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The AI-ready integration and automation platform
Tray.ai is an enterprise iPaaS that combines process automation, data integration, API management, and 700+ connectors on one governed platform. Beyond classic integration work, it now ships Merlin Agent Builder for no-code AI agents, an Agent Gateway that turns any connector into a governed MCP server, and Tray Headless plugins that let developers build the same workflows from Claude Code, Codex, or any MCP-compatible coding assistant. Formerly branded Tray.io; tray.io now redirects to tray.ai.
Low-code drag-and-drop builder for multi-step workflows with branching, loops, approvals, and explicit error paths — aimed at developers, analysts, and ops staff alike
Maintained connector library covering major SaaS apps, databases, and cloud services, with a universal HTTP client for any remaining API and a Connector SDK for custom builds
No-code builder for production AI agents with knowledge sources, tools, reasoning, multi-agent orchestration, human-in-the-loop approvals, and deployment to Slack, Teams, chat, or API
Turns any Tray connector into a managed MCP server and packages multi-step workflows as composite MCP tools, cutting agent token burn while keeping RBAC, versioning, and audit on every call
Build agents, MCP tools, and integrations from a coding assistant — dedicated plugins for Claude Code and Codex with typed tools and validation hooks, plus MCP access for Cursor, Windsurf, and others
Deploys AI-built apps from a coding assistant to Tray's managed runtime with one command, applying SSO, managed credentials, execution logs, pre-deploy approval, and per-app cost tracking as they ship
Expose enterprise systems to agents through managed MCP servers instead of raw API keys, packaging multi-system lookups like a Salesforce plus Zendesk plus Stripe customer 360 into a single governed, audited tool call
Score, enrich, deduplicate, and route inbound leads from Marketo or HubSpot into Salesforce with territory assignment and rep notification, targeting sub-3-minute speed-to-lead
Provision accounts across Okta, Google Workspace, Slack, and Jira the moment a hire closes in Workday, and let governed agents reset passwords, provision software, and close tickets without human triage
Best for B2B marketing ops teams that need revenue operations automation spanning the full go-to-market workflow. Tray Embedded is a unique differentiator for SaaS companies building native integrations.
Best for enterprise integration teams that need schema-aware data mapping with JSONata transformations — powerful but priced for organizations, not individuals.
Real-time syncs, change data capture, and batch pipelines across SaaS and warehouse targets like Snowflake and Databricks, plus publishing, versioning, and rate-limiting APIs without separate middleware
Extracts structured data from invoices, contracts, and forms with AI, then validates, routes, and pushes results into downstream systems inside the same workflow
White-label integration layer letting SaaS vendors ship native, customer-facing integrations inside their own product with OAuth handled and the full connector library behind it
One RBAC and audit model across workflows, agents, MCP tools, APIs, and pipelines — with data masking, log streaming to Splunk or Datadog, regional hosting in US/EU/APAC, and SOC 1 & SOC 2 Type II, HIPAA, GDPR, and CCPA compliance
Pull from Salesforce, Zendesk, Stripe, and other sources into Snowflake or Databricks on schedule, on trigger, or in real time so analytics teams stop waiting on stale manual exports
Ship native third-party integrations inside your own product using a white-label UI and the full connector library, compressing integration roadmaps from quarters to weeks
Connect CPQ, billing, and ERP for automated invoicing, revenue recognition, and renewal alerts, moving from signed quote to recognized revenue without manual hand-offs

Automate workflows across apps and services with low-code cloud and desktop flows