Cloud Agnostic Kubernetes
The best 50 Cloud Agnostic Kubernetes AI tools - Free & Paid
Explore 50 AI for Cloud Agnostic Kubernetes
K8Studio is a client‑side Kubernetes GUI that connects directly to cluster APIs, providing real‑time topology maps, AI‑assisted YAML editing, a unified security dashboard, multi‑cluster management, built‑in terminal execution, and no data collection for compliance.
Subscription
- $9/mo
Scale your AI projects affordably with Salad's GPU Cloud service. Access over 10,000 GPUs for generative AI tasks like generating 9 million+ images in just 24 hours at a starting price of $0.02/hr. Salad offers fully managed services like the Salad Container Engine, Salad Gateway Service, and Virtua
Paid
K8sGPT is an AI‑driven Kubernetes troubleshooting assistant that analyzes cluster state, logs, and events, anonymizes data, and can auto‑remediate issues. It exposes Kubernetes operations via an MCP server for integration, and offers local diagnostics and CLI access.
Freemium
Runpod supplies on‑demand GPUs in 31 regions, offering single‑node pods, multi‑node clusters, and serverless workloads. It delivers low‑latency inference, efficient fine‑tuning, instant scaling, S3‑compatible storage, real‑time logs, and sub‑200 ms cold starts.
Paid
- $0.89
Fluidstack offers dedicated GPU clusters on bare‑metal Atlas OS, delivering rapid provisioning and full resource control. Continuous monitoring via Lighthouse ensures isolated, compliant infrastructure (GDPR, SOC 2, ISO 27001) with a 15‑minute support SLA for AI labs, enterprises, and government use
Freemium
- $0.4
Agentic AI Platform offers autonomous multicloud cost optimization by analyzing usage patterns to minimize cloud expenditures. It automates resource allocation and workload optimization, improving cost visibility and enabling data-driven decisions for efficient cloud management.
Office Kube delivers browser‑based cloud workspaces with preinstalled apps. Users automate tasks via pre‑built or IDE workflows, combine and share them across teams. Built on Kubernetes, it offers zero‑trust security, GitOps, automated backups, and embedded AI for docs, code, and troubleshooting.
Freemium
8080.ai is an AI development platform for building, orchestrating, and scaling multi-agent workflows that automate project planning, task decomposition, and sprint tracking. It provides a production-ready microservices architecture with Kubernetes deployment, a browser-based VS Code editor, and fron
Freemium
- $1/mo
Thunder Compute is a cloud-based platform that provides easy access to network-attached GPUs for AI and machine learning projects. It enables swift model deployment, efficient scaling, and minimizes idle GPU costs through streamlined infrastructure management.
Free trial
Milk Infrastructure automates Kubernetes cluster deployment and lifecycle across cloud and on‑prem. It uses AI to generate minimal infra‑as‑code, supports CI/CD pipelines, auto‑scales, and meets SOC 2 compliance, delivering consistent, low‑friction DevOps.
Paid
Cloud GPU rental platform offering on-demand VMs and bare-metal servers with A100/H100/RTX4090 and other GPUs, configurable vRAM/vCPU, persistent volumes, spot instances, and API-driven provisioning for training, inference, rendering, and HPC workloads.
Freemium
CloudVerse offers a compute economics platform that routes AI workloads by cost‑performance, enforces cost guardrails in CI/CD and IaC, throttles wasteful queries, forecasts demand for Reserved Instances, detects spend spikes, and autonomously rightsizes infrastructure across deployments, meeting IS
Freemium
Automated Troubleshooting Kubernetes streamlines issue identification and resolution in Kubernetes environments, enhancing system reliability and reducing downtime. It optimizes workflows for DevOps teams, allowing them to focus on strategic tasks while minimizing manual troubleshooting efforts.
Free trial
Cloudairy is a cloud-based collaborative workspace with AI-powered diagramming and project management tools. It enables real-time teamwork with flowcharts, mind maps, Kanban boards, and automated documentation for streamlined workflows.
Free trial
- $8/mo
Google Antigravity is an IDE for developers featuring tab autocompletion, natural language code commands, and configurable agents that monitor tasks. It offers cross-surface synchronization and a unified mission control view for managing multiple agents.
Free
Vast.ai supplies on‑demand GPU instances, including NVIDIA RTX, H100, and Blackwell models, deployable in seconds. Developers can programmatically provision resources via CLI, SDK or API, and scale workloads with autoscaling, serverless inference, and dedicated InfiniBand clusters.
Freemium
Cirrascale offers a private AI cloud that supports training and inference on AMD, Cerebras, NVIDIA, and Qualcomm accelerators. It provides zero DevOps, no data‑transfer fees, high‑bandwidth networking, and configurable multi‑GPU servers, streamlining workflows and accelerating deployment.
Freemium
Donovan provides a no‑code Agent Factory that builds and connects AI agents for mission‑critical government and defense workflows. It evaluates model performance, runs on classified, air‑gapped Kubernetes environments, and offers traceable reasoning with defense‑aligned guardrails.
Freemium
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
Free
CloudCLI AI is a containerized remote development platform that provides persistent, cross-device coding sessions. It integrates AI coding agents, supports major IDEs, and offers team features for shared environments and configurations.
Freemium
- $7/mo
Tensordock provides cloud GPU services for AI workloads, featuring on-demand Nvidia H100, A100, and RTX 4090 GPUs. It supports rapid deployment, extensive documentation, and efficient management of virtual environments for diverse applications.
Freemium
CloudSoul is an AI-driven SaaS platform that simplifies cloud deployment and management through natural language input, offering real-time configuration guidance, reducing complexity, and making cloud services accessible to both technical and non-technical users.
Free trial
atlascloud.ai is a full-modal AI platform offering unified API access for generating text-to-image, text-to-video, image-to-video, and audio content through a single integration. It provides developers with a model catalog, reference-based editing, and production-ready outputs including 4K resolutio
Freemium
ZEGOCLOUD Conversational AI is a comprehensive platform that provides real-time voice, video, and chat APIs. It enhances interactions with AI effects and scalable, low-latency infrastructure for applications in telehealth, education, and gaming.
Freemium
Gamma.AI is a cloud DLP tool integrated with Palo Alto Networks CASB that automatically discovers and classifies data across 150+ SaaS apps with 99.5% accuracy. It offers one‑click deployment, real‑time remediation, and API connectors for SIEM/SOAR integration.
Freemium
ClawCloud Run is a cloud-native platform that simplifies application development and management with a visual canvas, enabling low-code deployment and multi-database support. It offers template stores, automated environments, and a unified interface for seamless testing and production workflows.
Free trial
ComfyDeploy is an open-source tool for deploying ComfyUI workflows, enabling instant sharing, auto-scaling for GPUs, version control, and custom node integration, while supporting external input nodes and private S3 for efficient performance validation.
Subscription
- $0.1512
Modal is a cloud‑native platform that lets developers run inference, training, batch jobs, sandboxes, and notebooks with sub‑second cold starts and instant autoscaling. It’s Python‑centric, offers elastic multi‑cloud GPU scaling, zero‑idle scaling, unified observability, and high‑throughput AI‑nativ
Subscription
- $30/mo
Frugal is an AI-powered cost engineering platform that automatically optimizes code to reduce cloud spending. It traces costs directly to the responsible code and provides dashboards to help development and FinOps teams identify and fix inefficiencies.
Freemium
Float16.cloud delivers AI‑as‑a‑Service, platform, and infrastructure through instant, ready‑to‑use models accessed via a dashboard or API. It offers dedicated GPUs, 1‑second cold starts, Jupyter notebooks, credit‑based quotas, and dynamic scheduling for training, inference, and batch processing.
Freemium
- $0.2
Kluster.ai provides real-time code review and verification in IDEs, offering instant feedback on AI-generated code. It detects vulnerabilities, logic errors, and performance issues, enhancing compliance and reducing manual review time for development teams.
Free trial
Open-claw.org is a premium, subscription-based AI deployment platform that lets you launch powerful AI agents in one click
Freemium
KeepClaw.ai is a managed hosting platform for personal AI agents that run 24/7, automating tasks like research, content drafting, and monitoring. It provides a simple dashboard, multi-model support, and workflow features without requiring infrastructure management.
Freemium
- $19/mo
ClawCloud is a managed hosting service for private OpenClaw AI assistants, providing always-on, isolated containers with automated maintenance. It enables workflow automation, developer tooling, and cross-app integrations via Slack, GitHub, and APIs for personal and professional use.
Freemium
- $29/mo
Vocareum delivers labs with IDEs, notebooks, and GPU/CPU clusters in isolated containers or accounts. It offers tutoring, code grading, and a unified gateway to AWS, Azure, GCP, Databricks, and foundation models. LMS integration and SOC 2 compliance enable scalable training.
Subscription
apex.ai is a comprehensive platform providing safety-certified software tools and services for autonomous systems. Its modular products enable deterministic execution, high-speed data routing, repeatable testing, and automated deployment for robotics and embedded applications.
Freemium
Inferless is a serverless platform for deploying machine learning models seamlessly. It offers automatic load balancing, custom runtime environments, and automated CI/CD workflows, minimizing infrastructure management while scaling efficiently from single to millions of requests.
Subscription
VibeClaw.dev is a browser-based OpenClaw runtime for running AI coding agents in sandboxed, in-browser Node.js containers. It features a complete virtual filesystem, multi-agent orchestration, and flexible model support from local WebGPU LLMs to cloud APIs, all exportable for private, reproducible w
Freemium
ClimateLens offers 1 km resolution climate insights for the food, agriculture, and related sectors. It aggregates weather data, selects optimal forecasts via machine learning, provides real‑time alerts, custom dashboards, and an API for seamless enterprise integration.
Freemium
APIPod is a unified API gateway providing access to 100+ AI models for text, image, video, and audio generation. It simplifies production deployment with developer tools, agent orchestration, observability, and enterprise-grade reliability.
Freemium
Kore.ai Agent Platform delivers customizable AI agents for banking, healthcare, retail, and other industries. It includes multi‑agent orchestration, engineering tools, extensive data connectors, no‑code/pro‑code development, real‑time observability, secure governance, and deployable on AWS, Azure, o
Free
UbiOps offers a unified interface to deploy AI models on local, hybrid, or multi‑cloud environments. It provides version control, API management, resource prioritization, automated scaling, GPU provisioning, and Kubernetes orchestration, aiding cost, security, and compliance for production workloads
Free
Orca is an agent development environment for building, running, and orchestrating multi-agent workspaces with isolated worktrees, parallel agents, ghostty-style terminals, built-in editor, Git tracking, CI-aligned pipelines, observability, integrations with major LLMs, and mobile monitoring.
Free
Defang is a cloud application development tool that streamlines project creation, deployment, and debugging. It allows users to generate code from natural language prompts, simplifies scalable deployments, and offers AI-driven debugging support for various frameworks.
Freemium
XenonStack offers a unified reasoning foundation for autonomous AI agents in operations, finance, security, and supply‑chain workflows. It supports private, edge, and multi‑cloud environments with policy‑driven governance, real‑time analytics, and seamless integration with Snowflake, Databricks, and
Freemium
Devozy.ai is a self-service platform for developers that streamlines software deployment in multi-cloud environments. It automates CI/CD pipelines, integrates project management, and enables cloud infrastructure provisioning from a unified console, enhancing productivity and reducing time-to-market.
Free trial
KushoAI automates API contract tests from OpenAPI or Postman, continuously monitors contract drift, and updates suites. It runs real‑time security scans, covers API, database, and UI layers, and self‑heals tests as code evolves, providing release risk scores for ship decisions.
Freemium
GPU Mart provides dedicated GPU server hosting and VPS solutions optimized for demanding AI workloads, including LLM inference, image generation, and 3D rendering, offering guaranteed resources and transparent pricing.
Paid