Alternatives to Marvin

Compare Marvin alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Marvin in 2026. Compare features, ratings, user reviews, pricing, and more from Marvin competitors and alternatives in order to make an informed decision for your business.

  • 1
    Google AI Studio
    Google AI Studio is a unified development platform that helps teams explore, build, and deploy applications using Google’s most advanced AI models, including Gemini 3.5. It brings text, image, audio, and video models together in one interactive playground. With vibe coding, developers can use natural language to quickly turn ideas into working AI applications. The platform reduces friction by generating functional apps that are ready for deployment with minimal setup. Built-in integrations like Google Search enhance real-world use cases. Google AI Studio also centralizes API key management, usage monitoring, and billing. It offers a fast, intuitive path from prompt to production powered by vibe coding workflows.
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  • 2
    Retool

    Retool

    Retool

    Retool is the AI-native enterprise app development platform where teams build and ship production-ready apps — at AI speed, with enterprise governance built in. Describe what you need and get a working app, import React-based apps from Lovable, Replit, or Claude Code, or connect your AI agent via MCP. However your team builds, every app lands in Retool with RBAC, SSO, audit logging, and your existing permissions already in place. Retool connects to databases, APIs, LLMs, and external tools out of the box. Teams can build AI agents, dashboards, workflows, and full-stack apps — with a visual editor for speed and direct code access for precision. Trusted by over 10,000 organizations including Amazon, Stripe, DoorDash, and OpenAI to get AI-built apps safely to production.
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  • 3
    LM-Kit.NET
    LM-Kit.NET is a complete local AI runtime for .NET that lets engineering teams ship AI-powered features without cloud dependencies, per-token costs, or data leaving the network. Most .NET AI integrations stop at inference. LM-Kit.NET covers the full range of capabilities production applications actually need: agentic workflows with tool calling, planning, and memory; document intelligence with OCR and structured extraction; retrieval-augmented generation with built-in vector storage; multilingual speech-to-text; vision and multimodal understanding; text analysis with classification, NER, PII extraction, and sentiment; and text generation with translation, summarization, and constrained output. Ships in one NuGet package, runs in-process with no sidecar services, and works across all major hardware acceleration backends. Drop-in replacement for Semantic Kernel through its Microsoft.Extensions.AI compatibility layer.
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  • 4
    Runpod

    Runpod

    Runpod

    Runpod offers a cloud-based platform designed for running AI workloads, focusing on providing scalable, on-demand GPU resources to accelerate machine learning (ML) model training and inference. With its diverse selection of powerful GPUs like the NVIDIA A100, RTX 3090, and H100, Runpod supports a wide range of AI applications, from deep learning to data processing. The platform is designed to minimize startup time, providing near-instant access to GPU pods, and ensures scalability with autoscaling capabilities for real-time AI model deployment. Runpod also offers serverless functionality, job queuing, and real-time analytics, making it an ideal solution for businesses needing flexible, cost-effective GPU resources without the hassle of managing infrastructure.
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  • 5
    Chemaxon Marvin Pro
    Draw and publish chemical structures seamlessly with our web-based chemistry editor. Marvin Pro is a drawing tool that combines our chemically intelligent technology with a clean user interface. Chemists, researchers, and students can convert their thoughts into high-quality visual representations in no time. Marvin Pro handles a large number of objects, chemical structures, arrows, or texts, on a single canvas, and aligns them with precision. Chemical editors shouldn’t be complicated. With our intuitive solution, you can transform your chemical structure ideas into clear visuals. The quality of your chemical drawing should match the effort you put into your research. Marvin Pro allows you to create high-quality visuals that you can then present to your workplace. Let the Marvin Pro canvas become an extension of your mind. Add predefined templates or labels, color your structures, and insert images from external sources. You can even display the structure’s formula.
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    Marvin

    Marvin

    Marvin

    Marvin is an AI-powered qualitative data analysis platform and research repository designed to streamline user research processes for teams in UX design, product development, and consulting. It automates tasks such as note-taking, transcription, and tagging during user interviews, allowing researchers to focus on uncovering valuable insights. Marvin's advanced AI capabilities facilitate rapid analysis of qualitative data, helping identify patterns and trends that inform better product and service development. The platform also offers features like centralized storage of research materials, collaborative tools, and seamless integration with popular productivity applications, enhancing team efficiency and knowledge sharing. By simplifying the research workflow, Marvin enables organizations to become more user-centric and innovative.
    Starting Price: $50/user/month
  • 7
    EDC Made Easy

    EDC Made Easy

    AB Cube Germany GmbH

    AB-Cube Germany GmbH, (formerly XClinical), is a leading European provider of eClinical technologies and the developer of the Marvin EDC platform. Marvin offers an integrated suite of clinical modules, including EDC, IWRS/RTSM, Medical Coding, ePRO, and advanced reporting tools, designed to support complex and oncology-focused clinical trials. With more than two decades of experience and a strong commitment to data quality, compliance, and innovation, AB-Cube Germany empowers sponsors, CROs, academic and research institutions worldwide to conduct efficient, high-integrity clinical studies.
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    Marvin XR

    Marvin XR

    Marvin XR

    One click AR for ecommerce. Marvin XR is a leader in 3D product visualization and WebAR, dedicated to seamlessly bridging the gap between physical and digital customer experiences. Empowering businesses with cutting-edge 3D technologies to drive growth with tangible results. Create, deploy and track 3D and AR product experiences in one place. Generate immersive AR experiences under 30 seconds. No apps, no code. The innovative AR experience works in any mobile (iOS/Android) browser with the following features: - View the product quality in 360 degrees - Bring products to life with 3D and AR - Ensure product fits space with dimension - Track KPIs for better marketing opportunities. Marvin's AR experience is compatible with all standard websites, wordpress, wix, all major ecommerce marketplaces, CMS and almost any digital channel. Adopting 3D and AR experience with enterprise scale will never be so easy.
    Starting Price: $9.99/month
  • 9
    Maya

    Maya

    Maya

    We're building autonomous systems that write and deploy custom software to perform complex tasks, from just English instruction. Maya translates steps written in English into visual programs that you can edit & extend without writing code. Describe the business logic for your application in English to generate a visual program. Dependencies auto-detected, installed, and deployed in seconds. Use our drag-and-drop editor to extend functionality to 100s of nodes. Build useful tools quickly, to automate all your work. Stitch multiple data sources by just describing how they work together. Pipe data into tables, charts, and graphs generated from natural language descriptions. Build, edit, and deploy dynamic forms to help a human enter & modify data. Copy and paste your natural language program into a note-taking app, or share it with a friend. Write, modify, debug, deploy & use apps programmed in English. Describe the steps you want Maya to generate code for.
  • 10
    TestNG

    TestNG

    TestNG

    TestNG is a testing framework inspired from JUnit and NUnit but introducing some new functionalities that make it more powerful and easier to use, such as annotations, or the possibility to run your tests in arbitrarily big thread pools with various policies available (all methods in their own thread, one thread per test class, etc.). You can test that your code is multithread safe, there is flexible test configuration, support for data-driven testing (with @DataProvider), support for parameters, powerful execution model (no more TestSuite). There is a supported by a variety of tools and plug-ins (Eclipse, IDEA, Maven, etc.), it also embeds BeanShell for further flexibility, and there is default JDK functions for runtime and logging (no dependencies), and dependent methods for application server testing. TestNG is designed to cover all categories of tests, unit, functional, end-to-end, integration, etc.
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    LEAP

    LEAP

    Liquid AI

    The LEAP Edge AI Platform offers a full-stack on-device AI toolchain that enables developers to build edge AI applications, from model selection through inference, entirely on device. It includes a best-model search engine to find the most appropriate model for a given task and device constraint, a curated library of pre-trained model bundles ready for download, and fine-tuning tools (such as GPU-optimized scripts) for customizing models like LFM2 to specific use cases. It supports vision-enabled capabilities across iOS, Android, and laptop devices, and includes function-calling so AI models can interact with external systems via structured outputs. For deployment, LEAP provides an Edge SDK that lets developers load and query models locally, just like a cloud API, but entirely offline, and a model bundling service to package any supported model or checkpoint into a bundle optimized for edge deployment.
    Starting Price: Free
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    ezML

    ezML

    ezML

    On our platform, you can quickly configure a pipeline, made up of layers (models providing computer vision functionality) that pass the output of one to the next, to create your desired functionality by layering our prebuilt functionality to match your desired behavior. If you have a niche case that our versatile prebuilts don’t encompass, either reach out to us and we will add it for you, or use our custom model creation to create it and add it to the pipeline yourself. Then easily integrate into your app with the ezML libraries implemented in a variety of frameworks/languages that support the most basic cases as well as realtime streaming with TCP, WebRTC, and RTMP. Deployments auto-scale to meet your product's demand, ensuring uninterrupted functionality no matter how big your user base grows.
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    Stagehand

    Stagehand

    Stagehand

    Stagehand is an AI-driven web browsing framework that enhances Playwright's capabilities, enabling developers to automate browsers using natural language instructions. Built by Browserbase, it introduces three intuitive APIs, act, extract, and observe, on top of Playwright's base page class, facilitating web automation through straightforward commands. For instance, developers can navigate to a webpage, identify elements like search bars, extract specific data such as product prices, and perform actions like adding items to a cart, all through natural language directives. This approach simplifies the creation of durable, self-healing, and repeatable web automation workflows, reducing the complexity and fragility often associated with traditional methods. Stagehand is fully compatible with existing Playwright code, allowing for seamless integration into current projects. By leveraging AI, it offers a more intuitive and efficient way to handle browser automation tasks.
    Starting Price: Free
  • 14
    Unify AI

    Unify AI

    Unify AI

    Explore the power of choosing the right LLM for your needs and how to optimize for quality, speed, and cost-efficiency. Access all LLMs across all providers with a single API key and a standard API. Setup your own cost, latency, and output speed constraints. Define a custom quality metric. Personalize your router for your requirements. Systematically send your queries to the fastest provider, based on the very latest benchmark data for your region of the world, refreshed every 10 minutes. Get started with Unify with our dedicated walkthrough. Discover the features you already have access to and our upcoming roadmap. Just create a Unify account to access all models from all supported providers with a single API key. Our router balances output quality, speed, and cost based on user-specific preferences. The quality is predicted ahead of time using a neural scoring function, which predicts how good each model would be at responding to a given prompt.
    Starting Price: $1 per credit
  • 15
    Cameralyze

    Cameralyze

    Cameralyze

    Empower your product with AI. Our platform offers a vast selection of pre-built models and a user-friendly no-code interface for custom models. Integrate AI seamlessly into your application and gain a competitive edge. Sentiment analysis, also known as opinion mining, is the process of extracting subjective information from text data, such as reviews, social media posts, or customer feedback, and categorizing it as positive, negative, or neutral. This technology has gained increasing importance in recent years, as more and more companies are using it to understand their customers' opinions and needs, and to make data-driven decisions that can improve their products, services, and marketing strategies. Sentiment analysis is a powerful technology that helps companies understand customer feedback and make data-driven decisions to improve their products, services, and marketing strategies.
    Starting Price: $29 per month
  • 16
    PartyRock
    PartyRock is a space where you can build AI-generated apps in a playground powered by Amazon Bedrock. It’s a fast and fun way to learn about generative AI. PartyRock, launched by Amazon Web Services (AWS) in November 2023, is a user-friendly platform that enables users to create generative AI-powered applications without any coding experience. By simply describing the desired app, users can build a variety of applications, from simple text generators to sophisticated productivity tools that combine multiple AI capabilities. Since its inception, over half a million apps have been built by users worldwide. artyRock operates as a playground powered by Amazon Bedrock, AWS's fully managed service that provides access to foundational AI models. The platform offers a web-based interface, eliminating the need for an AWS account, and allows users to sign in with their existing social credentials. Users can explore hundreds of thousands of published apps, categorized by functionality.
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    FastbuildAI

    FastbuildAI

    FastbuildAI

    FastbuildAI is an open source, self-hosted framework designed to empower AI developers and entrepreneurs to rapidly build and deploy full-stack AI applications with a commercial-ready setup. The platform provides a visual “DIY” interface that requires minimal coding, bundled tools for managing user authentication, subscription billing, usage metering, and payment integration, and a plugin engine that lets users extend functionality (e.g., chatbots, agent workflows, custom APIs, multi-modal features). It supports rapid deployment via Docker and offers flexible infrastructure (on-premises or cloud), allowing full control of branding, data, and monetization. With FastbuildAI, you can turn an AI concept into a live SaaS product in minutes, complete with GUI, plugin architecture, monetization tiering, and self-hosted operations. The framework is geared to support both technical users who want to customize flows and non-technical users who want to launch an AI-led business.
    Starting Price: Free
  • 18
    LangSmith

    LangSmith

    LangChain

    Unexpected results happen all the time. With full visibility into the entire chain sequence of calls, you can spot the source of errors and surprises in real time with surgical precision. Software engineering relies on unit testing to build performant, production-ready applications. LangSmith provides that same functionality for LLM applications. Spin up test datasets, run your applications over them, and inspect results without having to leave LangSmith. LangSmith enables mission-critical observability with only a few lines of code. LangSmith is designed to help developers harness the power–and wrangle the complexity–of LLMs. We’re not only building tools. We’re establishing best practices you can rely on. Build and deploy LLM applications with confidence. Application-level usage stats. Feedback collection. Filter traces, cost and performance measurement. Dataset curation, compare chain performance, AI-assisted evaluation, and embrace best practices.
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    Llama Guard
    Llama Guard is an open-source safeguard model developed by Meta AI to enhance the safety of large language models in human-AI conversations. It functions as an input-output filter, classifying both prompts and responses into safety risk categories, including toxicity, hate speech, and hallucinations. Trained on a curated dataset, Llama Guard achieves performance on par with or exceeding existing moderation tools like OpenAI's Moderation API and ToxicChat. Its instruction-tuned architecture allows for customization, enabling developers to adapt its taxonomy and output formats to specific use cases. Llama Guard is part of Meta's broader "Purple Llama" initiative, which combines offensive and defensive security strategies to responsibly deploy generative AI models. The model weights are publicly available, encouraging further research and adaptation to meet evolving AI safety needs.
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    Toolhouse

    Toolhouse

    Toolhouse

    Toolhouse is the first cloud platform that allows developers to quickly build, manage, and run AI function calling. It takes care of every aspect of connecting AI to the real world, from performance optimization to prompting to integrations with all foundational models, in just three lines of code. Toolhouse provides a 1-click platform to deploy efficient actions and knowledge for AI apps with a low-latency cloud. It offers high-quality, low-latency tools hosted on reliable and scalable infrastructure, with caching and optimization of tool responses.
    Starting Price: Free
  • 21
    Constellation

    Constellation

    ShiftinBits Inc

    Graph-backed code intelligence for your AI assistant. Constellation turns your codebase into a queryable knowledge graph, giving AI assistants the structural understanding they need to reason about real software — not just the plain text. Why Constellation? Text search tells you where a string appears, *everywhere* that string appears. Constellation tells you the exact location of the symbol in question, what it means, what calls it, and what breaks if you change it. Before your assistant edits a function, it can ask: - Where is this defined, and where is it used across the codebase? - What's the blast radius of this change? - Which modules have circular dependencies or dead code? - How does data flow through the call graph? Answers come from a semantic graph, not a grep loop. One Tool, Countless Capabilities A single `code_intel` tool exposes a rich JavaScript API as a "Code Mode" tool, allowing AI agents to craft complex composite queries.
    Starting Price: $29.99/month
  • 22
    Forefront

    Forefront

    Forefront.ai

    Powerful language models a click away. Join over 8,000 developers building the next wave of world-changing applications. Fine-tune and deploy GPT-J, GPT-NeoX, Codegen, and FLAN-T5. Multiple models, each with different capabilities and price points. GPT-J is the fastest model, while GPT-NeoX is the most powerful—and more are on the way. Use these models for classification, entity extraction, code generation, chatbots, content generation, summarization, paraphrasing, sentiment analysis, and much more. These models have been pre-trained on a vast amount of text from the open internet. Fine-tuning improves upon this for specific tasks by training on many more examples than can fit in a prompt, letting you achieve better results on a wide number of tasks.
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    Pangea

    Pangea

    Pangea

    Pangea is the first Security Platform as a Service (SPaaS) delivering comprehensive security functionality which app developers can leverage with a simple call to Pangea’s APIs. The platform offers foundational security services such as Authentication, Authorization, Audit Logging, Secrets Management, Entitlement and Licensing. Other security functions include PII Redaction, Embargo, as well as File, IP, URL and Domain intelligence. Just as you would use AWS for compute, Twilio for communications, or Stripe for payments - Pangea provides security functions directly into your apps. Pangea unifies security for developers, delivering a single platform where API-first security services are streamlined and easy for any developer to deliver secure user experiences.
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    Imagica

    Imagica

    Imagica

    From idea to the product at the speed of thought. Create thinking apps with real-world impact. Build functional apps without writing a single line of code. Add sources of truth for accurate results with URLs or drag and drop. Use any input or output, including text, images, video and 3D models. Create ready-to-use interfaces that can be published immediately. Build apps that act in the real world with 4 million functions. Turn your app into a business with one click to generate immediate revenue. Submit your app to Natural OS and start serving millions of user requests. Turn your app into a beautiful morphing interface that finds users instead of the other way around. Imagica is the new operating system for the AI age that enables computers to be an extension of our minds so that we can all create at the speed of thought. With Imagica, our thoughts generate new AIs to supercharge our thinking and co-create with computers in previously unimaginable ways.
  • 25
    Convo

    Convo

    Convo

    Kanvo provides a drop‑in JavaScript SDK that adds built‑in memory, observability, and resiliency to LangGraph‑based AI agents with zero infrastructure overhead. Without requiring databases or migrations, it lets you plug in a few lines of code to enable persistent memory (storing facts, preferences, and goals), threaded conversations for multi‑user interactions, and real‑time agent observability that logs every message, tool call, and LLM output. Its time‑travel debugging features let you checkpoint, rewind, and restore any agent run state instantly, making workflows reproducible and errors easy to trace. Designed for speed and simplicity, Convo’s lightweight interface and MIT‑licensed SDK deliver production‑ready, debuggable agents out of the box while keeping full control of your data.
    Starting Price: $29 per month
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    Yandex Cloud Functions
    Run code as a function in a secure, fault-tolerant, and automatically scalable environment without creating or maintaining VMs. As the number of function calls increases, the service automatically creates additional instances of your function. All functions run in parallel. The runtime environment is hosted in three availability zones, ensuring availability even if one zone fails. Configure and prepare instances of functions always ready to process loads. This mode allows you to avoid cold starts and quickly process loads of any size. Give functions access to your VPC to accelerate interactions with private resources, database clusters, virtual machines, Kubernetes nodes, etc. Serverless Functions tracks and logs information about function calls and analyzes execution flow and performance. You can also describe logging mechanisms in your function code. Launch cloud functions in synchronized mode and delayed execution mode.
    Starting Price: $0.012240 per GB
  • 27
    Superpowered AI

    Superpowered AI

    Superpowered AI

    Superpowered AI is an end-to-end knowledge retrieval solution purpose-built for LLM applications. We turn complex infrastructure into a few API calls. Give your LLMs access to private information that wasn’t in its training data, like internal company documents. Store old messages in a Knowledge Base and retrieve the most relevant ones each time the user sends a new message. Reduce hallucinations by putting relevant factual information directly in your prompts and instructing the LLM to only use the information it’s been given. Using a knowledge retrieval solution like Superpowered AI lets you retrieve the right information and insert it into your LLM prompts, enabling you to deliver highly relevant responses to your users. Create a knowledge base directly from local files and folders, or from a URL, and query via REST API, all in less than 10 lines of code. State-of-the-art multi-stage knowledge retrieval pipeline to give you the most relevant results.
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    Relativity6

    Relativity6

    Relativity6

    Use Relativity6 to Understand and Predict Customer Behavior. Identify and Keep your best customers. Cross-sell and Up-sell at the right time. Reduce monthly churn by .5 - 1%. Relativity6's Knowledge Graph is a massive data store used to contextualize customer behavior, outside of your internal data. The Knowledge Graph is built on a graph database with over 1.5TB of contextual data points, that help overcome challenges like data sparsity and uneven data sampling. Relativity6’s high performance, flexible infrastructure lets your team run experiments and learn fast without the heavy up-front investment. ‍ Trends and insights are surfaced quickly and our algorithms run on GPUs that rip through large datasets. Too many companies selling AI and Machine Learning try to hide everything behind the word "proprietary". But no one understands your business better than you. ‍ So we built Marvin as an open platform, designed to make it easy to collaborate with your data science team.
  • 29
    Superinterface

    Superinterface

    Superinterface

    Superinterface is an open source platform that enables seamless integration of AI-driven user interfaces into your products. It offers adaptable, headless UI options, allowing you to add in-app AI assistants with interactive components, API function calls, and voice chat capabilities. The platform supports various AI models, including those from OpenAI, Anthropic, and Mistral, providing flexibility in AI integration. Superinterface simplifies the process of embedding AI assistants into your website or application through methods like script tags, React components, or dedicated webpages, ensuring quick setup and compatibility with your existing technology stack. Customization features allow you to tailor the assistant's appearance to match your brand, including avatar selection, accent colors, and themes. Additionally, it supports functionalities such as file search, vector stores, and knowledge bases, enhancing the assistant's ability to provide relevant information.
    Starting Price: $249 per month
  • 30
    LLMGraph

    LLMGraph

    Katabarwa Labs Inc.

    LLMGraph is a low-to-no-code visual builder for LLM and AI workflows. Design pipelines as a graph — chaining LLM calls, document search (RAG), tools, and logic — on a drag-and-drop canvas, or describe what you want in chat and let LLMGraph build it. Turn documents and models into RAG chatbots, support bots, and autonomous AI agents, then deploy each workflow to a REST API endpoint and an embeddable chat widget in one click. No infrastructure to manage. Hobby, Pro, and Enterprise tiers with a 14-day free trial.
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    Discuro

    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
  • 32
    Toolkit

    Toolkit

    Toolkit AI

    Use the Pubmed API to get a list of scholarly articles on a given topic. Download a YouTube video from a URL to a given file on your filesystem (relative to the current path), logging progress, and return the file's path. Use the Alpha Vantage API to return the latest stock information based on the provided ticker. Suggest code improvements for one or more code files that are passed in. Returns the path of the current directory, and a tree structure of the descendant files. Retrieves the contents of a given file on the filesystem.
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    NexaSDK

    NexaSDK

    NexaSDK

    Nexa SDK is a unified developer toolkit that lets you run and ship any AI model locally on virtually any device with support for NPUs, GPUs, and CPUs, offering seamless deployment without needing cloud connectivity; it provides a fast command-line interface, Python bindings, mobile (Android and iOS) SDKs, and Linux support so you can integrate AI into apps, IoT devices, automotive systems, and desktops with minimal setup and one line of code to run models, while also exposing an OpenAI-compatible REST API and function calling for easy integration with existing clients. Powered by the company’s custom NexaML inference engine built from the kernel up for optimal performance on every hardware stack, the SDK supports multiple model formats including GGUF, MLX, and Nexa’s proprietary format, delivers full multimodal support for text, image, and audio tasks (including embeddings, reranking, speech recognition, and text-to-speech), and prioritizes Day-0 support for the latest architectures.
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    Graphlit

    Graphlit

    Graphlit

    Whether you're building an AI copilot, or chatbot, or enhancing your existing application with LLMs, Graphlit makes it simple. Built on a serverless, cloud-native platform, Graphlit automates complex data workflows, including data ingestion, knowledge extraction, LLM conversations, semantic search, alerting, and webhook integrations. Using Graphlit's workflow-as-code approach, you can programmatically define each step in the content workflow. From data ingestion through metadata indexing and data preparation; from data sanitization through entity extraction and data enrichment. And finally through integration with your applications with event-based webhooks and API integrations.
    Starting Price: $49 per month
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    Google AI Edge
    ​Google AI Edge offers a comprehensive suite of tools and frameworks designed to facilitate the deployment of artificial intelligence across mobile, web, and embedded applications. By enabling on-device processing, it reduces latency, allows offline functionality, and ensures data remains local and private. It supports cross-platform compatibility, allowing the same model to run seamlessly across embedded systems. It is also multi-framework compatible, working with models from JAX, Keras, PyTorch, and TensorFlow. Key components include low-code APIs for common AI tasks through MediaPipe, enabling quick integration of generative AI, vision, text, and audio functionalities. Visualize the transformation of your model through conversion and quantification. Overlays the results of the comparisons to debug the hotspots. Explore, debug, and compare your models visually. Overlays comparisons and numerical performance data to identify problematic hotspots.
    Starting Price: Free
  • 36
    Griptape

    Griptape

    Foundry

    Build, deploy, and scale end-to-end AI applications in the cloud. Griptape gives developers everything they need to build, deploy, and scale retrieval-driven AI-powered applications, from the development framework to the execution runtime. 🎢 Griptape is a modular Python framework for building AI-powered applications that securely connect to your enterprise data and APIs. It offers developers the ability to maintain control and flexibility at every step. ☁️ Griptape Cloud is a one-stop shop to hosting your AI structures, whether they are built with Griptape, another framework, or call directly to the LLMs themselves. Simply point to your GitHub repository to get started. 🔥 Run your hosted code by hitting a basic API layer from wherever you need, offloading the expensive tasks of AI development to the cloud. 📈 Automatically scale workloads to fit your needs.
    Starting Price: Free
  • 37
    DeepRails

    DeepRails

    DeepRails

    DeepRails is an AI reliability platform that provides research-driven guardrails designed to continuously evaluate, monitor, and correct outputs from large language models to help teams build trustworthy production-grade AI applications; it offers multiple core services, including the Defend API to safeguard applications in real time with automated guardrails and correction workflows, and the Monitor API to observe AI performance, detect regressions, track quality metrics like correctness, completeness, instruction and context adherence, ground-truth alignment, and comprehensive safety, and alert teams before issues reach users. DeepRails’ unified console lets users visualize evaluation data, manage workflows, and configure guardrail metrics efficiently, while its proprietary evaluation engine uses a multimodel partitioned approach to score AI outputs against research-backed metrics that measure aspects.
    Starting Price: $49 per month
  • 38
    ISPSoft

    ISPSoft

    Delta

    ISPSoft is the latest program development tool for Delta's programmable logic controllers (PLC) that complies with the IEC 61131-3 standard to integrate multiple tasks for project management. Customers can use standard PLCopen® function blocks, as well as Delta's self-developed function blocks to easily achieve different control requirements. ISPSoft offers users an efficient and convenient development environment and is suitable for both small and complex control systems. Symbols can be introduced in call-by-value or call-by-reference types. It can be stored and managed separately. Multiple monitor tables can be stored in a single project. Users can design frequently used instructions for specific applications in different industries. Supports cyclic, I/O interrupt, timer interrupt, external interrupt, and more. The software will provide usable tasks for different CPUs. Provides high-speed data log ability and the interval could be 1 CPU scan.
    Starting Price: Free
  • 39
    UBOS

    UBOS

    UBOS

    Everything you need to transform your ideas into AI apps in minutes. Anyone can create next-generation AI-powered apps in 10 minutes, from professional developers to business users, using our no-code/low-code platform. Seamlessly integrate APIs like ChatGPT, Dalle-2, and Codex from Open AI, and even use custom ML models. Build custom admin client and CRUD functionalities to effectively manage sales, inventory, contracts, and more. Create dynamic dashboards that transform data into actionable insights and fuel innovation for your business. Easily create a chatbot to improve customer support and create a true omnichannel experience with multiple integrations. An all-in-one cloud platform combines low-code/no-code tools with edge technologies to make your web application scalable, secure, and easy to manage. Transform your software development process with our no-code/low-code platform, perfect for both business users and professional developers alike.
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    Appaca

    Appaca

    Appaca

    Appaca is a no-code platform that enables users to build and deploy AI-powered applications swiftly and efficiently. It offers a comprehensive suite of features, including a customizable interface editor, action workflows, an AI studio for model creation, and a built-in database for data management. The platform supports integration with leading AI models such as OpenAI's GPT, Google's Gemini, Anthropic's Claude, and OpenAI's DALL·E 3, allowing for diverse functionalities like text and image generation. Appaca also provides user management and monetization tools, including Stripe integration for subscription services and AI credit billing. This makes it suitable for businesses, agencies, influencers, and startups aiming to create white-label AI solutions, web applications, internal tools, chatbots, and more, without the need for coding expertise.
    Starting Price: $20 per month
  • 41
    Lazy AI

    Lazy AI

    Lazy AI

    Lazy AI is a game-changing platform that offers no-code application creation with low skill level requirement and provides users with a great library of pre-configured workflows for common developer tasks. It allows users to jumpstart their application development journey without writing code from scratch but adding functionality with the natural language instead. Lazy AI works not only with frontend, but also with backend apps and deploys them automatically. Lazy AI makes application creation more accessible than ever before. With our customizable app templates you can easily build AI tools, Bots, Dev Tools, Finance and Marketing applications. Users are also allowed to browse by technology: Laravel, Twilio, X (Twitter), YouTube, Selenium, Webflow, Stripe, etc.
    Starting Price: $19.99 per month
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    Blockly

    Blockly

    Google

    The Blockly library adds an editor to your app that represents coding concepts as interlocking blocks. It outputs syntactically correct code in the programming language of your choice. Custom blocks may be created to connect to your own application. Blockly in a browser allows web pages to include a visual code editor for any of Blockly's five supported programming languages, or your own. In Blockly Games, pictured here, users can solve a maze using Blockly's editor on the right. Blockly plugins are self-contained pieces of code that add functionality to Blockly. Plugins can add fields, define themes, create renderers, and much more. Blockly codelabs provide step-by-step instructions on how to use and customize Blockly. Sample projects that show how to use many of Blockly's features.
    Starting Price: Free
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    SuperDuperDB

    SuperDuperDB

    SuperDuperDB

    Build and manage AI applications easily without needing to move your data to complex pipelines and specialized vector databases. Integrate AI and vector search directly with your database including real-time inference and model training. A single scalable deployment of all your AI models and APIs which is automatically kept up-to-date as new data is processed immediately. No need to introduce an additional database and duplicate your data to use vector search and build on top of it. SuperDuperDB enables vector search in your existing database. Integrate and combine models from Sklearn, PyTorch, and HuggingFace with AI APIs such as OpenAI to build even the most complex AI applications and workflows. Deploy all your AI models to automatically compute outputs (inference) in your datastore in a single environment with simple Python commands.
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    Anon

    Anon

    Anon

    Anon offers two powerful ways to integrate your applications with services that lack APIs, enabling you to build innovative solutions and automate workflows like never before. The API packages pre-built automation on popular services that don’t offer APIs and are the simplest way to use Anon. The toolkit to build user-permissions integrations for sites without APIs. Using Anon, developers can enable agents to authenticate and take actions on behalf of users across the most popular sites on the internet. Programmatically interact with the most popular messaging services. The runtime SDK is an authentication toolkit that lets AI agent developers build their own integrations on popular services that don’t offer APIs. Anon simplifies the work of building and maintaining user-permission integrations across platforms, languages, auth types, and services. We build the annoying infra so you can build amazing apps.
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    Tabstack

    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
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    SuperAGI SuperCoder
    SuperAGI SuperCoder is an open-source autonomous system that combines AI-native dev platform & AI agents to enable fully autonomous software development starting with python language & frameworks SuperCoder 2.0 leverages LLMs & Large Action Model (LAM) fine-tuned for python code generation leading to one shot or few shot python functional coding with significantly higher accuracy across SWE-bench & Codebench As an autonomous system, SuperCoder 2.0 combines software guardrails specific to development framework starting with Flask & Django with SuperAGI’s Generally Intelligent Developer Agents to deliver complex real world software systems SuperCoder 2.0 deeply integrates with existing developer stack such as Jira, Github or Gitlab, Jenkins, CSPs and QA solutions such as BrowserStack /Selenium Clouds to ensure a seamless software development experience
    Starting Price: Free
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    AI SaaS Launcher

    AI SaaS Launcher

    AI SaaS Launcher

    The next-gen low-code solution that combines AI-driven customization with full code access for ultimate flexibility. Customize, style, and launch your SaaS MVP quickly and easily. Build your site effortlessly using our advanced low-code framework, where AI helps generate a fully functional SaaS MVP. Leveraging Next.js and Tailwind, our platform integrates seamlessly with NextAuth, Stripe, and more, ensuring a robust and modern development experience. With full access to the codebase, you have the freedom to customize, scale, and modify your SaaS application to perfectly align with your vision and requirements. With everything you need built in, simply input your information and your MVP is ready to go live, saving you time and effort. Leverage generative AI to automatically write copy, style, and customize every aspect of your SaaS MVP, streamlining the entire development process.
    Starting Price: $10 per month
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    Fireworks AI

    Fireworks AI

    Fireworks AI

    Fireworks partners with the world's leading generative AI researchers to serve the best models, at the fastest speeds. Independently benchmarked to have the top speed of all inference providers. Use powerful models curated by Fireworks or our in-house trained multi-modal and function-calling models. Fireworks is the 2nd most used open-source model provider and also generates over 1M images/day. Our OpenAI-compatible API makes it easy to start building with Fireworks. Get dedicated deployments for your models to ensure uptime and speed. Fireworks is proudly compliant with HIPAA and SOC2 and offers secure VPC and VPN connectivity. Meet your needs with data privacy - own your data and your models. Serverless models are hosted by Fireworks, there's no need to configure hardware or deploy models. Fireworks.ai is a lightning-fast inference platform that helps you serve generative AI models.
    Starting Price: $0.20 per 1M tokens
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    SAVVI AI

    SAVVI AI

    SAVVI AI

    See how Savvi can quickly and easily solve your business challenges. Increase operational efficiency, and empower your team to succeed. Start with the decision, recommendation or prediction that you want to automate with AI. Easily integrate existing data or run a data cold start with a simple line of code in your app. Savvi handles your AI App end-to-end, define your prediction or decision options, identify business goals and publish. Savvi collects the data, trains the ML model, builds your objective function, deploys the AI App into your product. Savvi will continuously learn to improve to your goals. Savvi can securely collect data from your product and train an ML model in less than a few weeks. Just drop in a snippet of Savvi’s code and go. No need for a data architecture project to get started with AI.
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    HyperFlow AI

    HyperFlow AI

    HyperFlow AI

    HyperFlow AI is a unified generative AI development platform that lets users design, build, test, scale, and deploy AI-powered applications and workflows with minimal coding by transforming domain expertise into powerful AI solutions via intuitive interfaces and visual tools; it supports prompt crafting for large language models and offers a no-code/low-code environment so teams can create custom AI apps and services quickly and iteratively. It emphasizes accessibility and democratizing AI creation, enabling users to develop advanced AI applications without traditional software engineering barriers while retaining control over their models and outputs. It provides a visual, drag-and-drop workflow design environment where users can configure and automate AI-driven processes, integrate data and external systems, and manage deployments from development through production.