Alternatives to Instructor
Compare Instructor alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Instructor in 2026. Compare features, ratings, user reviews, pricing, and more from Instructor competitors and alternatives in order to make an informed decision for your business.
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1
PydanticAI
Pydantic
PydanticAI is a Python-based agent framework designed to simplify the development of production-grade applications using generative AI. Built by the team behind Pydantic, the framework integrates seamlessly with popular AI models such as OpenAI, Anthropic, Gemini, and others. It offers type-safe design, real-time debugging, and performance monitoring through Pydantic Logfire. PydanticAI also provides structured responses by leveraging Pydantic to validate model outputs, ensuring consistency. The framework includes a dependency injection system to support iterative development and testing, as well as the ability to stream LLM outputs for rapid validation. It is ideal for AI-driven projects that require flexible and efficient agent composition using standard Python best practices. We built PydanticAI with one simple aim: to bring that FastAPI feeling to GenAI app development.Starting Price: Free -
2
Mirascope
Mirascope
Mirascope is an open-source library built on Pydantic 2.0 for the most clean, and extensible prompt management and LLM application building experience. Mirascope is a powerful, flexible, and user-friendly library that simplifies the process of working with LLMs through a unified interface that works across various supported providers, including OpenAI, Anthropic, Mistral, Gemini, Groq, Cohere, LiteLLM, Azure AI, Gemini Enterprise Agent Platform, and Bedrock. Whether you're generating text, extracting structured information, or developing complex AI-driven agent systems, Mirascope provides the tools you need to streamline your development process and create powerful, robust applications. Response models in Mirascope allow you to structure and validate the output from LLMs. This feature is particularly useful when you need to ensure that the LLM's response adheres to a specific format or contains certain fields. -
3
FastAPI
FastAPI
FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3.7+ based on standard Python type hints. Fast: Very high performance, on par with NodeJS and Go (thanks to Starlette and Pydantic). One of the fastest Python frameworks available. Minimize code duplication, multiple features from each parameter declaration. -
4
Logfire
Pydantic
Pydantic Logfire is an observability platform designed to simplify monitoring for Python applications by transforming logs into actionable insights. It provides performance insights, tracing, and visibility into application behavior, including request headers, body, and the full trace of execution. Pydantic Logfire integrates with popular libraries and is built on top of OpenTelemetry, making it easier to use while retaining the flexibility of OpenTelemetry's features. Developers can instrument their apps with structured data, and query-ready Python objects, and gain real-time insights through visualizations, dashboards, and alerts. Logfire also supports manual tracing, context logging, and exception capturing, providing a modern logging interface. It is tailored for developers seeking a streamlined, effective observability tool with out-of-the-box integrations and ease of use.Starting Price: $2 per month -
5
Traceloop
Traceloop
Traceloop is a comprehensive observability platform designed to monitor, debug, and test the quality of outputs from Large Language Models (LLMs). It offers real-time alerts for unexpected output quality changes, execution tracing for every request, and the ability to gradually roll out changes to models and prompts. Developers can debug and re-run issues from production directly in their Integrated Development Environment (IDE). Traceloop integrates seamlessly with the OpenLLMetry SDK, supporting multiple programming languages including Python, JavaScript/TypeScript, Go, and Ruby. The platform provides a range of semantic, syntactic, safety, and structural metrics to assess LLM outputs, such as QA relevancy, faithfulness, text quality, grammar correctness, redundancy detection, focus assessment, text length, word count, PII detection, secret detection, toxicity detection, regex validation, SQL validation, JSON schema validation, and code validation.Starting Price: $59 per month -
6
Tabstack
Mozilla
Tabstack is a managed web API that helps developers extract data, generate structured outputs, run live-web research, and automate browser tasks through simple API calls. The platform lets users pass a URL, schema, question, or task and receive schema-matched JSON, clean Markdown, cited answers, or completed browser actions without managing an LLM, browser, scraper, or orchestration pipeline. Its endpoints support structured extraction, Markdown extraction, JSON generation, live research with citations, and web automation across JavaScript-heavy pages. Developers can use Tabstack for competitive intelligence dashboards, lead enrichment, research agents, booking and checkout agents, workflow automation, and knowledge base ingestion. The platform includes SDKs for TypeScript and Python, MCP support, CLI tools, streaming research results, human-in-the-loop automation, and privacy-focused data handling. With free credits, pay-as-you-go pricing, team plans, and enterprise options, Tabstack -
7
LangMem
LangChain
LangMem is a lightweight, flexible Python SDK from LangChain that equips AI agents with long-term memory capabilities, enabling them to extract, store, update, and retrieve meaningful information from past interactions to become smarter and more personalized over time. It supports three memory types and offers both hot-path tools for real-time memory management and background consolidation for efficient updates beyond active sessions. Through a storage-agnostic core API, LangMem integrates seamlessly with any backend and offers native compatibility with LangGraph’s long-term memory store, while also allowing type-safe memory consolidation using schemas defined in Pydantic. Developers can incorporate memory tools into agents using simple primitives to enable seamless memory creation, retrieval, and prompt optimization within conversational flows. -
8
Schema Synth
Schema Synth
Schema Synth is an AI-powered JSON-LD schema markup tool that generates, validates, and audits structured data. It helps SEO professionals and web developers implement correct schema markup for rich results, AI citations, and knowledge panels — without hand-coding JSON-LD or switching between fragmented tools. Describe your content in natural language and Schema Synth generates schema.org-compliant JSON-LD using AI. It validates against schema.org standards in real time, catches errors before deployment, and audits existing pages for missing or broken markup. Supports all major schema types: FAQ, Product, Article, LocalBusiness, HowTo, Review, Event, Organization, and more. Works with any site — WordPress, Shopify, Webflow, static HTML, React, Vue — no CMS lock-in.Starting Price: $15/month -
9
Atla
Atla
Atla is the agent observability and evaluation platform that dives deeper to help you find and fix AI agent failures. It provides real‑time visibility into every thought, tool call, and interaction so you can trace each agent run, understand step‑level errors, and identify root causes of failures. Atla automatically surfaces recurring issues across thousands of traces, stops you from manually combing through logs, and delivers specific, actionable suggestions for improvement based on detected error patterns. You can experiment with models and prompts side by side to compare performance, implement recommended fixes, and measure how changes affect completion rates. Individual traces are summarized into clean, readable narratives for granular inspection, while aggregated patterns give you clarity on systemic problems rather than isolated bugs. Designed to integrate with tools you already use, OpenAI, LangChain, Autogen AI, Pydantic AI, and more. -
10
Codeflash
Codeflash
Codeflash is an AI-powered tool that automatically identifies and applies performance optimizations to Python code, discovering improvements across entire projects or within GitHub pull requests, enabling faster execution without sacrificing feature development. With simple installation and initialization, it has delivered dramatic speedups. Trusted by engineering teams at organizations, Codeflash has helped achieve outcomes such as 25% faster object detection (boosting Roboflow's throughput from 80 to 100 FPS), tens of merged pull requests delivering speedups in Albumentations, and ensured confidence in merging optimized code in Pydantic’s 300M+ download codebase. Codeflash can be integrated as a GitHub Action to catch slow code before shipping, and it maintains strong privacy and security with encrypted data handling.Starting Price: $30 per month -
11
NuExtract
NuExtract
NuExtract is a large language model specialized in extracting structured information from documents of any format, including raw text, scanned images, PDFs, PowerPoints, spreadsheets, and more, supporting over a dozen languages and mixed‑language inputs. It delivers JSON‑formatted output that faithfully follows user‑defined templates, with built‑in verification and null‑value handling to minimize hallucinations. Users define extraction tasks by creating a template, either by describing the desired fields or importing existing schemas—and can improve accuracy by adding document, output examples in the example set. The NuExtract Platform provides an intuitive workspace for designing templates, testing extractions in a playground, managing teaching examples, and fine‑tuning settings such as model temperature and document rasterization DPI. Once validated, projects can be deployed via a RESTful API endpoint that processes documents in real time.Starting Price: $5 per 1M tokens -
12
4d Yoga and Fitness Manager
Ekavat
Yoga studio software is one of the multidimensional products of Bookon4d. It provides effective solutions for yoga studios, gym classes, fitness centers, personal trainers, yoga teachers and instructors. If you are a yoga provider with one or more available rooms/instructors, our yoga booking software can be the perfect solution for you. It displays your various yoga programs and users are allowed to choose from various programs based on locations, program types, instructors and time. This is a complete software to manage yoga centers effectively in terms of employees, instructors, time scheduling, invoice generation, customer management and much more. Online appointment registration, bookings, cancellation and scheduling options. Access to your own personalized portal with extremely easy setup and user-friendly functionalities. Powerful reports option, invoice, annual, demographic, staff and visitors reports.Starting Price: $20.00/month -
13
Swimvity
Swimvity
Swimvity is booking and administration software for private and mobile swim teachers in Australia. Each instructor gets a booking page that offers families times suited to the instructor’s schedule. Before showing an available time, the system checks teaching hours, existing lessons, estimated travel time between pools, pool access hours and, optionally, busy times from Google Calendar. Lesson requests require instructor approval before they are booked. Swimvity supports weekly and fortnightly recurring lessons, including holidays and pauses, and presents the instructor’s day as a route with drive times. Instructors can keep each swimmer’s level and notes, record payments, and create invoices and receipts. Families pay instructors directly; Swimvity does not take a commission. A single-instructor plan is A$39 per month and includes a 30-day free trial with no card required.Starting Price: A$39/month -
14
Training Orchestra
Training Orchestra
Training Orchestra’s award-winning Training Management Software is a scheduling system to automate and optimize Instructor-Led (ILT) and Virtual Instructor-Led Training (vILT) operations: session scheduling, resource management, instructor collaboration, cost tracking, reporting and more! As a complement to your LMS, Training Orchestra replaces manual processes and spreadsheets to increase resource use, optimize session scheduling and gain control over your training investment for your employee, customer, partner or member training. "Train More with Less!"Starting Price: $560 per month -
15
Clojure
Clojure
Clojure is a robust, practical, and fast programming language with a set of useful features that together form a simple, coherent, and powerful tool. Clojure is a dynamic, general-purpose programming language, combining the approachability and interactive development of a scripting language with an efficient and robust infrastructure for multithreaded programming. Clojure is a compiled language, yet remains completely dynamic, every feature supported by Clojure is supported at runtime. Clojure provides easy access to the Java frameworks, with optional type hints and type inference, to ensure that calls to Java can avoid reflection. Clojure is a dialect of Lisp, and shares with Lisp the code-as-data philosophy and a powerful macro system. Clojure is predominantly a functional programming language and features a rich set of immutable, persistent data structures. When a mutable state is needed, Clojure offers a software transactional memory system and reactive Agent system.Starting Price: Free -
16
DriveSchoolPro
John Powell Ltd
DriveSchoolPro is cloud-based management software for UK approved driving instructors (ADIs), independent instructors and multi-instructor driving schools. It combines a web app with iPhone and Android apps for instructors and pupils. A diary provides day, week and month views, drag-and-drop rescheduling and checks for booking conflicts involving pupils, instructors or vehicles. Pupils can book through an embeddable online widget, view lessons and DVSA progress, and pay card invoices through Stripe. Instructors can record cash, bank transfer and cheque payments, manage lesson packages and balances, send automated email reminders, and track progress across the DVSA's 27 skills. Tools also include AI-generated lesson briefings, Google review request workflows after a pupil passes, and vehicle compliance records. The software supports solo instructors and schools coordinating multiple instructors and vehicles.Starting Price: £0/month -
17
Data Donkee
Data Donkee
Data Donkee is an AI-powered web extraction platform that enables users to collect structured data from websites using natural language instead of traditional coding. It centers on an AI Web Agent that allows users to describe their data requirements in plain English and optionally define the desired output using JSON schema, after which the platform automatically builds a custom scraper. It is designed to eliminate common web scraping challenges such as maintaining fragile code, handling constantly changing websites, and scaling data collection across large or complex sources. It emphasizes consistent and reliable extraction, aiming to minimize inaccurate results while supporting dynamic site structures and large datasets. Its workflow is streamlined into three main steps: users describe the data they need, the AI generates the extraction logic, and the platform delivers clean, structured data ready for analysis or integration. -
18
Dance in a Can
Dance in a Can
Dance Camp in a Can completely remove all the guesswork from your camp planning day. With over 70 pages worth of choreography, games, crafts, acting exercises and videos, your summer camp will be a breeze. This camp series also comes with graphic design to make advertising for the camp eye-catching and effective. View a Sample Day! Learn everyone in the program’s name while practicing new dance ideas. The main camp instructor goes first. The instructor says their name and then performs one simple dance move or gesture. The format is, “My name is [insert name] and this is my move.” The instructor does their simple move. Everyone in the circle repeats the instructor's name out loud as they perform the simple move. The move is completely made up; it can be whatever the participant desires whether a classical move or an improved move.Starting Price: $149.00/one-time/user -
19
LearnDesk
LearnDesk
Thousands of instructors and educational institutions use TabletWise’s software to sell online learning content, accept payments, and market their businesses globally. We bring together all the pieces that are required to sell online learning content, accept payments, and market your business. TabletWise’s platform enables businesses to accept payments, subscriptions, and payment plans globally. We also help instructors to send automated email campaigns, specialized offers, newsletters, track campaigns, and much more. Individual instructors and educational institutions - they all sell on TabletWise for a reason: 60 million people visit our marketplace. New-age online learning companies around the world use TabletWise to accept payments across borders and build a global learning audience. Our global presence enables us to understand the needs of both instructors and learners. This results in a border-less learning marketplace. -
20
CPR Enroll
Guardian IT & Marketing
CPR Enroll is industry best-in-class software helping CPR Training Centers and Instructors run their businesses by managing all aspects of class management, including posting classes and taking payments online, registrations, paperwork for compliance, instructor management, e-commerce store, client management, and so much more! CPR Enroll is a simple and social platform that is developed by instructors,for instructors to make your daily operations a breeze!Starting Price: FREE -
21
Careervira LXP
Careervira
Careervira LXP is an enterprise Learning Experience Platform that combines AI-powered personalization, skill mapping, and content aggregation to deliver tailored, role and skill-based learning journeys. It is part of a unified ecosystem that includes an LMS, content marketplace, and instructor marketplace. Unique USPs: AI-Native, Skills-First Architectureroprietary roles and skills map (3,000+ roles, 3,500+ skills) for hyper-personalized, role-based learning journeys. Integrated Content & Instructor Marketplace:Access to 40,000+ courses from 20+ global providers and 1,000+ expert instructors, all on one platform. GenAI-Driven Personalization:AI/ML-based recommendations, career pathing, and skill gap analysis. Seamless Integrationslug-and-play with HRMS, LMS, SSO, analytics tools, and more. Flexible Licensinglatform subscriptions, tuition reimbursement, bulk licensing, and BYOC (Bring Your Own Content). Rapid Deployment:Implementation in less than 6 weeks. Reporting/ AnalyticsStarting Price: $1.50/month -
22
Learn Anywhere
ency Consulting
Learn Anywhere will accelerate your coaching business more effectively. Learn Anywhere makes school activities easier & faster for all users. Train your employees to be more skilled & productive by using Learn Anywhere. Convert your skills to online courses, sell them & earn money. The course description page includes a summary, requirements, Instructor details, reviews & purchase links. Favorite courses can be added to a wishlist for future purchases or sharing references. Design for creating and managing educational content. Easy to create a course and sell it online. Instructors can collaborate with students through live classes, forum mobile apps, messaging, etc. Instructors can send messages to all the students who have enrolled in their courses. Instructors can add more than one instructor in a single course. Course curriculum can be organized into sections & lessons. The instructors have the opportunity to update their profile information. -
23
Interview Kickstart
Interview Kickstart
Customizable tech interview prep courses designed by 500+ instructors and mentors. Get trained and mentored by tech leads, hiring managers, and recruiters from tech companies Sharpen your skills with technical and career coaching and 1:1 mentorship sessions with instructors. Live interview practice in real-life simulated environments with interviewers from tech companies. Constructive, structured, and actionable insights for improved interview performance. Company, level, and role-specific strategies based on real, proprietary data. Resume building, LinkedIn profile optimization, personal branding, and live behavioral workshops. Our program is designed, taught, and continuously refined by tech experts and top hiring managers. Upskill with the latest AI skills and nail your next tech interview. Guided interview prep to level up into companies. All courses developed and taught by experienced FAANG instructors.Starting Price: Free -
24
Bee Inclined
Bee Inclined
Bee Inclined's Swapboard is designed to free up time and eliminate the hassle for instructors, trainers and admin staff. Instead, clients manage their own class swaps online - leaving you with nothing to worry about. If you run any type of class swap system for your students, whether it's 'Catch-ups', 'Swap-ins' or 'Class Swaps', the Bee Inclined Swapboard can reduce your administration overhead and literally save you hours every month. Swapboard for Classes is designed for any instructor or teaching group that allows students the flexibility to swap classes. Classes can be setup and tailored to match your own teaching structure and students simply access and make class swaps as needed. The main benefit to you is that your students manage their own class swaps, leaving you free to manage your business.Starting Price: $16.25 per month -
25
Remark Test Grading
Gravic
Remark Test Grading Cloud allows busy instructors to quickly create and grade tests in the cloud so they can get more accomplished with less. With just a few clicks of the mouse, instructors can create an online test or a printable test answer sheet to be distributed to their students. Links to online tests are emailed directly to students for completion. Once the completed tests are submitted they are automatically graded using the answer key provided by the instructor. For printed tests, copies are printed for every student (personalized or generic). Completed tests are scanned, graded according to the answer key they provide, and meaningful reports are provided. Remark Test Grading Cloud offers the utmost in ease of use, flexibility, and cost savings. Test sheets can include open response areas for essays, short answer, or other handwritten answers. -
26
Gobii
Gobii
Gobii is a cloud-hosted platform that enables you to spin up fully managed browser-automation agents via API, allowing tasks like web-based research, form-filling, data extraction, and multi-step workflows to be automated at scale. These agents operate like “always-on employees” that can browse websites, even those without APIs, navigate dynamic content, handle JavaScript, and even rotate proxies automatically. Users can create agents, assign them prompts or tasks, and retrieve structured JSON outputs or live previews of the agent’s browser actions. Gobii supports synchronous and asynchronous task execution, secret handling for things like login credentials, schema-enforced output validation, and integrates with popular programming languages (Python, Node.js) for seamless implementation. The platform emphasises scalability (hundreds of tasks in parallel), enterprise-grade security (audit logs, proxies, task management), and a simple developer experience.Starting Price: $30 per month -
27
Mimir Classroom
Mimir
Mimir Classroom provides the tools for instructors to efficiently teach Computer Science courses of any scale without compromising quality of education for students. Assignments provide you with the ability to mix standard question types like multiple choice and short answer, with our automated coding and code review questions. All students and instructors have access to a 100% cloud-based IDE with a persistent workspace on Mimir Classroom. The Mimir IDE supports all major languages that we support for automated grading. Unfortunately plagiarism is a very serious problem in computer science courses. The configurable plagiarism detection system on Mimir Classroom acts as a strong deterrent for those tempted to cheat and catches those who do.Starting Price: $25 per user per month -
28
Enrollware
Enrollware
Enrollware is the #1 rated CPR class management software designed for training centers and independent instructors who need a seamless way to run their CPR and First Aid programs. The platform centralizes scheduling, registration, payments, instructor management, and certification distribution into one powerful, web-based system. It automatically updates class listings, closes full or past classes, and sends reminders to keep operations running smoothly. Students can easily self-enroll through customizable registration pages that match the instructor’s existing website. Enrollware also automates AHA eCard issuance, roster submissions, and product purchases, reducing administrative workload and ensuring compliance. With support for ACLS, BLS, PALS, Heartsaver, and more, Enrollware empowers training providers to scale their business efficiently and deliver exceptional learning experiences.Starting Price: $249.00/month -
29
ExtractAny
ExtractAny
ExtractAny is an AI-powered data extraction platform designed to automatically pull structured data from a variety of sources including websites, documents, and PDFs. It uses advanced algorithms and a visual schema editor to let users define exactly what data to extract without any coding required. Users simply input URLs or files, specify data fields with natural language prompts, and receive the extracted data in JSON format. The platform handles complex layouts, nested content, and dynamic sections, making it highly adaptable. ExtractAny supports real-time task execution and validation to ensure data accuracy. Flexible pricing plans range from free to premium tiers, accommodating individuals and enterprises alike. -
30
Classover
Classover
Choose any number of subjects, at your preferred schedule and pace, for your kids' afterschool program, academic improvement, and homeschool learning with our well designed and structured curriculum. All of our dedicated instructors are certified teachers in the United States. The commitment, enthusiasm, and talents of these educators help make sure every course on Classover is a success. You’ll find our instructors to be responsive, organized, well-spoken, and capable of meeting your students’ needs. These educators are passionate about the subjects they teach. With a low student-to-instructor ratio, our students benefit from an optimized learning environment. If you’re a paid user, you can always contact your course advisor. They’ll be more than happy to respond to any special requests you might have. Our staff is committed to your satisfaction and will try its best to solve the problems you’re facing.Starting Price: $199 a month -
31
OrasiLabs
Orasi Software
OrasiLabs efficiently delivers a superior, engaging, virtual hands-on learning experience. OrasiLabs empowers your business to deliver consistent, convenient, and cost-effective training experiences for both instructors and students. Our virtual training labs easily enable a more realistic environment that encourages engagement, increases knowledge retention, and ultimately enlightens students so they are truly prepared for real-world scenarios. Cloud-native, elastic environments with reusable templates. Instructor-led, on-demand, or virtual training support. Scalable platform accommodates organizations of any size. Configurable policies, communication, and delivery to meet business needs. Instructor-friendly Interface for course delivery. Student-friendly set-up and access to hands-on activities. Interaction and collaboration between instructors and students. “Over-the-shoulder” view for instructors to take control of student machines as necessary. -
32
Amarsia
Amarsia
Amarsia is an AI platform that lets teams build, deploy, and manage custom AI workflows and API integrations without needing specialist AI engineering skills, offering a visual workflow builder and prompt assistant to design, test, and automate AI-powered features such as data extraction, structured JSON output, conversational assistants, RAG (retrieval-augmented generation) systems, and more with minimal setup. It provides ready-to-use APIs for textual, image, audio, and video inputs and outputs, and supports multimodal content processing so users can send varied content types through deployed workflows programmatically; developers can interact with these workflows using a Standard API for full responses, a Streaming API for real-time outputs, and a Conversation API for context-aware chat experiences, with SDKs and documentation to accelerate integration into apps and services.Starting Price: $20 per month -
33
ClassByte CPR Course Management
ClassByte
Our automated workflow system assigns all courses a status. That way you know where every course stands and which ones need attention. At a glance, see if an instructor has been assigned and if they have accepted or declined the assignment. Customizable, automated system emails/SMS are sent out for student registrations, student class reminders, student certification expiration reminders, 7-day and 1-day instructor class reminders, instructor certification expiration reminders, and more. Finally, make sure everyone has access to the class data they need with our admin, instructor, training site/partner, corporate, and student portals. Our frontend student registration system includes multiple website integration options, including custom-hosted registration pages and embeddable HTML code snippets. Integrate your current Stripe or Authorize.net account to accept student credit card payments. Offer payment promo codes.Starting Price: $59 per month -
34
ScreenWatch
Applied Computer Systems
ScreenWatch™ offers a quick and easy way for administrators or teachers to gain control of any client's PCs on the network. Now instructors can immediately see any student's computer activity right on the instructor's monitor. Instantly, librarians can easily identify who is working on a class assignment, who is being distracted by non-related internet material, who might be playing a game or has an unapproved application open. ScreenWatch is a great tool for monitoring everyone's computer activity right from your desktop. ScreenWatch also helps you manage your classes web usage and access. It also is a true time saver by allowing instructors to remotely shutdown, reboot, or log-off the classes' PCs from the instructor's computer. ScreenWatch is perfect for computer instructors, administrators, technicians and managers who need to monitor and manage computer activity. View exactly what each and every student is seeing on their screen.Starting Price: $44 one-time payment -
35
Constructor Learn
Constructor Tech
Constructor Learn helps schools, universities, and corporate learning teams deliver courses, assess learners, and track progress in one LMS. Learners use a personal dashboard and structured programs to find courses and continue their work. Authors build lessons with text, images, video, formulas, and code, and reuse content and questions across courses. Instructors manage quizzes, assignments, rubrics, feedback, and grade approval. AI assistance supports course creation, course-grounded tutoring, and grading with instructor review where enabled. Learning dashboards and XLSX or CSV reports help teams review completion and results. Deployment and integrations depend on the agreed setup. Constructor Tech also works with reseller, implementation, referral, and technology partners. -
36
ManyPI
ManyPI
ManyPI is a modern web data extraction and API generation platform that turns any website into a type-safe, structured API with schema definition, extraction, transformation, and synchronization built into one system, enabling developers and data teams to reliably gather clean JSON data without building custom scrapers. Its AI-powered workflow lets users specify a site and the fields they need, automatically defines a schema with risk assessment, generates a production-ready API in seconds, and delivers structured data through a RESTful, developer-friendly interface with SDKs, type safety, and predictable JSON responses. ManyPI supports scalable extraction tasks, global infrastructure for performance and uptime, and integration into existing apps or pipelines via code or dashboard, and it also provides visual schema building and connectors for no-code platforms like Zapier and Make, so workflows can automate data collection, enrichment, and reporting without heavy engineering.Starting Price: $5 per month -
37
SecureNinja
SecureNinja
SecureNinja’s cybersecurity training platform delivers award‑winning, instructor‑led and hybrid bootcamps and courses for industry‑standard certifications, including CompTIA Security+, Network+, PenTest+, CASP+, ISC²’s CISSP, ISACA’s CISM, EC‑Council’s CEH and ECIH; and PMI’s PMP, in Washington, DC, Dulles, VA, San Diego, CA, live online and on‑site for government, DoD and corporate teams. Led by world‑renowned information assurance practitioners and award‑winning instructors who have shaped national security policy, the curriculum is mapped to the NICE Framework and DoD 8570.1‑M Directive, providing structured learning paths aligned to specific job roles. Students benefit from interactive virtual classroom sessions, real‑time instructor engagement, vendor‑approved performance‑based exam preparation at SecureNinja’s accredited testing center, and comprehensive class schedules that accommodate hybrid and on‑site delivery. -
38
DriveEZ
ency Consulting Inc
DriveEZ is a comprehensive and user-friendly driving school management software designed to streamline and automate the operations of driving schools. DriveEZ empowers driving schools to manage their operations with precision and ease. By combining scheduling, student management, financial tracking, and communication tools in one comprehensive package, DriveEZ simplifies the daily tasks of driving school management and allows instructors to focus on what they do best—teaching safe and confident driving skills. Whether you're a small independent driving instructor or a larger driving school with multiple instructors and locations, DriveEZ provides the tools you need to efficiently manage your scheduling, student records, Instructors, payments, and communication.Starting Price: $0 /user /month -
39
Kyron Learning
Kyron Learning
Rather than just listening to the instructor, the learner and instructor engage in a virtual dialog, just like a one-to-one tutoring session, but facilitated by AI. Kyron's AI detects and corrects any learner misconceptions on the spot as they happen, ensuring efficient learning. Using the instructors’ guardrails, Kyron’s AI guides the conversation with each learner. Kyron’s interactive AI formatively assesses comprehension and provides the learners’ data to instructors/institutions. Kyron’s AI guides the conversation with each learner, focusing on their specific understanding and misconceptions. When the learner takes the lesson and responds to one of the questions, Kyron's AI interprets that response, and plays another video segment that addresses that response. -
40
LiteLLM
LiteLLM
LiteLLM is a versatile platform designed to streamline interactions with over 100 Large Language Models (LLMs) through a unified interface. It offers both a Proxy Server (LLM Gateway) and a Python SDK, enabling developers to integrate various LLMs seamlessly into their applications. The Proxy Server facilitates centralized management, allowing for load balancing, cost tracking across projects, and consistent input/output formatting compatible with OpenAI standards. This setup supports multiple providers. It ensures robust observability by generating unique call IDs for each request, aiding in precise tracking and logging across systems. Developers can leverage pre-defined callbacks to log data using various tools. For enterprise users, LiteLLM offers advanced features like Single Sign-On (SSO), user management, and professional support through dedicated channels like Discord and Slack.Starting Price: Free -
41
Striveworks Chariot
Striveworks
Make AI a trusted part of your business. Build better, deploy faster, and audit easily with the flexibility of a cloud-native platform and the power to deploy anywhere. Easily import models and search cataloged models from across your organization. Save time by annotating data rapidly with model-in-the-loop hinting. Understand the full provenance of your data, models, workflows, and inferences. Deploy models where you need them, including for edge and IoT use cases. Getting valuable insights from your data is not just for data scientists. With Chariot’s low-code interface, meaningful collaboration can take place across teams. Train models rapidly using your organization's production data. Deploy models with one click and monitor models in production at scale. -
42
Course Hero
Course Hero
More effective teaching. More engaged students. Find teaching resources, discover innovative practices, and gain recognition for your work. Find course-specific teaching resources. Access documents including lecture slides, assessments, syllabi, and more—contributed by the Course Hero community. Connect with instructors teaching similar courses. Join a nationwide, professional network of verified college instructors. Discover new pedagogical tactics and insights from our community of college instructors. -
43
Boukii
Boukii Sàrl
Boukii is cloud-based booking and management software for sports schools, including ski, snowboard and other lesson providers. It helps staff create group and private lessons, set schedules, assign instructors, organize participants by level, maintain customer records, and manage reservations, changes and cancellations. Schools can publish a booking page or embed bookings on their own website. A connected teacher app gives instructors access to schedules, student profiles, progress assessments and school messages. The platform also supports payment handling, invoices, refunds, vouchers, QR codes, email and in-app communication, instructor pay rules, statistics and data exports. It is designed for sports-school operators and instructors coordinating lessons and activities across winter and summer sports. -
44
Dojoto
Dojoto
Dojoto is a web app for martial arts instructors to track class attendance and membership fees. It replaces paper attendance notebooks and spreadsheets. Clubs can set a monthly fee, invite instructors by email, and organize student groups and weekly training days. Existing student records can be imported from a spreadsheet or a photo of a paper list, with names, email addresses, phone numbers, and groups read automatically. At each training session, instructors mark who attended; they can also record cash payments with a tap. Dojoto supports club-wide, group, and per-student fees, as well as skipped months. Instructors share the same live list on their phones, while students and parents do not need accounts. Data is stored in the EU.Starting Price: €5/month -
45
TeacherZone
TeacherZone
At TeacherZone we power learning. If you run a lesson, tutoring or teaching business with multiple instructors you will love the whole system approach of an integrated business management and student engagement portal. What sets TeacherZone apart from other scheduling and billing systems is their integrated student video learning platform. Build your own courses and lessons, assign practice and more. Students can engage and learn with your instructors the other six days per week they aren't at your School or Studio.Starting Price: $39.00/month -
46
Metabind
Metabind
Metabind is the native MCP App Platform that lets teams ship an MCP app in minutes by writing BindJS components once and rendering them as native SwiftUI, Jetpack Compose, and React on Claude, ChatGPT, and every MCP host. It gives AI agents a native app surface instead of plain text responses, combining interactive tools, data tools, component packages, schema validation, sandboxed execution, package resolution, and production-ready rendering in one platform. Developers define components once, while content and product teams can manage both content and UI from a single platform, publish changes instantly, and avoid app store deploys for layout or screen updates. Metabind’s native mobile CMS approach extends beyond traditional headless CMS by controlling not only text and images, but also layout definitions, screen composition, and server-driven UI that renders with genuine platform views. -
47
FoundHint
FoundHint
FoundHint is a WordPress plugin for managing local business information and local SEO workflows from the WordPress dashboard. It stores business and location details, categories, services, service areas, opening hours and related contact information, then uses those records to generate LocalBusiness structured data. Its audit checks business and location data, opening hours, schema, site signals and Google Business Profile consistency, presenting issues by severity and a setup health score. Users can connect a Google Business Profile to import, compare, refresh and publish supported listing details, and view and reply to reviews for each location. Multiple locations can be managed from one WordPress site. FoundHint is designed for local businesses, service-area operators, retail and professional-service businesses, multi-location organizations, and agencies or SEO professionals managing client websites.Starting Price: $99/year -
48
Constructor Assess
Constructor Tech
Constructor Assess helps education, certification, and corporate training teams create, deliver, and review digital assessments. Instructors can manage reusable question banks, configure quizzes and assignments, control feedback, and review results. AI-assisted question generation drafts questions from supplied material for instructors to check and edit. Rubrics support consistent grading, while AI grading suggestions remain subject to instructor review and confirmation. Assess works with Constructor Learn for connected course and assessment workflows and with Constructor Proctor when exam supervision is required. Deployment, integration, and AI availability depend on the agreed setup. Constructor Tech supports reseller, implementation, referral, and technology partnerships. -
49
Velite
Velite
Velite is a tool for building a type-safe data layer, transforming content files such as Markdown, MDX, YAML, JSON, or others into an application's data layer using Zod schemas. It offers out-of-the-box functionality, enabling developers to move content into a designated folder, define collection schemas, run Velite, and utilize the output data within their applications. By providing content field validation based on Zod schemas and auto-generating TypeScript types, Velite ensures type safety across the application. Its lightweight and efficient design leads to faster startup times and improved performance. Additionally, Velite includes built-in asset processing features, such as relative path resolving and image optimization, to streamline content management. Lightweight, high efficiency, still powerful, faster startup, and better performance. Built-in assets processing, such as relative path resolving, image optimization, etc. -
50
Discuro
Discuro
Discuro is the all-in-one platform for developers looking to easily build, test & consume complex AI workflows. Define your workflow in our easy-to-use UI, and when you're ready to execute, simply make one API call to us, with your inputs, any meta-data, and we'll do the rest. Use an Orchestrator to feed generated data back into GPT-3. Reliably integrate with OpenAI and extract the data you need with ease. Create & consume your own flows in minutes. We've built everything you need to integrate with OpenAI, at scale, so you can focus on the product. The first challenge in integrating with OpenAI is extracting the data you need, we'll handle this for you by collecting input/output definitions. Easily chain completions together to build large data sets. Use our iterative input feature to feed GPT-3 output back in, and have us make consecutive calls to expand your data set, and much more. Easily build & test complex self-transforming AI workflows & datasets.Starting Price: $34 per month
