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Category

ProductivityDevelopment ToolsProject ManagementBusiness / EnterpriseSaaS Platform

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AI / ML

License

ProprietaryOpen SourceFreemiumFreeSubscription

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Perpetual LicenseTrial Version

Operating system

accessed via API/SDKs)2accessed via browser1AIX PPC1Alpine Linux (container only)1Amazon Linux 20233

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and CLI no client OS install required)1and Google Cloud Platform (no local OS install required)1and SDKs1and VR/AR platforms1and Windows apps1and z/OS1Android6Any170any OS supporting Java1API2APIs1Arch1arm64/ppc64/x86_64) limited/untested support for FreeBSD and NetBSD macOS not currently supported1AWS ECS1AWS Lambda1bare-metal install) web UI accessible from any modern browser (Firefox1browser-accessible from any OS)1browser-accessible)1BSD1BSD (cross-platform via Perl)1Chrome1CLI1Cloud-based (Linux and Windows Server containers supported managed via web console1Cloud-based (platform-independent1Cloud-based (SaaS) — accessible via any modern web browser no local OS requirement1Cloud-based (web browser access1Cloud-based / platform-agnostic (accessed via web dashboard1Cloud-based SaaS accessed via web browser or client drivers1cloud-hosted SaaS console accessible via web browser1Cross-platform (browser-based works in any modern web browser on Windows1Cross-platform (Linux5Cross-platform (self-hosted via Docker/npm on Linux1Cross-platform (Windows12Cross-platform via Docker/Kubernetes (Linux1currently FreeBSD 14.x)1Debian1Debian 10+)1Debian 133Docker1Edge1embedded/RTOS and bare-metal targets)1Fedora1Fedora 32+1Fedora 43/443Flatpak)1FreeBSD5FreeBSD-based (custom OS1FreeBSD/OpenBSD Android (beta)1glibc 2.28+)1HP-UX1IBM AIX (server) Windows1iOS6Istio/Envoy1Kubernetes1Linux38Linux (agent-based)1Linux (any OS supporting Node.js)1Linux (any OS with Java support) Cloud (hosted)1Linux (Bitbucket Data Center self-hosted)1Linux (CLI/binaries)1Linux (Debian-based1Linux (Debian/Ubuntu2Linux (development environment) deployable to Windows1Linux (primary tested on Debian1Linux (primary) via containers/other backends can run on macOS (Apple Silicon) and Windows (WSL)1Linux (self-contained distribution not cross-platform as an app)1Linux (self-hosted)1Linux (server-side1Linux (server) tests run against Android1Linux (Ubuntu2Linux (Ubuntu 18.04+1Linux (Ubuntu 24.04/26.04 LTS3Linux ARM641Linux Docker Kubernetes23Linux iOS and Android (mobile apps) also available as a web app1Linux PPC-LE1Linux s390x1Linux) - any OS supporting Python1Linux) — Python package1Linux) — runs anywhere Node.js/modern browsers do1Linux) — runs anywhere Python 3.10+ or Node.js runs1Linux) — runs anywhere Python 3.10+ runs1Linux) — runs anywhere Python 3.10+ runs apps are accessed via any modern web browser1Linux) — runs anywhere Python runs1Linux) — runs anywhere R or Python runs apps are accessed via web browser1Linux) via Node.js1Linux/Unix1macOS61macOS (agent)1macOS (also runs in containers/Kubernetes)1macOS (as a containerized management server) manages Docker/Kubernetes hosts on Linux and Windows1macOS (via JVM/containers) Docker1macOS 10.13 or later1macOS 11 (Big Sur)+1macOS 15 and 26 (Intel and Apple Silicon)1macOS 15/262macOS) — runs anywhere a JVM/Kafka Connect can run distributed as Docker/container images1Microsoft Azure1Microsoft Windows1mobile OSes)1NetBSD2Nintendo Switch1no local OS install required)1no OS install required)1no OS restriction)1NVIDIA Jetson1OpenBSD3OpenShift1openSUSE1or accessed via n8n Cloud)1or API from any OS)1Oracle Linux)1OS Independent (Linux1OS-agnostic)1OS-independent3OS-independent) accessible via any modern browser1Pivotal Cloud Foundry1Plan91PlayStation1Podman1Raspberry Pi1Red Hat1RHEL1RHEL/Fedora1runs on AWS1Safari)1self-hosted) web-based client accessible from any browser1SLES1Solaris2Solaris SPARC/x861SUSE1SUSE/openSUSE)1Ubuntu1Unix1Web191Web (cloud2Web API CLI (cross-platform via Python)1Web Docker Kubernetes95Web-based1Web-based (any OS via browser) self-hosted stack runs on Linux via Docker1Web-based (browser access1Web-based (browser-based1Web-based (browser-based SaaS no specific OS required)1Web-based (browser) generated apps run on iOS1Web-based (cloud SaaS5Web-based (cloud SaaS no OS install required)1Web-based (cloud SaaS) platform-agnostic1Web-based (cloud SaaS) SDKs available for Linux1Web-based (cloud) client access via any modern browser1Web-based (cloud) iOS Android1Web-based (cloud/SaaS) no client OS installation required1Web-based (cross-platform via browser) mobile SDKs for iOS and Android1Web-based (cross-platform) native apps for iOS and Android1Web-based (SaaS) deploys apps built with any modern framework1Web-based / API (platform-independent1Web-based / Cloud (OS-independent1Web-based / cloud SaaS (OS-agnostic)1Web-based self-hosted Inference server supports Linux1Web-based self-hosted via Docker on Linux1Web-based/SaaS (browser access) OneAgent installable on Linux x641Web/Cloud (Bitbucket Cloud) Windows1Windows41Windows (agent support varies by feature) Docker/Kubernetes supported1Windows (agent-based) Kubernetes1Windows (cross-platform via JVM)1Windows (including WSL)1Windows (server) web-based access from any OS1Windows (via Cygwin/WSL for development production deployments are predominantly Linux)1Windows (via Docker)1Windows (via Docker/Kubernetes)1Windows (WSL2)1Windows 10 (build 1809 or later)1Windows 10/113Windows 10+1Windows 11 (64-bit) macOS via VM only cloud/web access via Alteryx Analytics Cloud1Windows macOS Linux9Windows macOS Linux iOS Android1Windows macOS Linux Unix/BSD1Windows via Docker/Python desktop apps also available)1Windows) — runs anywhere Node.js runs self-hosted or via Strapi Cloud1Windows) — runs anywhere Python is supported1Windows) fully managed Weaviate Cloud requires no local OS1works on any OS)1Xbox1

Device

a standalone server1AMD GPUs1and Kubernetes nodes1and mainframes1Android (browser extension and mobile app)1

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Android devices/emulators1Android)6Any138Any device with a web browser1Any device with internet access via API integration1API1API clients1API/backend services1API/SMTP integration (any device with internet access)1Apple Silicon1APU compute devices)1ARM-based devices/Raspberry Pi1bare-metal/on-prem hosts1BSD) Android mobile (beta)1CI/CD integrations1CLI1Cloud3Cloud infrastructure1Cloud instances (AWS EC2)1Cloud/SaaS1Cloud/Server1Console1containers4Cross-platform (any OS running Node.js)1Desktop43Desktop (API/SDK-based1Desktop (CPU1Desktop (macOS2Desktop (self-hosted via Docker)1Desktop (via CLI/kubectl)1Desktop (web browser access) no dedicated mobile app confirmed1Desktop (Windows4Desktop (Windows PC) Web browser (cloud platform)1Desktop Mobile Server NAS (Synology/QNAP packages)1Desktop web browser Chrome browser extension1desktop/cross-platform C applications1Desktop/laptop (development and browser access) apps render in-browser and are viewable on tablets/mobile1Desktop/Server (any system running Python)1Desktop/Server (command-line)1Desktop/Server (developer library1Desktop/Server (web-based dashboard)1Desktop/Server no dedicated mobile app1Docker (self-hosted server)1Docker/Container1Embedded systems2embedded/appliance devices1Google TPUs1GPU1Huawei Ascend1IBM Spyre1IDE plugins1integrates via API/SDKs into web and mobile apps1Intel Gaudi1Intel GPUs (XPU)1iOS3iOS devices/simulators1IoT devices1IoT/edge devices1iPhone/iPad1Kubernetes1Kubernetes clusters2Linux Docker Kubernetes23Linux)8macOS7macOS) — no mobile version1microcontrollers1Mobile8Mobile (call recipients use any phone)1Mobile (iOS3Mobile (responsive components)1Mobile (via client-side SDKs)1Mobile (via SDK-built apps)1mobile apps (via SDKs)1mobile web1no dedicated device apps)1not an end-user app)1NVIDIA GPUs1on-prem and cloud)1or an embedded engine)1or Windows1POS terminals1Raspberry Pi) Docker containers1Robots and embedded/computing platforms running supported OS (desktops1Router/Embedded (IoT)1Self-hosted infrastructure1Server18Server / any machine running Python1Server / Cloud (deployed as Kafka Connect connectors1Server / Cloud / Cluster deployment (not a desktop or mobile application)1Server / Cluster (not a desktop or mobile application)1Server / Cluster (on-premises and cloud)1Server/Cloud2Server/self-hosted deployment web-based admin console1serverless (Lambda)1servers2Servers (x86-64 / Intel 64 or AMD64) 64-bit Arm (Armv9-A or newer) supported as of the Arm64 release1Servers / HPC cluster nodes (compute clusters1single-board computers1Tablet2USB/SD/CF-card nano images1virtual machines1VMs2VR/AR headsets1Web198Web (browser-based console) agents deployed on Linux hosts1Web (desktop and mobile browsers)1Web API32Web browser10Web browser (any device/OS with internet access) desktop clients and mobile access via browser1Web browser (any OS/device with internet access)1Web browser (apps are responsive but primarily designed for desktop/browser use)1Web browser (Cloud) self-hosted server/cluster (Data Center)1Web browser (desktop and mobile)1Web browser (desktop and mobile) native mobile/OTT apps via client-side SDKs1Web browser (desktop and mobile) responsive/admin apps1Web browser (desktop)3Web browser (desktop) no dedicated mobile app confirmed1Web browser (management dashboard) deployed apps accessed via any device with a browser1Web browser Cloud Edge devices (NVIDIA Jetson1Web browser Desktop (CLI)1Web Docker Kubernetes95Web-based1Web-based (accessed via browser) admin panel is responsive on desktop and mobile browsers1Web-based (any device with a browser or API access) developer CLI available for Windows1Web-based UI (browser) server/CLI installed on Linux1Web/Cloud (SaaS)1Web/Desktop browser1Windows4Windows desktop apps (via driver ecosystem)1Windows macOS Linux9Windows PCs and Servers1with on-host agents (OneAgent) for servers1x86-64 (amd64) hardware1x86/ARM/PowerPC CPUs1

Programming language

.NET2.NET (Full Stack SDKs)1.NET/C#5also provides R1and Java1

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and mobile SDKs for iOS/Android)1and other languages used for collectors1and REST APIs1and Rust components1and Scala supported via Snowpark1Android (Java/Kotlin)1Android (Kotlin/Java)1Angular2API integration via REST (Recurly provides client libraries for Ruby1Astro (per official contentful GitHub org SDKs)1Bash2Blueprints (visual scripting)1C (C99)1C (core agent)1C/C++1C#24C#/.NET1C++ (CUDA/HIP kernels)1C++ (Nix package manager core)1C++ (primary)1C++ (via WebAssembly for Compute)1Clojure2ClojureScript1Connector SDK supports Python1Core written in Go1CSS2Cython2Dart (Flutter)1editor supports 80+ languages via LSP/extensions1Elixir1Erlang2Erlang/Elixir1etc.)1Gleam1Go30Go (backend)1Go (official client libraries)1Haskell (30+ official SDKs per LaunchDarkly's Developer plan page)1HTML1Java24Java (primary)1Java (with community bindings for other languages)1JavaScript25JavaScript (Node.js)3JavaScript supported for UDFs/stored procedures1JavaScript/TypeScript2Kotlin4Kotlin (built on the IntelliJ Platform)1Kotlin/Java (Android SDK)1Kotlin/Java (Android)1Lua3Next.js1Nix expression language1Node.js13Node.js/JavaScript1Node.js/JavaScript (TypeScript)1Objective-C2official client SDKs available for Python1OpenAPI spec supports generating clients in 40+ languages1Perl2PHP12PL/pgSQL1platform backend languages not publicly disclosed1platform services built on Varnish/VCL heritage1plus raw HTTP/REST API1PostgreSQL dialects1PowerShell1Python42Python (backend)1Python (built on Starlette for the web parts and Pydantic for data validation)1Python (core framework and app-writing API)1Python (core framework)1Python (Django framework)1Python (official CLI/library)1Python (primary)2Python and Perl used for build/test tooling1R3React3React Native1REST API1REST/gRPC APIs supported via SDKs1Ruby12Ruby (server-side API libraries)1Rust10Rust (application itself)1Rust (build tooling)1Rust-based components1Scala2SCSS1separate package)1Shell1Shell/cURL1SMTP1SQL1SQL (PL/SQL1SQL (plus framework support for React1supports scripting in Java and Python (via Jython/PyGhidra)1supports serverless functions in Node.js1Svelte1Svelte/TypeScript (frontend)1Swift5Swift (iOS)1Swift (SwiftUI)1Swift/Objective-C (iOS SDK)1T-SQL1TypeScript23TypeScript (Cursor is a fork of the open-source VS Code editor)1TypeScript (Web SDK)1TypeScript/JavaScript (internal UI components)1TypeScript/JavaScript (LlamaIndex.TS1TypeScript/React (frontend UI layer)1TypeScript/Vue.js (frontend)1Verse (used in Unreal Editor for Fortnite)1Vimscript1Visual Basic1Volt1Vue3with components in C and shell scripts1with Go1with Perl1with Rust and Java components1written in Java/Kotlin1Written primarily in Java (Swing GUI) and C++ (decompiler component)1YAML (Pulumi YAML)1

Industry

academia2academia/research1Aerospace1agriculture1AI/ML3

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AI/ML infrastructure3AI/ML software development1analytics1and academia1and AI application companies1and applied ML competitions1and data-driven organizations1and digital agencies1and digital product organizations1and document-heavy workflows per vendor site1and enterprise)1and general B2C/B2B subscription businesses1and general enterprise AI/ML development1and go-to-market operations across industries1and media and advertising1and Moderna1and operations teams1and organizations migrating off VMware1and other data-driven sectors per Linux Foundation and vendor materials1and other data-intensive enterprise industries1and other data-intensive industries2and other enterprises running cloud-native/Kubernetes infrastructure1and other industries building custom software1and other regulated enterprise industries1and technology sectors1architecture/AEC1AstraZeneca)1Automation1automotive4Autonomous Vehicles1B2B sales1banking1Banking & Finance1Big data analytics / data infrastructure across all industries1BMW1broadcast/live events1Broadcasting & Telecom1CBD1cloud computing1cloud infrastructure1cloud/data infrastructure1Cross-industry2Cross-industry (data engineering1Cross-industry (e-commerce1Cross-industry (finance1Cross-industry (general machine learning / AI engineering tooling)1Cross-industry (general-purpose data infrastructure/CDC tooling used across finance1Cross-industry (general-purpose developer tool) adopted in enterprise1Cross-industry (productivity/knowledge work)1Cross-industry (SaaS1Cross-industry (technology2Cross-industry enterprise software1Cross-industry IT infrastructure and data center operations commonly used by enterprises1Cross-industry productivity and project management1Cybersecurity1Cybersecurity / information security2Cybersecurity IT/network operations OSINT and threat intelligence1cybersecurity/reverse engineering1data engineering1Data SaaS Enterprise6data science and AI research1data science and AI/ML1developer tools1DevOps1digital agencies1Digital Goods1Docker1e-commerce11e-commerce/retail1eCommerce2education2Embedded systems2energy1Energy & Chemicals1enterprise IT1enterprise IT security1Enterprise marketing1enterprise software1environmental science1Fashion & apparel1fashion and apparel1film and television1Finance8Finance/Financial Services1financial services10Financial technology (fintech)1fitness and wellness1food & beverage1Gaming4general cross-industry1general cross-industry automation1general digital business1general enterprise1general retail/wholesale1general-purpose (used across tech1General-purpose / horizontal1General-purpose machine learning widely used across finance1general-purpose UI library)1Geospatial/GIS1Government1government/defense1government/public sector1Harvard Medical School1health & beauty1healthcare9healthcare and life sciences1High-performance computing1Horizontal across software/SaaS1Industrial/Manufacturing1information security research1insurance1IoT1IT1IT & Networking Cybersecurity Telecommunications Education1IT infrastructure/DevOps1IT operations2IT/database administration1IT/software1Janssen1Johnson & Johnson1legal1lending1life sciences) customers include Snowflake1logistics2Logistics & Transportation1Manufacturing4Manufacturing / engineering / product design1marketing2marketing teams1Marketplaces1martech/adtech1media4Media & entertainment1media & publishing1Media and streaming1media/publishing (general-purpose1Mercedes-Benz1national security/defense1not industry-specific)2not vertical-specific)1Oxford1payments1Pharmaceutical/life sciences1Research/Academia1retail10retail and consumer goods1retail/e-commerce3Robotics1SaaS8SaaS product development1SaaS/Software Platforms1SaaS/technology1sales intelligence1scientific research1secure firmware1Security Compliance Enterprise IT2semiconductor/microcontroller ecosystems1service providers1simulation and training1Software development11Software development / general-purpose (cross-industry)1Software development / IT / technology1Software development / technology2Software development / web development2Software development / web development (cross-industry)2Software development / web development tooling1Software development and IT across industries (no single vertical focus)1Software development and IT infrastructure (cross-industry)1Software development and quality assurance across industries1Software engineering1Software/AI development1Software/application development (horizontal1software/SaaS3Software/technology1Software/Technology (general-purpose LLMOps platform1Software/Web development1Software/web development broadly used across e-commerce1Stack Overflow1startups1systems programming1tech1Technology13technology (used by organizations such as Pfizer1Technology / Enterprise IT / General purpose AI deployment1technology companies1Technology Startups Enterprise473technology) no single vertical focus1technology/SaaS1telecom1telecommunications4Travel3travel and recreation1urban planning1used across technology1web development1with dedicated Industrial & IoT edition1with dedicated solutions for financial services1with dedicated solutions for software/engineering1with emphasis on technology1with particular adoption among tech1

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Open source SaaS

604 results

ROS 2 (Robot Operating System 2)
Google Kubernetes Engine (GKE)
Strapi Review: Open-Source Headless CMS for Developers
ack — Code-Searching Tool for Programmers
Airbyte Review: Features, Pricing, and Alternatives
Open WebUI
Slurm Workload Manager
Command-Line Utility / Developer Tool

Command-Line JSON Processing Tool
jq
License type MIT (code); CC-BY-3.0 (documentation)Rating 0.0 / 5
E-commerce Platform / SaaS

E-commerce Platform
BigCommerce
License type Proprietary SaaS (subscription)Rating 0.0 / 5
Proxmox VE
Gemini Enterprise Agent Platform (formerly Vertex AI)
Cryptography / TLS Library

Cryptography Library
Mbed TLS
License type Open SourceRating 0.0 / 5
Managed Detection And Response (MDR) / Cybersecurity Services

Managed Detection and Response (MDR) Service
Kroll Responder
Rating 0.0 / 5
Utility

Software
Airflow Deferrable
License type Open SourceRating 4.8 / 5
Utility

Software
Zeek
License type ProprietaryRating 4.8 / 5
Utility

Software
Yugabytedb
License type ProprietaryRating 4.8 / 5
Utility

Software
WSO2 API Manager
License type ProprietaryRating 4.6 / 5
Utility

Software
Wiz
License type Open SourceRating 4.8 / 5
Utility

Software
Waypoint
License type ProprietaryRating 4.4 / 5
Server Software

Infrastructure
Dev Containers
License type ProprietaryRating 4.6 / 5
Utility

Software
Vector Datadog
License type ProprietaryRating 4.8 / 5
Utility

Software
Astral Uv
License type ProprietaryRating 4.8 / 5
Database

Data Warehouse
Databricks Unity Catalog
License type ProprietaryRating 4.7 / 5
Utility

Software
Umami Analytics
License type ProprietaryRating 4.8 / 5

ROS 2 (Robot Operating System 2)

Google Kubernetes Engine (GKE)

Strapi Review: Open-Source Headless CMS for Developers

ack — Code-Searching Tool for Programmers

Airbyte Review: Features, Pricing, and Alternatives

Open WebUI

Slurm Workload Manager

jq

BigCommerce

Proxmox VE

Gemini Enterprise Agent Platform (formerly Vertex AI)

Mbed TLS

Kroll Responder

Airflow Deferrable

Zeek

Yugabytedb

WSO2 API Manager

Wiz

Waypoint

Dev Containers

Vector Datadog

Astral Uv

Databricks Unity Catalog

Umami Analytics