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Tray.ai

Tray.ai

An AI-native enterprise orchestration platform for building agents, governing MCP, and integrating applications.

Visit website (opens in a new tab)0 views · listed Nov 2026

Overview

Tray.ai is an enterprise AI orchestration and iPaaS platform designed to integrate systems, automate business processes, and deploy AI agents. The platform features over 700 connectors, enabling teams to build workflows visually using Tray Build or via CLI and code through Tray Headless.

The platform includes the Merlin Agent Builder for creating conversational or autonomous AI agents and the Agent Gateway for MCP to publish and govern Model Context Protocol servers. It also provides Tray Helix, a managed runtime for deploying applications created with AI coding tools such as Claude Code, Codex, and Cursor.

Security and governance features are integrated across the entire stack, providing role-based access control, audit logs, and token cost management. Tray.ai serves enterprise technical and operational teams looking to automate cross-functional processes and maintain visibility over AI usage.

Key features

  • Merlin Agent Builder: Build conversational or autonomous AI agents with custom guardrails and multi-step reasoning capabilities.
  • Agent Gateway for MCP: Expose any of the 700+ app connectors as managed MCP tools with centralized authentication and audit logging.
  • Tray Build and Headless: Develop automated workflows through a visual drag-and-drop interface or directly via developer coding assistants.
  • Tray Helix Runtime: Deploy and host applications generated by AI coding assistants with single command deployment and enterprise security.
  • Governance and Security: Centralize access controls, scoped credentials, rate limits, and audit trails across all integrations and AI tool calls.
  • Cost Management: Track token usage, compute execution, and LLM spending broken down by application and internal team.

Pros and cons

Pros

  • Combines traditional iPaaS application integration with AI agent building and MCP governance in one platform.
  • Supports both visual low-code building and developer-centric headless coding workflows.
  • Composite MCP tools allow grouping multi-step actions into single tool calls to reduce LLM token usage.

Cons

  • Full platform pricing for enterprise plans requires contacting the sales team.
  • Broad feature scope across iPaaS and agent orchestration creates a learning curve for new administrators.

Integrates with AI

Connect Tray.ai to AI assistants and agents.

Compare: Marketing tools with an MCP server · Marketing tools that integrate with Claude · Marketing tools that integrate with ChatGPT · Marketing tools that integrate with Codex · Marketing tools that integrate with Cursor

Best for

  • Enterprise teams
  • Developers
  • Operations

Screenshots

  • Tray.ai screenshot 1