Mastra Platform is Mastra’s hosted environment for deploying, monitoring, and managing applications built with the Mastra Framework. Its product suite includes Observability for searchable traces, logs, and metrics; Studio for hosted agent testing and workflow execution; and Server for running applications as production API servers.
Projects can be deployed with the Mastra CLI or from a connected GitHub repository. The platform also supports managed environments, databases, workspaces, alerts, and provider connections for agents.

Mastra Platform provides hosted tools to deploy, monitor, and manage AI applications built with the Mastra Framework.


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Visual AI automation platform connecting apps, data and AI models via drag-and-drop workflows.


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CrewAI is an enterprise platform for building, governing, and running multi-agent AI workflows.

Mistral Studio is Mistral AI's developer platform for model access and application building.

Strata is an intelligent MCP server that guides AI agents through thousands of tools across multiple apps using tiered discovery.

Tools for building, deploying, evaluating, and governing enterprise AI and machine learning systems.

Portkey AI provides a gateway platform for managing and observing large language model deployments.

Monitoring platform that detects silent failures in production AI agents.

Observability and evaluation platform for shipping quality AI agents at scale.

Unframe AI OS is Unframe's managed platform assembling production-ready enterprise AI from building blocks and an agent orchestrator.

LangChain's managed platform for deploying and running AI agents in production.

Maven AGI AI Agent Platform connects enterprise systems to customer-facing agents across chat, email, voice and web.

Centific's unified platform for developing, operating, and governing production AI across cloud, core, and edge environments.

Msty is a local-first desktop AI client that runs open models on the user's own machine.

Machine Learning Platform enterprise software offering.

Operating standard for AI that unifies security, expert support, and observability into cluster health management.

AI Control Plane monitors, evaluates, and governs enterprise AI agents across their lifecycle.

Enterprise data and AI platform for engineering, warehousing, governance, analytics, and AI workloads.

Visual AI automation platform connecting apps, data and AI models via drag-and-drop workflows.

A platform that autonomously builds, packages, and deploys native Salesforce and HubSpot integrations.

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Cloud AI Platform competing enterprise offering.
