devices. This modular architecture not only fosters user creativity but also upholds the reliability and security crucial for effective deployment. Additionally, our commitment to user-centric design ensures that every feature we offer is geared toward enhancing the overall experience of managing connected devices.

Harness our essential tools to establish your own device deployment and management server, whether you're managing just one device or scaling up to a million. Tailor openBalena to your unique specifications and effortlessly carry out software updates on your devices with a single command. Take advantage of virtualization designed specifically for edge computing, ensuring you maintain connectivity to your devices regardless of their network circumstances. Adding new devices to your fleet is simple and effective, making the onboarding process smooth. OpenBalena acts as a complete solution for deploying and managing connected devices. Each device runs on balenaOS, an operating system designed for executing containers on IoT hardware, and is managed via the balena CLI, which simplifies the setup of application containers, facilitates updates, monitors device status, and allows log reviews. The backend environment of OpenBalena, constructed with reliable components that have been part of balenaCloud for years, not only securely manages device data but also supports remote administration through an integrated VPN service and enhances the distribution of container images to your devices. This powerful framework guarantees that you can manage your entire fleet efficiently and with confidence, while also allowing you to adapt as your needs evolve or expand over time.

FairCom EDGE simplifies the integration of sensor and machine data right at the source, whether it's in a factory, water treatment plant, oil rig, wind farm, or any other industrial environment. As the world's pioneering converged IoT/Industrial IoT hub, FairCom EDGE combines messaging and data persistence into a single comprehensive solution. It features browser-based tools for administration, configuration, and monitoring, streamlining the user experience. Additionally, FairCom EDGE is compatible with MQTT, OPC UA, and SQL for machine-to-machine (M2M) communication, along with HTTP/REST for real-time monitoring and reporting. The platform consistently gathers data from sensors and devices via OPC UA and captures messages from machinery using MQTT. Moreover, the data is efficiently parsed, stored, and made accessible through MQTT or SQL, ensuring seamless data management across various industrial applications. This robust functionality positions FairCom EDGE as an essential tool for modern industrial data integration.