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Solutions / Engineering & DevOps

Ship integrations and agents at the speed your team builds.

For the engineers who own the integration platform, the agent infra, or both. Tray.ai is what teams move to when in-house glue and legacy iPaaS slow them more than they help.

Crowdstrike integration speedup after replacing MuleSoft
10×
Airbnb project timeline after replacing MuleSoft
8 weeks → 1 week
more builders through composable development at Yext
developer velocity at HackerOne

Engineers don’t need another tool. They need the friction removed.

Crowdstrike, Airbnb, Yext, HackerOne — the pattern is the same: legacy iPaaS slowed them more than it helped. Tray.ai handles connectors, retries, observability, and governance. Custom code drops in anywhere you need control. Teams ship at the speed they actually build.

What engineering teams use Tray.ai for

Replace legacy iPaaS

Intelligent iPaaS covers integration, process automation, API management, embedded — same platform. Crowdstrike ships 10× faster after replacing MuleSoft. Yext migrated 100+ services in 3 months at 60%+ cost reduction.

Headless and low-code in the same platform

Write code where you need control; compose visually where you want speed. JavaScript and Python drop in anywhere, no context switching.

MCP without the security horror

Agent Gateway publishes 700+ Tray connectors as governed MCP tools — RBAC, observability, audit logging, rate limits — replacing developer-built open-source MCP servers with a centrally managed layer.

Production agents

Merlin Agent Builder plus the connector library — Apollo, Life360, Wavo all started here.

integration delivery speed

“Since implementing Tray, we've quadrupled our integration delivery speed. More integrations mean happier customers that can respond to cybersecurity vulnerabilities even faster.”

Martijn Russchen
Product Lead, HackerOne

Frequently asked questions

Is this no-code? I want to write code where it makes sense. +

Both. Tray.ai is no-code-first for the common patterns and lets you drop into custom code anywhere — JavaScript or Python steps, your own scripts, your own modules. The point is removing the friction on the boring 80% of integration work, not replacing your engineering judgement on the rest.

How is this different from LangChain / a build-it-yourself agent? +

Tray gives you the parts the in-house build skips — guardrails, audit trails, RBAC, governed MCP, 700+ pre-built connectors usable as agent tools. The model is your choice. The platform is what makes the agent shippable to production.

What about MCP? +

Agent Gateway lets you publish 700+ Tray connectors as governed MCP tools — replacing developer-built open-source MCP servers with one centrally managed layer. A global insurer consolidated department-level MCP servers into a single governed control plane with zero raw system access remaining.

Where's the dev documentation? +

docs.tray.ai (developer reference), academy.tray.ai (training), and community.tray.ai (Q&A and patterns).

See how Engineering & DevOps teams use Tray.ai

Walk through your real systems with someone who's been there.