Cross Platform Ml Automation

LM Studio runs open‑source large language models locally on Mac (M‑series), Windows, and Linux, enabling private, offline inference. It offers command‑line and headless deployment, server‑side API, SDKs, a model hub, and LM Link for remote model access.

Mazaal AI is a browser extension that turns repetitive clicks into command‑driven automation. Using prompts, tools, agents, and workflows, it coordinates actions across 400+ apps like Salesforce, HubSpot, Slack, and Notion, automating tasks such as lead generation, research, and publishing.

MLflow is an open‑source AI engineering platform that tracks LLM and agent execution, monitors performance, cost, and safety, manages prompts, and supports experiment tracking, tuning, and deployment across multiple clouds or on‑premises.

ConsoleX AI is an automation studio for indie developers and small teams, connecting any LLM and integrating tools via MCP servers. It provides AI agents for research, build, and ship tasks, a prompt library and vault, and skills for collaboration.

Unity is a real-time 2D/3D engine with an integrated Editor, C# scripting, physics, asset pipeline and package manager, enabling cross-platform builds to 25+ targets, multiplayer, analytics, LiveOps, monetization and collaboration for games and interactive applications.

Autonoma is an open‑source AI‑driven end‑to‑end testing platform that scans a GitHub repo, auto‑generates test plans, and executes realistic browser and mobile tests. Results surface in pull requests, offering instant regression feedback.

Apx Machine Learning is a platform for creating and deploying machine learning models, featuring AutoML for automating model processes and free courses on key data science topics. It also plans to introduce LangML for custom language model deployment.

QA.tech automates end‑to‑end tests across web, mobile, and APIs with AI agents that simulate real users, reducing flakiness, delivering instant CI/CD feedback, logging detailed failures, and automatically updating test cases without infrastructure setup.

multica is an open-source platform for managing mixed human and AI agent teams, assigning and tracking tasks with real-time progress streaming, unified activity feeds, reusable agent skills, runtime management, CLI/API integrations, and self-hosted deployment.

H2O.ai delivers an end‑to‑end AI platform that automates feature engineering, model selection, and explainability through AutoML, offers no‑code LLM training, supports enterprise multi‑model orchestration, and includes MLOps and a feature store, all compliant with strict data security standards.

ezML is a cloud AI platform revolutionizing computer vision with zero-shot learning and text-to-model capabilities. It enables users to easily create custom pipelines for tasks like object detection and image-to-text conversion, featuring simple deployment and scalability for various business appli

Mistral AI offers developers a platform for building cutting-edge generative AI models with a focus on performance and customization. Their models excel in reasoning tasks and benchmarks, providing flexible deployment options across infrastructures.

Cherry Studio is a desktop application for Windows and macOS that enables users to switch between multiple AI language models effortlessly. It offers straightforward installation, rapid conversation completion, and strong community support for enhanced user engagement.

ML Clever is a no-code machine learning platform that enables users to build and deploy models effortlessly. Its AutoML capabilities, interactive dashboard, and support for custom pipelines facilitate data exploration and real-time predictions without technical expertise.

Create Powerful AI Tools is a comprehensive platform for natural language processing, data analysis, and machine learning. It enables developers and data scientists to easily integrate AI into projects, automate tasks, and customize solutions across various programming environments.

OpenClaw is a personal AI assistant that automates email, calendar, task and chat workflows—clearing inboxes, composing and sending messages, scheduling events, checking reservations, integrating chats and cloud services, with persistent memory, background jobs and developer-friendly self-hosting an

Neo AI engineer is an autonomous agent that automates building, evaluating, and deploying ML models, LLMs, and RAG pipelines. It manages experiments, fine-tuning, and multi-step workflows, producing versioned artifacts with full evaluation and benchmarking across vendors.

Manus is a next-generation AI agent that autonomously transforms thoughts into actions, executing complex tasks independently for both personal and professional use, enhancing productivity through multi-modal capabilities.

Kling AI Motion Control turns a single static image into a realistic, physics‑based animated video. It automatically generates motion paths, applies dynamic effects, and outputs smooth, cinematic clips, supporting batch processing and custom parameters for marketers, designers, and creators.

BotPress is a platform for building and managing AI agents that power contextual, stateful conversations. It features an Agent Studio for rapid creation and supports extensive integrations, knowledge bases, and custom code for automation across various industries.

BenchLLM evaluates language‑model applications via API or CLI, running JSON/YAML test suites with automated, interactive, or custom strategies. It supports OpenAI, LangChain, and any API, detecting regressions, generating reports, and visualizing results for continuous QA.

Maestro is an AI agent command center that orchestrates autonomous coding agents across desktop, CLI, and mobile, supporting multi-agent workflows, scheduling, Git-aware editing, remote control, real-time monitoring, and JSON/log outputs for automation.

commandcode.ai is a developer-centric CLI tool for interacting with multiple large language models, managing sessions with sliding-window memory, and automating long-running AI workflows. It supports model switching, vision tasks, background shell operations, and persisted, resumeable sessions for r

Lightfield.app is an AI-native CRM that auto-captures all customer interactions and builds continuous account context. It generates pipelines, drafts outreach, and scores accounts to reduce manual data entry and prioritize sales actions.

Simulation-driven platform that evaluates and monitors AI agents across modalities with realistic multi-turn scenarios, CI/CD-integrated automated tests, configurable safety/policy guardrails, and analytics for failures, hallucinations, and performance to ensure production readiness.

AI and data analytics platform delivering end‑to‑end solutions across multiple sectors. It accelerates experimentation to production, supports data engineering, MLOps, LLMOps, and digital engineering, integrating Databricks, Snowflake, and Google Cloud to shorten insight‑to‑action time and boost eff

Open-claw.org is a premium, subscription-based AI deployment platform that lets you launch powerful AI agents in one click

AgentX is a multi-agent AI platform for building, training, and deploying conversational agents using a no-code visual builder or developer tools, supporting multiple LLMs, RAG knowledge connectors, omnichannel deployment, integrations, analytics, voice, and on-premise options.

ClearML AI Infrastructure Platform unifies GPU management, model development, and generative‑AI deployment across on‑prem, cloud, and hybrid setups, offering secure multi‑tenant provisioning, priority scheduling, fractional GPU allocation, integrated IDE, CI/CD, and streamlined workflows for data sc

Cloud Phone is a cloud-based platform that enables users to run real Android environments, manage multiple devices concurrently, and automate applications securely, offering customizable profiles and insights for effective marketing and account management.

MiniMax is an AI platform providing text, speech, video and music models for developers and creators — supporting agentic text workflows, real-time speech synthesis and voice cloning, emotion-aware video rendering, and precise vocal/instrument music generation via APIs and SDKs.

Rainforest QA is a no‑code AI test automation platform for SaaS that instantly generates regression plans and executable tests. It auto‑heals UI changes, offers a visual editor, and integrates with CI/CD for fast, parallel runs and clear debugging.

Morphllmis a high-throughput AI code-editing platform that applies LLM-generated multi-file edits, automated diffs, and merges at 10,500+ tokens/sec via edit_file and MCP/OpenAI-compatible SDKs (TypeScript, Python) for editor, CI, and agent integration. It combines warp-grep/warpsearch semantic co

Magica is an all-in-one AI agent platform that unifies text, image, audio, and video generation to automate complex creative workflows. It enables users to produce campaign-ready assets—from 4K image edits and voice cloning to UGC-style ads—by routing tasks across major AI models like GPT and Midjou

GBOX provides browser, Android, and Linux sandboxes plus RL environments for training, testing, and reproducible evaluation of agents. It includes a UI-grounding model for interface automation, iterative prototyping, debugging tools, and developer documentation.

AIMLAPI.com offers a unified API endpoint for over 400 AI models spanning chat, image, video, audio, voice, text, 3D, and OCR. It supports sandbox testing, granular access control, batch requests, and an OpenClaw runtime for secure, human‑in‑the‑loop workflows.

Openwork is an open-source desktop app that connects 50+ LLMs with team workspaces, shared setups, skills, plugins, and configs. It runs agent workflows and browser automation, integrates with IDEs via a remote MCP server, and lets teams share full workspace configs as one-click links.

Autify is an AI testing platform that automates end‑to‑end tests for web, mobile, and desktop apps. Its Aximo, Nexus, and Genesis modules generate, execute, and maintain tests, reducing manual scripting and easing maintenance for QA and dev teams.

Katalon is an AI-augmented test automation platform that streamlines automated testing for web, mobile, desktop, and APIs, featuring low-code scripting, seamless CI/CD integration, and on-demand execution across multiple environments for enhanced efficiency.

Hands AI is an open-source platform that automates repetitive software engineering tasks, supports code generation, and aggregates verified problem sets. It fosters collaboration among users and integrates with various large language model providers for enhanced productivity.

Soonlab is an AI game generator that automates level design, asset creation, and rapid prototyping. It offers procedural tools, customizable templates, and real-time previews to accelerate iteration across Unity, Unreal, and HTML5.

ContextQA automatically generates test cases from real user flows, self‑heals selectors, and analyzes failures across visual, DOM, network, and code layers. It supports web, mobile, API, ERP, SAP, Salesforce, and database tests with cross‑browser/device coverage and CI integration.

Maced AI is an autonomous penetration testing platform that uses specialized AI agents to discover and exploit vulnerabilities across applications, APIs, and infrastructure. It auto-validates findings, generates one-click fixes, and delivers audit-ready reports to streamline security workflows.

HumanLayer is an open-source IDE and orchestration layer for AI coding agents, managing parallel Claude Code sessions, multiclaude workflows, worktrees and remote workers, with context-engineering tools, session replay, workflow templates and GitHub-integrated code-review automation.

ilovemyqa provides AI-powered software testing services from Vancouver, prioritizing clear communication and real device testing across platforms. Find critical bugs, enhance quality, and elevate user experience hassle-free.

AI Magicx unifies text, image, video, audio, and code generation, providing GPT‑5, Claude, Gemini, and 30+ LLMs. It offers image creation, video production, music tracks, a developer CLI, shared workspaces, role‑based permissions, API hooks, and Zapier automation.

BoltAI is a native macOS app that lets users switch between 300+ AI models, including OpenAI, Anthropic, Google Gemini, and local Ollama. It supports multimodal analysis, fine‑grained controls, project management, local storage, and secure cloud sync.

Vmake automates UGC and viral video cloning, producing product, fitness, and real‑estate clips with AI editing tools—watermark removal, background swap, noise suppression, upscaling. It auto‑generates captions, hooks, thumbnails, supports batch processing, and offers a teleprompter for polished deli

Hal9 is an autonomous AI platform that builds, hosts, and scales AI‑powered products quickly. It generates MVPs for chatbots, agents, websites, mobile apps, and APIs using Python and open‑source libraries, with isolated Kubernetes pods for secure, private deployment.

PureCode AI assists enterprise teams in managing legacy codebases with features like automated refactoring, bug fixing, and UI generation. Its multi-solution context and compliance focus enhance collaboration and optimize .NET, Java, and C++ applications.