Developer Tools

Ratio1

The Ultimate AI OS Powered by Blockchain Technology

Ratio1 is presented as the Ultimate AI OS powered by blockchain technology. It aims to democratize AI through a Decentralized Neuro-symbolic Autonomous processing framework (Ratio1 DNA). The platform facilitates rapid development and deployment of AI apps, catering to both AI projects and a diverse range of needs. It features a tokenized economy with the R1 utility token and anti-inflationary Node Deeds.

ZETIC.MLange is an on-device AI solution using NPUs to run AI models directly on mobile devices. It supports various SoC NPUs, providing optimized AI models and easy implementation across platforms like Android, iOS, and Windows. ZETIC.ai helps build zero-cost on-device AI, enabling server-less AI and breaking free from GPU clouds by utilizing any NPU and any OS. It transforms AI with the world’s fastest on-device AI software, solving AI companies’ challenges with NPU-powered on-device AI solutions, delivering the fastest transformation and runtime performance.

Free vector database comparison tool - from Superlinked

Open-source inference for the models behind your agents

Vector DB Comparison is a free and open source tool from VectorHub to compare vector databases. It allows users to compare different vector databases based on various features such as OSS, License, Dev Lang, VSS Launch, Filters, Hybrid Search, Facets, Geo Search, Multi-Vector, Sparse, and BM25.

AI Engineer Pack

Create the most realistic speech with our AI audio tools in 1000s of voices and 32 languages. Easy to use API's and SDK's. Scalable, secure, and customizable voice solutions tailored for enterprise needs. Pioneering research in Text to Speech and AI Voice Generation.

Spice.ai

The data platform for AI context

Spice AI is an open-source data and AI inference engine that provides composable, ready-to-use data and AI infrastructure pre-loaded with Web3 data. It accelerates the development of intelligent software by offering building blocks for data access, acceleration, search, retrieval, and AI inference. It allows users to query any data, anywhere, materialize and accelerate data from modern and legacy databases, data lakes, and APIs across the enterprise, and deploy & serve AI models.

GitDevTool is an AI-powered toolkit designed to enhance GitHub projects. It offers tools to streamline workflows, improve documentation, and boost productivity for developers. It includes features like a README generator, traffic analysis, GitHub profile refiner, social media sharing, Git command helper, code snippet sharing, HackerNews engagement tools, SEO toolbox, and a Repo2LLM converter.

huntr.com

Hack the AI. Secure the Bag.

huntr is the world’s first bug bounty platform for AI/ML, providing a single place for security researchers to submit vulnerabilities to ensure the security and stability of AI/ML open-source apps and libraries and ML model file formats.

crossingminds.com

AI Ops platform for personalization and retrieval — now joining OpenAI.

Crossing Minds is an AI Ops platform that provides personalization and retrieval solutions for enterprises. It leverages real-time data processing and machine learning to optimize user experiences and boost business metrics across industries like retail, e-commerce, streaming, and financial institutions. The platform offers a composable stack with APIs for refining recommendations and deploying proprietary algorithms, supported by an AI-enhanced catalog and a fully managed data pipeline.

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Airtrain.ai LLM Playground

No-code LLM playground for comparing models and curating datasets

Airtrain AI is a comprehensive platform designed to help users explore and curate unstructured datasets. It offers a no-code LLM playground for vibe-checking and comparing the quality, performance, and cost of various open-source and proprietary LLMs, including Claude, Gemini, Mistral AI models, OpenAI models, Llama 2, and Phi-2. The platform also provides auto-clustering, AI classification and labeling, an embedding explorer, and tools for LLM fine-tuning and evaluation. Airtrain AI is joining Weights & Biases and sunsetting its products.

kluster.ai

Now part of MITO – moving into AI video creation

kluster.ai is an AI cloud platform offering serverless inference and fine-tuning with higher rate limits, predictable performance, and cost savings of up to 50%. It provides a developer-friendly AI cloud with tools for AI inference, scalable AI solutions, batch and real-time AI inference, cost-effective AI tools, and AI integration tools. It supports LLM batch processing and models like LLAMA 3.3, LLAMA 3.1m, and DeepSeek-R1.

Jots

Your second brain as a developer

Jots is a developer-focused journaling app designed to help developers accelerate their goals, improve technical skills, track progress, reflect, and take action. It acts as a 'second brain' for engineers to level up their expertise daily.

honeyhive.ai

The Observability Layer for Production Agents

HoneyHive is an AI observability and evaluation platform designed for teams building LLM applications. It provides tools for AI evaluation, testing, and observability, enabling engineers, PMs, and domain experts to collaborate within a unified LLMOps platform. HoneyHive helps teams test and evaluate their applications, monitor and debug LLM failures in production, and manage prompts within a collaborative workspace.

futureverse.com

Empower brands, IP holders, and developers to create metaverse experiences

Futureverse is a comprehensive platform that empowers brands, IP holders, and developers to create metaverse experiences using generative AI and metaverse technology. It offers tools for customer onboarding, digital IP management, social plugins, and AI-driven content creation. Futureverse also provides secure, scalable, and open-source protocols for connected games and experiences.

chainlit.io

Build AI applications

Chainlit is a framework and platform designed to help developers and enterprises build, evaluate, and improve conversational AI applications. It provides tools for creating reliable AI systems, offering observability and analytics for LLM apps. Chainlit supports various deployment options, including standalone web apps, embedded copilots, FastAPI servers, and custom React or Slack/Discord/Teams bots. It also offers authentication and customization features, along with integrations with popular frameworks and LLM providers.

determined.ai

HPE machine learning development environment with automated hyperparameter optimization

Determined AI is an HPE machine learning development environment that provides automated hyperparameter optimization, distributed training, cluster management, and enterprise-grade cloud solutions. The documentation provides quick access to information, tutorials, quickstarts, user guides, and reference material.

captum.ai

Model Interpretability for PyTorch

Captum is a PyTorch library for model interpretability. It provides tools and techniques to understand and attribute the predictions of PyTorch models across various modalities, including vision and text. Captum supports most PyTorch models and allows for easy implementation and benchmarking of new interpretability algorithms.

PHP Boilerplate is a complete PHP SaaS solution designed to help developers rapidly launch AI-powered applications. It includes features such as AI image generation, subscription management, user authentication, and more. It's built with a modern tech stack including PHP 8.3+, MySQL 8.0+, Docker, Bootstrap 5, and jQuery, offering enterprise-grade technologies for success.

Nitrode

Technology x Finance: Smart, Connected, Proven

Nitrode is an AI game engine designed to empower developers to quickly create playable 3D games in a matter of hours. It is an AI-native engine that facilitates game design, scripting, and deployment by allowing users to create mechanics through connecting nodes, generate assets with AI, and build games without boilerplate code. Nitrode aims to help users realize their dream games by providing smart building tools and AI-powered assistance.

mcp-use

Build and deploy MCP apps and servers

mcp-use is an open-source platform that provides devtools and cloud infrastructure to help development teams quickly build and deploy custom AI agents using MCP (Model Context Protocol) servers. It offers an SDK for creating AI agents, a registry for discovering community-built servers, and a managed gateway for routing, authenticating, and load-balancing MCP servers. The platform aims to simplify the process of building, discovering, and deploying MCP servers and AI agents, supporting various deployment environments including cloud, local VMs, and third-party services.

portkey.ai

Production Stack for Gen AI Builders

Portkey empowers AI teams to observe, govern, and optimize their apps across the entire organization with just 3 lines of code. It offers an AI Gateway, Prompts, Guardrails, & Observability Suite, helping teams ship reliable, cost-efficient, and fast apps. Portkey integrates with Langchain, CrewAI, Autogen, and other major agent frameworks, making agent workflows production-ready. It also provides an MCP client to build AI agents with access to real-world tools.

New API

One API endpoint for all your AI model providers

New API is a unified AI model hub that aggregates multiple LLM providers into a single API endpoint. It handles key management, usage tracking, billing, and load balancing for OpenAI, Anthropic, Google, Mistral, and dozens of other AI providers through one consistent interface.

Progressier

PWA Made Easy

Progressier is a toolkit designed for web developers and "vibe coders" to effortlessly build fully-featured Progressive Web Apps (PWAs). It enables universal installation across various devices (iPhone, iPad, Android, Mac, PC) and browsers, and provides robust push notification capabilities. The platform simplifies PWA development by offering no-code solutions for integrating installation and push notifications into existing web apps, managing app manifests, generating necessary assets like splash screens and maskable icons, and providing tools for PWA promotion, analytics, and even programmatic PWA creation. It also includes features like an app reviews manager and integrations with numerous no-code builders and JavaScript frameworks.

deco.cx 2.0

AI-Powered E-commerce Builder

deco.cx is an integrated frontend platform designed to make web development easy and fun. It combines the realtime collaboration of Figma with the developer experience of VSCode, the extensibility of WordPress, and the power of AI, all in one tool. It's an all-in-one solution for developers to build and evolve full-stack, enterprise-class web apps faster, powered by TypeScript.