Business Software for Python - Page 5
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Top Software that integrates with Python as of December 2025 - Page 5
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1
Nyckel
Nyckel
Nyckel makes it easy to auto-label images and text using AI. We say ‘easy’ because trying to do classification through complex “we-do-it-all” AI/ML tools is hard. Especially if you’re not a machine learning expert. That’s why Nyckel built a platform that makes image and text classification easy for everyone. In just a few minutes, you can train an AI model to identify attributes of any image or text. Whether you’re sorting through images, moderating text, or needing real-time content labeling, Nyckel lets you build a custom classifier in just 5 minutes. And with our Classification API, you can auto-label at scale. Nyckel’s goal is to make AI-powered classification a practical tool for anyone. Learn more at Nyckel.com.Starting Price: Free -
2
Vault Vision
Vault Vision
Vault Vision is the leading user authentication platform for modern web and mobile apps, built with privacy-first security and passwordless login convenience for end users. Vault Vision's low code platform enables applications to completely secure user logins on React, Python, Go, Node, Webflow and more. Vault Vision protects end user privacy from password breaches by eliminating use of third-party scripts, sdk's and trackers. Our platform helps application owners increase user login engagement with passwordless application logins powered by mobile passkeys, two factor auth (2FA), multi-factor auth (MFA), face id auth, fingerprint auth, USB key auth, pin based auth, SSO with email, OIDC logins for Apple, Google and Microsoft, and more.Starting Price: $25/month for 10k users -
3
Tggl
Tggl
Tggl was built for teams that need to move fast. Its carefully crafted interface will allow you entire team to change what features are active on your app at any given time. No more lengthy deployment cycles just to push small changes. Since Tggl does not require any technical knowledge, your product team can take decisions on the spot without developers intervention. Tggl makes it easy to manage flags across mobile, web, and even backend applications. Neatly organize your flags into projects and development environments. With Tggl you can manage release dates, enable features for a few handpicked users, for specific countries, or any custom business logic you might have. Randomly show two or more different versions of a feature to your users and see which one performs the best. With Tggl a given user will always see the same version of a feature for a better experience on your app.Starting Price: €18 per month -
4
Descope
Descope
Descope is a drag-and-drop customer authentication and identity management platform. Our no / low code CIAM solution enables developers to easily create and customize their entire user journey using visual workflows – from authentication and authorization to MFA and federation. Descope also provides a connectors ecosystem with dozens of third-party services for use cases such as identity verification, fraud prevention, risk-based authentication, and identity orchestration. Descope is built on a scalable multi-tenant architecture with high availability that can support advanced enterprise requirements. Customers use Descope to improve their user onboarding with passwordless authentication, enhance security with MFA and step-up controls, and unify customer identities across business properties. Founded in 2022, Descope is backed by Lightspeed and GGV and is a member of the FIDO Alliance.Starting Price: $0.05 per user per month -
5
Qwen-7B
Alibaba
Qwen-7B is the 7B-parameter version of the large language model series, Qwen (abbr. Tongyi Qianwen), proposed by Alibaba Cloud. Qwen-7B is a Transformer-based large language model, which is pretrained on a large volume of data, including web texts, books, codes, etc. Additionally, based on the pretrained Qwen-7B, we release Qwen-7B-Chat, a large-model-based AI assistant, which is trained with alignment techniques. The features of the Qwen-7B series include: Trained with high-quality pretraining data. We have pretrained Qwen-7B on a self-constructed large-scale high-quality dataset of over 2.2 trillion tokens. The dataset includes plain texts and codes, and it covers a wide range of domains, including general domain data and professional domain data. Strong performance. In comparison with the models of the similar model size, we outperform the competitors on a series of benchmark datasets, which evaluates natural language understanding, mathematics, coding, etc. And more.Starting Price: Free -
6
Service Objects Email Validation
Service Objects
Our Service Objects Email Validation service seamlessly integrates with web forms and business applications, performing over 50 integrity checks and filters, providing deeper insights into risk and deliverability than any other provider in the industry. Our email validation service performs over 50 checks and verifications and returns a simple pass/fail score that enables you to send emails with confidence, improving deliverability and reducing your bounce rate by up to 90%. With warning flags like bogus, vulgar, disposable, role, misspelling, screamer, honeypot, spam trap, and known complainer, you can identify and automatically remove problematic emails that can damage your sender's reputation. We are the only email validation service to provide up-to-date reputation data for email service providers, ensuring the integrity of your emails. Capture accurate and up-to-date email addresses on your web forms to ensure critical information and marketing communications reach your customers.Starting Price: $299/month -
7
Service Objects Reverse Phone Lookup
Service Objects
Our services provide comprehensive insights on customer phone data, including line type, porting information, and the essential feature of identifying connected or disconnected phone numbers for over 600 million US & Canadian landline, VOIP, and mobile numbers. Our expansive database includes more than 382 million residential and 210 million business listings, ensuring the most accurate and current data availability. Validate and format US & Canadian phone numbers while determining connected/disconnected status to help identify fraudulent contacts and increase contact rates. We offer detailed caller information based on the phone number, including name, mailing address, address geo-coordinates, phone type, line type, and date ported, along with connected or disconnected status. With an additional 244 million wireless phone numbers, our software is the most comprehensive reverse phone number lookup service available.Starting Price: $299/month -
8
Service Objects Phone Validation
Service Objects
Validate international phone numbers and formats, eliminate fraudulent contacts, and increase contact rates by removing non-reachable phone numbers from your customer contact records. Service Objects Phone Validation offers unparalleled accuracy and breadth of coverage to quickly determine the validity of global phone numbers. Our software includes coverage for 8.6 billion global phone numbers, including 7.3 billion mobile phone numbers, and covers over 250 countries and territories. Phone numbers are standardized according to country-specific formats and receive a quality score that signals if they are valid, helping improve contact rates and support compliance efforts. Service Objects Phone Validation uses multiple, authoritative data sources to return a quality score from 0 to 10 that quickly signals the validity of a phone number. This allows you to be confident that you are only contacting valid phone numbers, which can help you improve customer contact rates.Starting Price: $299/month -
9
Service Objects Name Validation
Service Objects
Having the correct name is essential to effectively communicating with a customer or lead. Name Validation performs a 40-step check to help your business weed out bogus and inaccurate names and prevent embarrassing personalization mistakes from being sent to customers and prospects. Your brand has a lot riding on getting your customers' and prospects' names right. Accurate names are key to effective personalization and also an important indicator of fraudulent and bogus web form submissions. Name Validation verifies first and last names using a global database of more than 1.4 million first names and 2.75 million last names, correcting common mistakes and flagging garbage before it enters your database. Our real-time name validation and verification service corrects and then tests against a proprietary database containing millions of consumer names to determine an overall quality score. Your business can use this score to block or deny bogus submissions from entering your sales.Starting Price: $299/month -
10
Sports Game Odds API
Sports Game Odds
Get near real-time sports and betting odds data with our Sports Game Odds API—your ultimate resource for building sports apps, betting platforms, or analytics models. Covering dozens of sports and leagues, our odds API delivers the data you need to stay ahead. Access a variety of odds data through multiple endpoints, each designed for specific queries and customizable with parameters to fit your needs. Whether you're tracking live odds, historical data, or betting t 55+ Leagues Across 25+ Sports Pre-Match and Live Odds on spreads, over-unders, and moneylines Player Props, Game Props, and Futures Odds Sub-Minute Update Frequency for real-time data Historical Data Availability Scores & Stats Coupled with 100% of Odds Results Data for All Odds Provided Partial Game Odds (e.g., halves, quarters, periods, rounds, sets) Live In-Game Odds for dynamic betting Comprehensive Player, Team, League, and Tournament DataStarting Price: $99 -
11
ProxyMesh
ProxyMesh
ProxyMesh helps web scrapers avoid IP bans and rate limits to crawl data quickly and easily at an affordable price. Since 2011, ProxyMesh has been providing elite anonymous rotating IP address proxy servers to thousands of customers. We strive to provide the highest quality affordable proxies designed specifically for web scraping. ProxyMesh works with the HTTP proxy protocol, so your software can already work with us. You don't need to download anything. Our proxies maintain over 99% uptime while handling many 100s of terabytes of data every month. ProxyMesh proxies provide elite level 1 anonymity, where all identifying headers are removed, so that your requests cannot be traced back to you. And each request you make with our rotating IP proxy servers goes through a randomly chosen outgoing IP addresses, further enhancing your anonymity. Each of our rotating proxy server locations around the world has 10 outgoing IP addresses that get rotated every 12 hours.Starting Price: $10/month -
12
Grok Code Fast 1
xAI
Grok Code Fast 1 is a high-speed, economical reasoning model designed specifically for agentic coding workflows. Unlike traditional models that can feel slow in tool-based loops, it delivers near-instant responses, excelling in everyday software development tasks. Built from scratch with a programming-rich corpus and refined on real-world pull requests, it supports languages like TypeScript, Python, Java, Rust, C++, and Go. Developers can use it for everything from zero-to-one project building to precise bug fixes and codebase Q&A. With optimized inference and caching techniques, it achieves impressive responsiveness and a 90%+ cache hit rate when integrated with partners like GitHub Copilot, Cursor, and Cline. Offered at just $0.20 per million input tokens and $1.50 per million output tokens, Grok Code Fast 1 strikes a strong balance between speed, performance, and affordability.Starting Price: $0.20 per million input tokens -
13
Predator CNC Editor
Predator Software
The Predator CNC Editor is the most popular CNC code editor available on the market. It includes hundreds of features to improve the day to day productivity of CNC machine tools, operators and CNC programmers, yet it is extremely easy to use. The Predator CNC Editor is the ideal choice for the small job shop or the largest manufacturer.Starting Price: $250 -
14
Codecov
Codecov
Develop healthier code. Improve your code review workflow and quality. Codecov provides highly integrated tools to group, merge, archive, and compare coverage reports. Free for open source. Plans starting at $10/user per month. Ruby, Python, C++, Javascript, and more. Plug and play into any CI product and workflow. No setup required. Automatic report merging for all CI and languages into a single report. Get custom statuses on any group of coverage metrics. Review coverage reports by project, folder and type test (unit tests vs integration tests). Detailed report commented directly into your pull request. Codecov is SOC 2 Type II certified, which means a third-party audits and attests to our practices to secure our systems and your data.Starting Price: $10 per user per month -
15
CodeSandbox
CodeSandbox
CodeSandbox is a cloud development platform that empowers development teams to code, collaborate, and ship projects of any size from any device in record time. Run your code in powerful microVMs and build anything without limits. We configure your environment for you and keep your code always ready, behind a URL. Boxy, the CodeSandbox AI coding assistant, is also now available to all Pro subscribers.Starting Price: $12 per month -
16
Glitch
Glitch
Glitch is a collaborative programming environment that lives in your browser and deploys code as you type. Use Glitch to build anything from a good ol’ static webpage to full-stack Node apps. You never have to start from scratch: Just start remixing an existing starter app, or clone a project from services like GitHub and GitLab to experiment and deploy on Glitch. Build off the most popular JavaScript frameworks. Your favorite companies use Glitch to share apps that get you up and running with their APIs. Invite friends to work with you on public or private projects. Anyone with a browser can jump in and pick up where you left off, and private .env files keep secrets like API keys, well, secret. There's no deployment setup—as soon as you create a new project, your Glitch app is live with its own URL (or your custom domain!). Share or embed anywhere, and invite anyone to check out your code or remix it.Starting Price: $8 per month -
17
MatDeck
LabDeck
MatDeck is a universal, technical software for Mathematics, Science, Engineering, Chemistry, Coding, Databases and many other uses. Our software offers a complete Python IDE; thousands of mathematical functions; a drag and drop GUI Designer and various visualization tools, all embedded within a cutting-edge, live document for an inexpensive and professional computing environment.Starting Price: Free -
18
Boost Note
Boost Note
Boost Note is a powerful, lightspeed collaborative workspace for developer teams. Built to empower developers productivity with the most solid note taking experience for developers. Not just a GitHub flavored markdown. Put diagrams with Charts.js, Mermaid, and PlantUML in documents to maximize visibility. Choose from keymaps like Vim, over 150 themes, and more to create your own Markdown editor. Manage your documents programmatically. Grab an authentication token and access Boost Note's APIs via simple HTTP requests. Automate your documentation work with over 2,000 external tool integrations via Zapier. Collaborate with your colleagues and share information your way. Have all your teams in one shared workspace. Write documents as a team with Boost Note's realtime editing. Check revision history of a doc. You can easily roll back to one of the previous versions in one click. Keep your important data safe through granula access control based on workspace.Starting Price: $3 per member per month -
19
Dynamsoft Batch Barcode Scanner
Dynamsoft
The Dynamsoft Batch Barcode Scanner captures and decodes over 100 barcodes in a single scan with nearly 100% accuracy. Built for high-volume environments like retail, pharmaceuticals, and laboratories, it simplifies bulk data capture and minimizes manual effort. The scanner accurately reads densely packed, curved, or uneven barcodes using images from smartphones, webcams, or industrial cameras. Its camera-based approach eliminates repetitive scanning, greatly enhancing speed and efficiency. The solution integrates seamlessly into desktop, mobile, or web applications through Dynamsoft’s SDK. It supports a wide range of 1D and 2D barcode formats and includes intelligent validation features to detect duplicate or unreadable codes in real time. By enabling fast and reliable scanning, the Dynamsoft Batch Barcode Scanning helps organizations save time, reduce errors, and improve productivity across critical workflows. -
20
JetBrains Datalore
JetBrains
Datalore is a collaborative data science and analytics platform aimed at boosting the whole analytics workflow and making work with data enjoyable for both data scientists and data savvy business teams across the enterprise. Keeping a major focus on data teams workflow, Datalore offers technical-savvy business users the ability to work together with data teams, using no-code or low-code together with the power of Jupyter notebooks. Datalore enables analytical self-service for business users, enabling them to work with data using SQL and no-code cells, build reports and deep dive into data. It offloads the core data team with simple tasks. Datalore enables analysts and data scientists to share results with ML Engineers. You can run your code on powerful CPUs or GPUs and collaborate with your colleagues in real-time.Starting Price: $19.90 per month -
21
Sumocode
Sumo Apps
Create apps and games with just a few lines of code. Learn how to code with gamified examples. Remix example of sample code or write something new from scratch. Inspired by examples, using JavaScript as a language you'll discover how easy it is to program and create games with few lines of code. Boost your creativity with Sumocode, and let your mind build new things! Update your skills and learn how to code like a pro! There's no holding back your imagination! Learn to apply engineering concepts to create digital solutions to problems at hand! It doesn't matter if you're 5, 55, or 105, you can learn to code! Sumocode is here to help you navigate the first steps on your journey to becoming a programmer. It is easier than you think. Learn to build apps and code snippets. It is surprisingly easy with our Sumo3D code library. You can use our examples as the base or create your own apps from scratch.Starting Price: $9 per month -
22
parsel
Python Software Foundation
Parsel is a BSD-licensed Python library to extract and remove data from HTML and XML using XPath and CSS selectors, optionally combined with regular expressions. Create a selector object for the HTML or XML text that you want to parse. Then use CSS or XPath expressions to select elements. CSS is a language for applying styles to HTML documents. It defines selectors to associate those styles with specific HTML elements. XPath is a language for selecting nodes in XML documents, which can also be used with HTML. You can use either CSS or XPath. CSS is usually more readable, but some things can only be done with XPath. Being built atop lxml, parsel selectors support some EXSLT extensions and come with pre-registered namespaces to use in XPath expressions. Parsel selectors allow you to chain selectors, so most of the time you can just select by class using CSS and then switch to XPath when needed.Starting Price: Free -
23
pexpect
pexpect
Pexpect makes Python a better tool for controlling other applications. Pexpect is a pure Python module for spawning child applications; controlling them, and responding to expected patterns in their output. Pexpect works like Don Libes’ Expect. Pexpect allows your script to spawn a child application and control it as if a human were typing commands. Pexpect can be used for automating interactive applications such as ssh, FTP, passwd, telnet, etc. It can be used to automate setup scripts for duplicating software package installations on different servers. It can be used for automated software testing. Pexpect is in the spirit of Don Libes’ Expect, but Pexpect is pure Python. Unlike other Expect-like modules for Python, Pexpect does not require TCL or Expect nor does it require C extensions to be compiled. It should work on any platform that supports the standard Python pty module. The Pexpect interface was designed to be easy to use.Starting Price: Free -
24
pyglet
pyglet
The cross-platform windowing and multimedia library for Python. pyglet is a powerful, yet easy-to-use Python library for developing games and other visually-rich applications on Windows, Mac OS X, and Linux. It supports windowing, user interface event handling, Joysticks, OpenGL graphics, loading images, and videos, and playing sounds and music. All of this with a friendly Pythonic API, that's simple to learn and doesn't get in your way. pyglet is provided under the BSD open-source license, allowing you to use it for both commercial and other open-source projects with very little restriction. No external dependencies or installation requirements. For most application and game requirements, pyglet needs nothing else besides Python, simplifying distribution and installation. This makes it easy to package your project with freezers such as PyInstaller. pyglet provides real platform native windows, allowing you to take advantage of multiple windows and multi-monitor desktops.Starting Price: Free -
25
Bokeh
Bokeh
Bokeh makes it simple to create common plots, but also can handle custom or specialized use-cases. Plots, dashboards, and apps can be published in web pages or Jupyter notebooks. Python has an incredible ecosystem of powerful analytics tools: NumPy, Scipy, Pandas, Dask, Scikit-Learn, OpenCV, and more. With a wide array of widgets, plot tools, and UI events that can trigger real Python callbacks, the Bokeh server is the bridge that lets you connect these tools to rich, interactive visualizations in the browser. Microscopium is a project maintained by researchers at Monash University. It allows researchers to discover new gene or drug functions by exploring large image datasets with Bokeh’s interactive tools. Panel is a tool for polished data presentation that utilizes the Bokeh server. It is created and supported by Anaconda. Panel makes it simple to create custom interactive web apps and dashboards by connecting user-defined widgets to plots, images, tables, or text.Starting Price: Free -
26
python-docx
python-docx
python-docx is a Python library for creating and updating Microsoft Word (.docx) files. Paragraphs are fundamental in Word. They’re used for body text, but also for headings and list items like bullets. You’re free to specify both width and height, but usually, you wouldn’t want to. If you specify only one, python-docx uses it to calculate the properly scaled value of the other. This way the aspect ratio is preserved and your picture doesn’t look stretched. If you don’t know what a Word paragraph style is you should definitely check it out. Basically, it allows you to apply a whole set of formatting options to a paragraph at once. python-docx allows you to create new documents as well as make changes to existing ones. Actually, it only lets you make changes to existing documents; it’s just that if you start with a document that doesn’t have any content, it might feel at first like you’re creating one from scratch.Starting Price: Free -
27
python-sql
Python Software Foundation
python-sql is a library to write SQL queries in a pythonic way. Simple selects, select with where condition. Select with join or select with multiple joins. Select with group_by and select with output name. Select with order_by, or select with sub-select. Select on other schema and insert query with default values. Insert query with values, and insert query with query. Update query with values. Update query with where condition. Update query with from the list. Delete query with where condition, and delete query with sub-query. Provides limit style, qmark style, and numeric style.Starting Price: Free -
28
dedupe
dedupe
Dedupe.io is a powerful tool that learns the best way to find similar rows in your data. Using cutting-edge research in machine learning we quickly and accurately identify matches in your Excel spreadsheet or database—saving you time and money. In today’s world of big data, there’s never been more information available to work with. Unfortunately, all this data is hard to use, especially if it’s been entered by hand or comes from different systems. The simple task of figuring out who is who in a spreadsheet or database can be a daunting, time-consuming task. That’s where Dedupe.io comes in. We developed the best dynamic and scalable solution for de-duplicating and linking datasets, and built a simple step-by-step wizard for anyone to use it.Starting Price: $9 per 1,000 rows -
29
websockets
Python Software Foundation
An implementation of the WebSocket Protocol (RFC 6455 & 7692). websockets is a library for building WebSocket servers and clients in Python with a focus on correctness, simplicity, robustness, and performance. Built on top of asyncio, Python’s standard asynchronous I/O framework, it provides an elegant coroutine-based API. websockets is heavily tested for compliance with RFC 6455. Continuous integration fails under 100% branch coverage. websockets is built for production. For example, it was the only library to handle backpressure correctly before the issue became widely known in the Python community. Memory usage is optimized and configurable. A C extension accelerates expensive operations. It’s pre-compiled for Linux, macOS, and Windows and packaged in the wheel format for each system and Python version. websockets takes care of everything under the hood so you can focus on your application!Starting Price: Free -
30
gTTS
gTTS
gTTS (Google Text-to-Speech), a Python library and CLI tool to interface with Google Translate's text-to-speech API. Write spoken mp3 data to a file, a file-like object (bytestring) for further audio manipulation, or stdout. Or simply pre-generate Google Translate TTS request URLs to feed to an external program. Customizable speech-specific sentence tokenizer that allows for unlimited lengths of text to be read, all while keeping proper intonation, abbreviations, decimals and more. Customizable text pre-processors which can, for example, provide pronunciation corrections.Starting Price: Free
