Tray.io is live · pricing from $50/mo · last verified 23 Oct 2026 · viability healthy
Tray.io
Tray.ai puts integrations, AI agents, MCP servers, and AI-built apps on one governed runtime — starting at $50/mo.
Tray.ai is the answer to a question most vendors haven't asked yet: who owns the app your engineer shipped from Cursor last Tuesday, and what did it spend? Helix, Agent Gateway, and the app registry cover deployment, identity, audit, and cost in one layer, and the Sync CLI and Log Masking close gaps ops teams usually patch by hand. It's a platform commitment with sales-led pricing — justified only if you actually have AI-built artifacts to govern.
Verdict generatedVerified 7d ago · liveness 92/100 · cite: rightaichoice.com/tools/tray-io
- Enterprise IT and ops teams putting integrations, agents, and MCP servers under one governed layer
- Organizations deploying apps from Claude Code, Codex, or Cursor that need an owner, SSO, and audit trail
- Teams that must attribute and cap LLM, token, and compute spend per app and per department
- Companies replacing MuleSoft, Boomi, or scattered automation tools with one platform
- Projects with a handful of integrations and no agents, MCP services, or AI-built apps to govern
- Teams without compliance, audit, or cost-attribution requirements
- Anyone expecting a published, card-swipe price for the Pro, Team, or Enterprise tiers
We scan live Reddit threads, YouTube comments, X posts, G2 reviews and other communities — and hand you an honest verdict in under a minute.
- Honest verdict, not marketing
- Real pros & cons from real users
- Attributed quotes with receipts
3 free scans · no card needed
Skip Tray.ai if you need a weekly automation for a handful of apps and have no agents, MCP services, or AI-built apps that need an owner, SSO, and an audit trail.
Log retention management and Guardian Log Masking are Team-tier features, so a Pro workspace can't mask PII in execution logs or extend the 7-day window.
Tray.ai prices through three tiers plus an Agent Development add-on and a separately priced Helix product. Pro fits a single use case; Team fits one department's multiple use cases with 20 workspaces and log masking; Enterprise fits multi-department and partner deployments that need on-premise SSO, HIPAA, and regional hosting. Teams that only need connectors and scheduling will find n8n far cheaper, and MuleSoft or Boomi are the comparable enterprise-suite commitments to weigh.
In short
Tray.io — Tray.ai puts integrations, AI agents, MCP servers, and AI-built apps on one governed runtime — starting at $50/mo. Best for Enterprise IT and ops teams putting integrations, agents, and MCP servers under one governed layer, Organizations deploying apps from Claude Code, Codex, or Cursor that need an owner, SSO, and audit trail, Teams that must attribute and cap LLM, token, and compute spend per app and per department. Plans from $50/mo.
No head-to-head comparison for Tray.io yet — the alternatives below are the closest matches we list.
What is Tray.io?
Tray.io — Tray.ai puts integrations, AI agents, MCP servers, and AI-built apps on one governed runtime — starting at $50/mo. Best for Enterprise IT and ops teams putting integrations, agents, and MCP servers under one governed layer, Organizations deploying apps from Claude Code, Codex, or Cursor that need an owner, SSO, and audit trail, Teams that must attribute and cap LLM, token, and compute spend per app and per department. Plans from $50/mo.
Tray.ai is an AI orchestration and integration platform for enterprises that have agents, MCP services, and vibe-coded apps in production and no clean way to govern them. One credential store and one access model sit behind every artifact, so a lead-routing automation, a support-triage agent, and an app shipped out of Claude Code all carry the same owner, audit trail, and permissions. The stack has three parts: Tray iPaaS for integration, automation, and API management across 700+ connectors; the Agent Development add-on, which bundles Agent Gateway for MCP (including composite MCP tools assembled from workflows) with Merlin Agent Builder for no-code conversational and autonomous agents; and Tray Helix, the runtime that takes apps built in Claude Code, Codex, or Cursor to production with one command, adding managed auth, SSO, an app registry, and per-app cost attribution with budgets and caps. Recent releases aimed at the developer workflow: the Tray Sync CLI clones projects locally for version control and environment promotion, JSONata inline functions query data inside a step input without a separate Transformer step, Log Masking hides sensitive step inputs and outputs from execution logs, and CSV export now covers Insights and Usage data. A new Salesforce Polling Trigger starts workflows on record creates or updates via SOQL, with scheduling handled by Tray. It's built for enterprise buyers — SOC 1, SOC 2, HIPAA, GDPR, on-premise SSO, regional hosting, and unlimited workspaces at the top tier. Where MuleSoft and Boomi sell integration suites and n8n sells cheap automation, Tray positions governance itself as the product rather than an upsell on top of it.
Key features
- 700+ pre-built connectors behind one credential store and one access model
- Merlin Agent Builder for no-code conversational and autonomous agents
- Agent Gateway for MCP with governed, managed MCP servers
- Publish composite MCP tools assembled from Tray workflows
- Tray Helix governed runtime for apps built in Claude Code, Codex, or Cursor
- One-command deploy from AI coding assistants to a managed runtime
- App Registry marketplace for publishing and self-serving approved apps
- Per-app and per-team LLM, token, and compute cost attribution with budgets and caps
- Guardian Log Masking hides step inputs and outputs in execution logs
- Tray Sync CLI for cloning projects locally and promoting between environments
- JSONata inline functions query data inside a step input without a Transformer step
- Tray Headless plugins for Claude Code and OpenAI Codex CLI with workspace selection at OAuth2 sign-in
- MCP dynamic authentication running tools with end-user credentials (GA)
- MCP regional endpoints for EU and APAC workspaces
- Salesforce Polling Trigger starts workflows on record creates or updates via SOQL
Behind the verdict
Most buyers come to Tray.ai after the same bad week: an agent built in a department nobody tracks starts touching production data, and no one can say who approved it or what it costs per month. The platform's real pitch is that every artifact — integration, automation, agent, MCP tool, vibe-coded app — is registered and owned. That's a governance-first architecture rather than a governance add-on. Pick Tray.ai when you have several of these at once: integrations to migrate, agents heading for production, MCP servers to expose safely, and apps flowing out of Claude Code or Codex faster than IT can vet them. Helix is the part competitors don't match cleanly — one-command deploy into a managed runtime with SSO, managed auth so nobody hardcodes secrets, and per-app token and compute budgets. Pass if you need automation and nothing else. A ten-person team wiring up three SaaS tools should look hard at n8n first; Tray's value shows up at the governance layer, and you'll pay for capability you won't use. Teams without audit, compliance, or cost-attribution obligations should also be honest with themselves — this is enterprise-shaped software. Against MuleSoft and Boomi, the differentiation is the AI artifact story and speed of delivery. Tray cites customers replacing both on one platform, and 700+ connectors mean you're not trading coverage for the newer features. Against n8n, you're paying for regional hosting, HIPAA, Guardian Log Masking, and the registry. Where it bites: pricing is sales-led, so budget discovery is a conversation rather than a card swipe. Task-based scaling sounds generous until you're modeling agent and MCP usage at volume. And the governance model only helps if teams actually publish through it — a shadow integration in someone's personal workspace
Models under the hood
as of 2026-10-23
Limitations
- The platform is a broad orchestration suite spanning iPaaS, MCP governance, and a separate Helix runtime for AI-built apps, so agent work and Helix carry distinct pricing/packaging from core integration.
- Underlying models are only referenced generically as "OpenAI LLM" and "Claude LLM" connectors, with no specific model versions named in the reviewed pages.
- Positioning targets enterprise integration and governance (audit, observability, cost management), implying setup geared toward teams rather than solo operators.
as of 2026-10-19
Researching Tray.io? Get your full AI stack in 60 seconds.
Free, no signup — tell us your goal and get tools matched to your budget & existing stack.
Is Tray.io still active?
Tray.io is live · pricing from $50/mo · last verified 23 Oct 2026 · viability healthy.
Viability score
How well maintained and how widely used is Tray.io? Built from what the vendor actually publishes (docs, changelog, tutorials, integrations, pricing), whether the site is live, and how much real users discuss it. How we calculate this
Last calculated: October 2026
How we score →What's new in Tray.io
Checked 11 days agoAcross the latest 5 updates: 5 feature updates.
New Salesforce Polling Trigger connector
Starts workflows on matching Salesforce record creates or updates via a SOQL query, with scheduling handled by Tray.
Export usage data as CSV
Usage data can now be exported as CSV from both the Insights and Usage pages.
JSONata inline functions
JSONata queries now run directly in a step input field without adding a separate JSON Transformer step.
Tray Sync CLI
Clones projects to a local directory for version control and promotion between Tray environments.
Log Masking for sensitive data
Admins and Workspace Admins can hide workflow step input and output values in execution logs, covering PII, credentials and financial records.
What do users say about Tray.io?
What people actually say about Tray.io — is it worth it?
We ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool.
ResearchedDiscussed by users across 3 sources (Hacker News, YouTube, Product Hunt) · researched Oct 10, 2026.
Weighted by the 19 posts each of 3 sources contributed.
- +700+ connectors sit behind one credential store and one access model — real governance, not marketing.
- +Merlin Agent Builder gives non-coders a path to conversational and autonomous agents with guardrails.
- +Agent Gateway turns existing connectors into governed MCP tools instead of bolting on a separate layer.
- +Helix runtime takes Claude Code, Codex, and Cursor apps to production in one command.
- +Per-app and per-team LLM spend attribution with budgets and caps is rare in this category.
- −No substantive Reddit, Stack Overflow, or GitHub discussion exists to validate day-to-day reliability claims.
- −Sales-only pricing with no public floor makes budget planning hard for small and mid-size teams.
- −The YouTube review surface is dominated by a single channel with near-identical, ad-like titles.
- −Community feedback predates the current AI-agent positioning — most praise is from launch-era Tray.
- −The n8n open-source thread put Tray's category on the defensive about marketing honesty.
- • No public pricing floor — every tier requires a sales conversation, so realistic TCO is unknown until late in the cycle
- • Agent Development add-ons sit on top of base tiers, potentially stacking cost meaningfully for AI-heavy teams
- • LLM, token, and compute spend flows through Helix and is metered — budgets and caps exist precisely because overruns are a real risk
- • Enterprise-only features (HIPAA, regional hosting, on-prem SSO) likely mean a jump tier for regulated buyers
How we verified this
Every listed fact about Tray.io— pricing, features, links, status — is re-read from the vendor's own pages by our verification pipeline and each change is logged with a date; the last pass ran on 23 Oct 2026. Pages mix model-assisted synthesis with human review; see how we verify.
Verification history
We have re-verified Tray.io 23 times since . Each pass re-reads the vendor's own pages and re-checks every listed field against that evidence; passes where nothing had changed are marked as such.
- — changed summary, description, features, who it suits, our verdict, pricing tiers, who should skip it, limitations, pricing page
- — changed pricing fit, who it suits, use cases, summary, description, who should skip it, setup time, our verdict, pricing tiers, features, hidden costs, switching out, switching in, limitations
- — changed features, description, summary, who it suits, our verdict, pricing tiers, who should skip it
- — changed models, limitations, pricing page
- — changed website status
- — changed summary, integrations, features, who it suits, who should skip it, description, our verdict, pricing tiers
Showing the 6 most recent of 23 verification passes.
Free to cite with attribution — this page re-verifies continuously.
How much does Tray.io cost in 2026?
Tray.io: Plans from $50/mo. Pricing last verified 23 Oct 2026.
Plans compared
Every published Tray.io tier, its price as the vendor publishes it, who it fits, and what it adds over the tier below. The 12-month cost projection follows.
| Plan | Price | Billing | Who it's for |
|---|---|---|---|
| Helix | From $50/moVendor: “Starts at $50/mo” | monthly | — |
| Pro | Talk to sales | quote | A single team proving one use case — a lead-routing automation or one internal agent — before committing to a departmental rollout.Adds: Starting tier: 3 workspaces, 7-day insights, 7-day log retention, 700+ connectors, Tray Build, and full API access. |
| Team | Talk to sales | quote | One department running several use cases with a security review, such as RevOps plus support ops sharing a workspace budget.Adds: Adds 20 workspaces, 30-day insights, log retention management, Guardian Log Masking, and access to all add-ons. |
| Enterprise | Talk to sales | quote | Multi-department and partner deployments where compliance, data residency, and cross-team reporting are procurement requirements.Adds: Adds unlimited workspaces, 180-day insights, advanced on-premise SSO, HIPAA and regional hosting, log streaming, and data engineering support. |
| Add-on: Agent Development | Talk to sales | quote | Teams building and governing agents or exposing connectors as MCP tools, on top of whichever iPaaS plan they run.Adds: Bundles Agent Gateway for MCP and Merlin Agent Builder, including composite MCP tools, 700+ connectors as MCP tools, and MCP dynamic authentication. |
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
Where the pricing makes sense
The company stage and team size where Tray.io's pricing actually pencils out — and where peers do it cheaper.
Tray.ai prices through three tiers plus an Agent Development add-on and a separately priced Helix product. Pro fits a single use case; Team fits one department's multiple use cases with 20 workspaces and log masking; Enterprise fits multi-department and partner deployments that need on-premise SSO, HIPAA, and regional hosting. Teams that only need connectors and scheduling will find n8n far cheaper, and MuleSoft or Boomi are the comparable enterprise-suite commitments to weigh.
Has Tray.io's pricing changed?
No plan price for Tray.io has moved since we began logging in Aug 2026; the pricing page is re-read on every verification pass.
Who should pick Tray.io?
Pick Tray.io if you are Enterprise IT and ops teams putting integrations, agents, and MCP servers under one governed layer, Organizations deploying apps from Claude Code, Codex, or Cursor that need an owner, SSO, and audit trail, Teams that must attribute and cap LLM, token, and compute spend per app and per department, Companies replacing MuleSoft, Boomi, or scattered automation tools with one platform.
Look elsewhere if you are Projects with a handful of integrations and no agents, MCP services, or AI-built apps to govern, Teams without compliance, audit, or cost-attribution requirements, Anyone expecting a published, card-swipe price for the Pro, Team, or Enterprise tiers.
Skip it if Skip Tray.ai if you need a weekly automation for a handful of apps and have no agents, MCP services, or AI-built apps that need an owner, SSO, and an audit trail.
GeneratedReal-world workflow fit
Concrete scenarios for the personas Tray.io actually fits — and what changes day-one when you adopt it.
Your product team ships three internal apps a month out of Claude Code and Cursor and nobody knows who owns them. You install the Tray Headless plugin, point the team at Helix, and deploy each app to the managed runtime with one command.
Outcome: Every app gets an owner in the App Registry, SSO and managed auth replace hardcoded secrets, and per-app cost attribution caps spend before finance asks about the bill.
You wire lead routing from Salesforce to NetSuite in Tray Build using the new Salesforce Polling Trigger so a matching record create or update via SOQL starts the workflow.
Outcome: The automation inherits the shared credential store and audit trail, and you can clone the project with the Tray Sync CLI to promote it from staging to production without a rebuild.
Your team wants agents to query Salesforce and Snowflake through MCP, but legal won't approve a shared service account. You turn on MCP dynamic authentication so tools run with the end user's credentials.
Outcome: Agent Gateway publishes only the approved connectors and composite tools, Guardian Log Masking hides sensitive step values, and the audit trail shows exactly which user pulled which record.
Use cases
- Govern apps built in Claude Code, Codex, or Cursor with SSO, audit logs, and per-app budgets
- Build and deploy AI agents that deflect IT tickets through Slack
- Sync customer data across Salesforce, HubSpot, and Snowflake with AI transformations
- Publish your 700+ connectors as governed MCP tools for cross-department AI access
- Put integration workflows under version control and promote them between environments with the Tray Sync CLI
- Mask PII, credentials, and financial records in execution logs before sharing run history
- Track and cap LLM, token, and compute spend per app and per team
- Run MCP tools with end-user credentials instead of a shared service account
Setup time & first value
How long it actually takes to get something useful out of Tray.io — broken out by persona, not the marketing-page minute.
Platform ops lead: expect a scoping and connection phase before the first Helix deploy, then one command per app once the plugin is in place. RevOps manager: a first Salesforce-to-NetSuite automation is a working session in Tray Build, faster if you start from a template. Security engineer: MCP dynamic authentication and connector scoping is a reviewable configuration, but plan for the
Switching to or from Tray.io
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
- →From n8n: rebuild workflows in Tray Build and pick up the shared credential store, audit trail, and Guardian Log Masking that self-hosted n8n doesn't give you.
- →From MuleSoft: Tray's published customer stories describe replacing MuleSoft and Boomi on one platform, with integration delivery time cut sharply.
- →From Boomi: consolidate integration, automation, and MCP on one credential store instead of running a separate agent stack alongside it.
- →From Zapier: rebuild high-volume or governed processes in Tray Build and leave the low-stakes personal automations where they are.
- ↗To n8n: rebuild workflows in n8n's editor if governance and audit aren't requirements and per-execution cost is the deciding factor.
- ↗To MuleSoft: move back to an enterprise integration suite if your roadmap is API management rather than agents and MCP governance.
- ↗To raw coding assistants: skip Helix and deploy AI-built apps directly if you already have a managed runtime with SSO, auth, and cost controls.
Integrations
Resources & guides
- Documentationtray.io
Tray Documentation
Comprehensive documentation for Tray.ai's AI orchestration platform, developer resources, connectors, and help center.
- Resourcetray.io
Tray Documentation
Comprehensive documentation for Tray.ai's AI orchestration platform, developer resources, connectors, and help center.
- Resourcetray.io
Tray Academy | Tray.ai
Hands-on courses, certifications, and AI-infusion training for Tray.ai. Build automation skills and earn verifiable credentials.
- Guidetray.io
Guides, reports, and ebooks | Tray.ai
Industry reports, ebooks, surveys, and guides on AI orchestration, iPaaS, and enterprise integration.
- Resourcetray.io
Resources | Tray.ai
Blog, guides, webinars, videos, glossary, dev docs, Academy, and community resources for Tray.ai. Everything you need to learn, build, and evaluate.
- Resourcetray.io
Blog | Tray.ai
Tray.ai on agents, MCP, orchestration, integration, AI-native architecture — product updates, engineering deep dives, and thought leadership.
- Resourcetray.io
Release Notes
Helpful link from tray.io
Tutorials & Learning
Revolutionise your business with the power of automation - An introduction to Tray.io
Naonis
WorkatoとTray.ioの比較｜ビジネスワークフローに最適な自動化プラットフォーム
Jake's Tech Lab
How to login to Tray.io for enterprise ecommerce workflows - Detailed Guide
SmartPath Tutorials
YouTube returned 6 videos for “Tray.io”, and we withheld 3: 3 could not be judged, because “Tray.io” is a single word that other videos use for other things. Showing the 3 we can prove are about Tray.io.
What are the best Tray.io alternatives?
The closest alternatives to Tray.io we list are Zapier, n8n and TextCortex Zeno. Ranked by direct product-type match, not category overlap.
| Alternative | Pricing | Starts at | Last verified |
|---|---|---|---|
| Zapier | Freemium | Pricing not published | — |
| n8n | Freemium | Pricing not published | — |
| TextCortex Zeno | Freemium | Pricing not published | — |
Alternatives to Tray.io
View allZapier
Zapier connects 9,000+ apps into no-code workflows, plus one governed MCP connection for Claude, ChatGPT and Cursor.
n8n
n8n is a visual AI workflow automation platform where agents and 500+ integrations run on one readable, self-hostable canvas.
TextCortex Zeno
TextCortex Zeno puts governed, no-code AI agents inside Slack, Teams, and 30,000+ apps, with on-premise deployment on the table.
Tools that pair well with Tray.io
Common stack mates teams adopt alongside Tray.io, with the specific reason each pairing earns its keep.
Zapier
Zapier connects 9,000+ apps into no-code workflows, plus one governed MCP connection for Claude, ChatGPT and Cursor.
n8n
n8n is a visual AI workflow automation platform where agents and 500+ integrations run on one readable, self-hostable canvas.
TextCortex Zeno
TextCortex Zeno puts governed, no-code AI agents inside Slack, Teams, and 30,000+ apps, with on-premise deployment on the table.
Frequently asked questions
Best-of guides
Topics
Used Tray.io? Help shape our editorial sentiment research.