Business Software for Python - Page 31
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Top Software that integrates with Python as of November 2025 - Page 31
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1
MasterDistiller
MasterDistiller
MasterDistiller is an end-to-end distillery management system built atop the open-source Odoo ERP platform, combining industry-specific modules with Odoo’s core business functionality to cover the full “grain to glass” workflow. The product includes applications tailored for production & distillation (capturing costing, batch metrics, spirit provenance, and recipe control), maturation & warehousing (tracking liquid in casks and containers, re‐gauge, re‐racking, and provenance metrics), and vatting & bottling (managing blending, dilution, loss accounting, and finished goods production). These specialized apps integrate seamlessly with Odoo’s business apps for inventory, CRM, sales ordering, purchasing, manufacturing, and accounting to unify operations, reduce errors, and give real-time insight across functions. MasterDistiller provides full traceability from raw materials through to the end consumer and supports regulatory reporting.Starting Price: $467.15 per month -
2
Percy
Percy
Percy is an all-in-one visual testing and review platform that automates visual quality assurance by capturing screenshots of your web, mobile, or component UI, comparing each snapshot against a baseline, and highlighting any unintended visual changes to ensure pixel-perfect consistency. The platform supports integration with popular test frameworks, CI/CD pipelines, and component libraries, enabling teams to capture snapshots at each commit, review diff overlays, approve changes, suppress noise from dynamic elements, and maintain stable visual approval workflows. Percy works across multiple resolutions, browsers, devices, and viewports, and offers features like cross-browser testing, full-page capture, branch-aware baseline selection, intelligent diff filtering, and built-in collaboration tools (approve, request changes, comment). With support for SDKs in major languages and frameworks (e.g., Playwright, Cypress, Storybook), teams can embed Percy into their existing test suites. -
3
Plexe AI
Plexe AI
Plexe AI is a no-code/low-code machine-learning platform that allows users to build, train, and deploy predictive models simply by describing what they want in plain language. You connect your data or upload a dataset, then type your intent, such as “predict customer churn” or “recommend products based on purchase history”, and the system handles everything from preprocessing and feature engineering to model selection, evaluation, and deployment as an API endpoint. With seamless integrations into your existing infrastructure, provider-agnostic support for different LLMs and frameworks, and an open source Python SDK for deeper control, Plexe AI significantly reduces the time and complexity of turning raw data into production-ready ML applications. Trusted by early adopters, the platform is designed to democratize machine learning development and accelerate value from data. -
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Parallel
Parallel
The Parallel Search API is a web-search tool engineered specifically for AI agents, designed from the ground up to provide the most information-dense, token-efficient context for large-language models and automated workflows. Unlike traditional search engines optimized for human browsing, this API supports declarative semantic objectives, allowing agents to specify what they want rather than merely keywords. It returns ranked URLs and compressed excerpts tailored for model context windows, enabling higher accuracy, fewer search steps, and lower token cost per result. Its infrastructure includes a proprietary crawler, live-index updates, freshness policies, domain-filtering controls, and SOC 2 Type 2 security compliance. The API is built to fit seamlessly within agent workflows: developers can control parameters like maximum characters per result, select custom processors, adjust output size, and orchestrate retrieval directly into AI reasoning pipelines.Starting Price: $5 per 1,000 requests -
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GPT-5.1
OpenAI
GPT-5.1 is the latest update in the GPT-5 series, designed to make ChatGPT dramatically smarter and more conversational. The release introduces two distinct model variants: GPT-5.1 Instant, which is described as the most-used model and is now warmer, better at following instructions, and more intelligent; and GPT-5.1 Thinking, which is the advanced reasoning engine that’s been tuned to be easier to understand, faster on straightforward tasks, and more persistent on complex ones. Users' queries are now routed automatically to the variant best-suited to the task. The update emphasizes not just improved raw intelligence but also enhanced communication style; the models are tuned to be more natural, enjoyable to talk to, and better aligned with user intents. The system card addendum notes that GPT-5.1 Instant uses “adaptive reasoning” that lets it decide when to think more deeply before responding, while GPT-5.1 Thinking adapts its thinking time accurately to the question at hand. -
6
Coverity Static Analysis
Black Duck
Coverity Static Analysis is a comprehensive code scanning solution that enables developers and security teams to deliver high-quality software in compliance with security, functional safety, and industry standards. It effectively uncovers complex defects across extensive codebases, identifying and resolving code quality and security issues that span multiple files and libraries. Coverity supports compliance with a wide range of standards, including OWASP Top 10, CWE Top 25, MISRA, and CERT C/C++/Java, providing built-in reports to track and prioritize issues. With the Code Sight™ IDE plugin, developers receive real-time results, including CWE information and remediation guidance, directly within their development environment, facilitating the integration of security into the software development life cycle without compromising developer velocity. -
7
codebeat
codequest
Set up codebeat to track every quality change in one of your Github, Bitbucket, GitLab or self-hosted repositories. We'll get you up and running in seconds. codebeat provides automated code review and supports many programming languages. It will help you prioritize issues and identify quick wins in your web and mobile applications. codebeat offers a great team-management tool for companies and open source contributors. Assign access levels and move people between projects within seconds. Perfect for both small and large troupe.Starting Price: $20 per user per month -
8
Databricks Data Intelligence Platform
Databricks
The Databricks Data Intelligence Platform allows your entire organization to use data and AI. It’s built on a lakehouse to provide an open, unified foundation for all data and governance, and is powered by a Data Intelligence Engine that understands the uniqueness of your data. The winners in every industry will be data and AI companies. From ETL to data warehousing to generative AI, Databricks helps you simplify and accelerate your data and AI goals. Databricks combines generative AI with the unification benefits of a lakehouse to power a Data Intelligence Engine that understands the unique semantics of your data. This allows the Databricks Platform to automatically optimize performance and manage infrastructure in ways unique to your business. The Data Intelligence Engine understands your organization’s language, so search and discovery of new data is as easy as asking a question like you would to a coworker. -
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Gauge
ThoughtWorks
Gauge is a free and open source framework for writing and running acceptance tests. Gauge tests are in Markdown which makes writing and maintaining tests easier. Reuse specifications and robust refactoring to reduce duplication. Less code and readable specifications means less time spent on maintaining the test suite. Gauge works with multiple languages, CI/CD tools and automation drivers. You don't have to learn a new language or tool to get your test automation tool to work for you. Gauge has a robust plugin architecture and plugin ecosystem. You can easily extend Gauge to add support for IDEs, drivers, datasources, text execution events or your favorite programming language. Don’t waste time going through stacktraces. Gauge takes a screenshot on a test failure allowing you to get a visible picture of what went wrong. Reports are available across multiple formats (XML, JSON, HTML).Starting Price: Free -
10
Nova
Panic
If we're being honest, Mac apps are a bit of a lost art. There are great reasons to make cross-platform apps — to start, they're cross-platform — but it's just not who we are. Founded as a Mac software company in 1997, our joy at Panic comes from building things that feel truly, well, Mac-like. Long ago, we created Coda, an all-in-one Mac web editor that broke new ground. But when we started work on Nova, we looked at where the web was today, and where we needed to be. It was time for a fresh start. It all starts with our first-class text-editor. It's new, hyper-fast, and flexible, with all the features you want: smart autocomplete, multiple cursors, a Minimap, editor overscroll, tag pairs and brackets, and way, way more. For the curious, Nova has built-in support for CoffeeScript, CSS, Diff, ERB, Haml, HTML, INI, JavaScript, JSON, JSX, Less, Lua, Markdown, Perl, PHP, Python, Ruby, Sass, SCSS, Smarty, SQL, TSX, TypeScript, XML, and YAML. -
11
Sonatype Nexus Repository
Sonatype
Sonatype Nexus Repository is a robust binary repository manager designed to store, manage, and distribute open-source components, dependencies, and artifacts across the software development lifecycle (SDLC). It supports over 20 formats, including Maven, npm, PyPI, and Docker, allowing for seamless integration with build tools and CI/CD pipelines. With advanced features like high availability, disaster recovery, and scalability across cloud platforms, Nexus Repository ensures secure and efficient management of your software artifacts. The platform enhances collaboration, automates workflows, and improves visibility into your software supply chain, helping teams manage dependencies and improve software quality. -
12
Forsta
Forsta
The most powerful, flexible, connected, and most reliable experience & research tech platform. Forsta transcends methodological and data silos. All human experience is here. If it’s insightful, it’s measurable. Use customizable surveys to seek insight from any audience, from small teams to global communities. Take the data you need from any touchpoint or channel. Forsta comes packed with the tools to bring you better data and deeper insights. So you can push your business forward. If it’s insightful, it’s measurable. Use customizable surveys or moderated online conversations to seek insight from any audience – from small teams to global communities. Take the data you need from any touchpoint or channel. Bring all your data onto a single platform. So you can see the stories behind the statistics. Use advanced analytics tools to search, sort and filter in whatever way gets you to the answers you need. -
13
Google Cloud Vision AI
Google
Derive insights from your images in the cloud or at the edge with AutoML Vision or use pre-trained Vision API models to detect emotion, understand text, and more. Google Cloud offers two computer vision products that use machine learning to help you understand your images with industry-leading prediction accuracy. Automate the training of your own custom machine learning models. Simply upload images and train custom image models with AutoML Vision’s easy-to-use graphical interface; optimize your models for accuracy, latency, and size; and export them to your application in the cloud, or to an array of devices at the edge. Google Cloud’s Vision API offers powerful pre-trained machine learning models through REST and RPC APIs. Assign labels to images and quickly classify them into millions of predefined categories. Detect objects and faces, read printed and handwritten text, and build valuable metadata into your image catalog. -
14
bugScout
bugScout
Platform for detecting security vulnerabilities and analyzing code quality of applications. bugScout was born in 2010, with the objective of promoting global application security through audit and DevOps processes. Our purpose is to promote a culture of safe development and thus provide protection for your company’s information, assets and reputation. Designed by ethical hackers and reputable security auditors, bugScout® follows international security rules and standards and is at the forefront of cybercrime techniques to keep our customers’ applications safe and secure. We combine security with quality, offering the lowest false positive rate on the market and the fastest analysis. Lightest platform on the market, 100% integrated with SonarQube. A platform that unites SAST and IAST, promoting the most complete and versatile source code audit on the market for the detection of Application Security Vulnerabilities. -
15
IBM Databand
IBM
Monitor your data health and pipeline performance. Gain unified visibility for pipelines running on cloud-native tools like Apache Airflow, Apache Spark, Snowflake, BigQuery, and Kubernetes. An observability platform purpose built for Data Engineers. Data engineering is only getting more challenging as demands from business stakeholders grow. Databand can help you catch up. More pipelines, more complexity. Data engineers are working with more complex infrastructure than ever and pushing higher speeds of release. It’s harder to understand why a process has failed, why it’s running late, and how changes affect the quality of data outputs. Data consumers are frustrated with inconsistent results, model performance, and delays in data delivery. Not knowing exactly what data is being delivered, or precisely where failures are coming from, leads to persistent lack of trust. Pipeline logs, errors, and data quality metrics are captured and stored in independent, isolated systems. -
16
Eclipse Che
Eclipse Che
Eclipse Che makes Kubernetes development accessible for developer teams, providing one-click developer workspaces and eliminating local environment configuration for your entire team. Che brings your Kubernetes application into your development environment and provides an in-browser IDE, allowing you to code, build, test and run applications exactly as they run on production from any machine. Eclipse Che runs in containers. All of the developer tools, the IDE and its plugins are running as containerized services. You don’t have to worry about how to configure them, install their dependencies or keeping them alive - everything is packaged together in the container. Che allows you to establish a centralized configuration for your team’s development environment and technology stacks. Eclipse Che comes with a web-based IDE, based on Eclipse Theia which provides an in-browser VSCode experience complete with the latest tooling protocols. -
17
Firepad
Firepad
Firepad is an open source real-time collaborative text editor. It provides true collaborative editing, complete with intelligent operational transform-based merging and conflict resolution. Firepad can render documents using the CodeMirror, Ace, or Monaco editors, and its operational transform code borrows from ot.js. Behind the scenes, Firepad uses the Firebase Realtime Database for cloud data storage and synchronization. You can build any application that requires collaborative editing of text documents. Firepad supports both rich text and code editing out-of-the-box, and it's easy to extend for other use cases. Firepad was built by Michael Lehenbauer and the team at Firebase. There are many other features that could be added, please star Firepad on GitHub and send over a pull request when you have things to contribute! You can build any application that requires collaborative editing of text documents. -
18
Segments.ai
Segments.ai
Segments.ai is an advanced data labeling platform that allows users to label data from multiple sensors simultaneously, improving the speed and accuracy of labeling for robotics and autonomous vehicle (AV) applications. It supports 2D and 3D labeling, including point cloud annotation, and enables users to label moving and stationary objects with ease. The platform leverages smart automation tools like batch mode and ML-powered object tracking, streamlining workflows and reducing manual labor. By fusing 2D image data with 3D point cloud data, Segments.ai offers a more efficient and consistent labeling process, ideal for high-volume, multi-sensor projects. -
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AiXcoder
AiXcoder
Leave Artificial Intelligence to AIXcoder. Leave Real Intelligence to Human. The offline version is released! Your code is safe on your computer locally. AiXcoder works in smooth locally with state of art deep learning model compression techniques. The models are trained with a massive amount of open source code. And adapted to several areas. A search window is seamlessly integrated into IDE with the ability to search open-source code on GitHub. Deep learning is used to filter high-quality code as search results. Search API usage and examples. Search similar code to avoid duplicated coding. Project Level Personalized Training: Train models on personal project and computer. Enterprise Level Customized Training: Train models on code base and enterprise server. Based on standard model, personalized and customized training will learn the patterns and rules in your proprietary code. -
20
KDevelop
KDE
KDevelop is a Free and Open Source integrated development environment (IDE). It provides editing, navigation and debugging features for several programming languages, as well as integration with multiple build systems and version-control systems, using a plugin-based architecture. KDevelop has parser backends for C, C++ and Javascript/QML, with further external plugins supporting e.g. PHP or Python. KDevelop Windows installers are also available to download from the binary-factory. These versions don’t contains the translations and are intended for testing purpose. Get involved and help us making them better! This release brings half a year of work, focused mainly on stability, performance, and future maintainability. Many existing features have received small improvements again, and there is one highly-visible addition, optional display of inline notes for problems at the end of the line. -
21
Apache Zeppelin
Apache
Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more. IPython interpreter provides comparable user experience like Jupyter Notebook. This release includes Note level dynamic form, note revision comparator and ability to run paragraph sequentially, instead of simultaneous paragraph execution in previous releases. Interpreter lifecycle manager automatically terminate interpreter process on idle timeout. So resources are released when they're not in use. -
22
OpenAI Codex
OpenAI
OpenAI Codex is an advanced AI coding tool designed to assist software developers by automating many tasks in their coding workflow. It allows users to delegate tasks such as writing features, answering codebase questions, running tests, and proposing pull requests (PRs) for review. Codex works in parallel, handling multiple tasks simultaneously in secure cloud sandboxes preloaded with your repository. This tool helps developers move through their backlog faster and more efficiently, making it an invaluable asset for teams looking to streamline their development process. -
23
Snipplr
Snipplr
Snipplr was designed to solve a simple problem. We had too many random bits of code and HTML scattered all over our computers. We'd hunt and dig around for five minutes looking for the couple lines of code we wrote four projects ago just so we wouldn't have to retype them. We're lazy. We needed a way to keep all of our stuff organized. Snipplr is our solution. Now, all of our code snippets are stored in one place. Best of all, the other guys at work have access to each others' code library. With Snipplr you can keep all of your frequently used code snippets in one place that's accessible from any computer. You can share your code with other visitors and use what they post, too. -
24
Styleguidist
Styleguidist
Supports JavaScript, TypeScript and Flow Works with Create React App out of the box. Share components with your team, including designers and developers. See how components react to different props and data right in the browser. Find the right combination of props and copy the code. React Styleguidist is a component development environment with hot reloaded dev server and a living style guide that you can share with your team. It lists component propTypes and shows live, editable usage examples based on Markdown files. -
25
MULTI IDE
Green Hills Software
After more than three decades of customer use and continuous enhancement, the MULTI Integrated Development Environment (IDE) is unmatched in the embedded software industry. Developers know they can rely on MULTI to help them produce high-quality code and get their devices to market faster. Whether pinpointing a hard-to-find bug, resolving a memory leak, or maximizing system performance, MULTI consistently works. Every feature of our revolutionary Debugger is designed to quickly solve problems that stump traditional tools. It often takes weeks or months to track down problems like inter-task corruptions, missed real-time requirements, and external hardware events. Green Hills' TimeMachine tool suite helps you solve the same problems in hours or even minutes. The TimeMachine tool suite automatically captures program execution data, combining the MULTI Debugger interface with innovative replay debugging capabilities. -
26
CodeRunner
CodeRunner
A lightweight, multi-language programming text editor and IDE for macOS. CodeRunner was designed to support all of the most widely used programming languages and run them instantly. The app is configured to run code in 25 languages out-of-the-box, and additional languages can be configured to run by simply entering their terminal command. With over 200 syntax modes, lots of advanced editing features and thoughtful details, CodeRunner will quickly become your go-to editor for any and all kinds of text files. CodeRunner's code completion is the best you'll find in any IDE. Intelligent matching of typed text enables completions beyond single words. Quickly find the right completion among thousands with the extra-fuzzy search algorithm, helpful documentation snippets, and smart ranking of results. Don't clutter your code with print-statements for debugging. Instead, use CodeRunner's built-in debugging features to set breakpoints and step through your code.Starting Price: $19.99 one-time payment -
27
Spacemacs
Spacemacs
A community-driven Emacs distribution. The best editor is neither Emacs nor Vim, it's Emacs and Vim! Spacemacs is a new way to experience Emacs, a sophisticated and polished set-up focused on ergonomics, mnemonics and consistency. Key bindings are organized using mnemonic prefixes like b for buffer, p for project, s for search, h for help etc. Innovative real-time display of available key bindings. Simple query system to quickly find available layers, packages and more. Similar functionalities have the same key binding everywhere thanks to a clearly defined set of conventions. Community-driven configuration provides curated packages tuned by power users and bugs are fixed quickly. -
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Maqetta
Maqetta
Maqetta is an open source project that provides WYSIWYG visual authoring of HTML5 user interfaces. The Maqetta application itself is authored in HTML, and therefore runs in the browser without requiring additional plugins or downloads. Maqetta is available under a commercial-friendly open source license. You can download the source code and install it on your own server, customize the code to fit your needs and/or contribute improvements to the open source project. The HTML pages created by Maqetta typically work across all popular browsers, including IE (caveat: this depends on the JavaScript toolkit you use and coding details). But if you want to run the Maqetta application, you'll need to use a recent release of one of the following browsers, all of which support the HTML5 features that Maqetta requires. The project's code is built using 100% open standards technologies. -
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Eclipse PHP
Eclipse Foundation
The PHP IDE project delivers a PHP Integrated Development Environment framework for the Eclipse platform. This project encompasses the development components necessary to develop PHP-based web applications and facilitates extensibility. It leverages the existing web tools project in providing developers with PHP capabilities. The essential starting point for PHP developers, including a PHP language support, a Git client, XML Editor and Mylyn, terminal. The experience of developing PHP application with PDT can be extended with a large variety of plugins created by the Eclipse ecosystem. Syntax highlighting, syntax validation, content assistance, code navigation, PHP debugging (Zend Debugger / Xdebug), PHP Profiling (Zend Debugger / Xdebug), PHPUnit, code formatted, refactoring, code templates, remote projects, and the whole power of the Eclipse Ecosystem. -
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Light Table
Light Table
Connects you to your creation with instant feedback and showing data values flow through your code. Easily customizable from keybinds to extensions to be completely tailored to your specific project. Try new ideas quickly and easily. Ask questions about your software, to give you a more profound understanding of your code. Embed anything you want, from graphs to games to running visualizations. Everything from eval and debugging to a fuzzy finder for files and commands to fit seamlessly into your workflow. An elegant, lightweight, beautifully designed layout so your IDE is no longer cluttered. No more printing to the console in order to view your results. Simply evaluate your code and the results will be displayed inline. Developer tools should be open source. Every bit of Light Table's code is available to the community because none of us are as smart as all of us.
