Empower your agents to operate any software system.

Caylex makes AI agents fluent at working across industry-specific software systems.

Caylex Platform

Connect, orchestrate, and govern every system your agents touch:

Connect

Ingest any API, web app, or database

Ingest API specs, docs, or browser interactions to create an MCP — unlock the long tail of industry-specific tooling for your agent.

Design and test your MCP

Curate your toolset and design tools for your workflows. Automated tests validate the server and dependencies between tools.

Keep servers in sync as APIs evolve

Automatic server versioning detects API updates and versions your generated server with new tools.

Orchestrate

Find the right tools and context efficiently

Adaptive tool search finds the tools your agent needs, while a context map shows where information is stored across connected systems.

Learn from every edge case to prevent errors

Caylex learns from real-world usage to create tool execution guidance that prevents repeat errors.

Learn domain-specific expertise on the fly

Custom Skill files teach your agent domain-specific procedures and workflows.

Govern

Handle every authentication method

OAuth, API keys, cookies, query params — managed at the team or per-user level with no custom code.

Enforce risk-aware tool permissions

Scope what each agent can do by user access level and the risk profile of each action.

Monitor every action with full visibility

Drill into tool traces to see which agents are doing what, on whose behalf, and where risks or errors emerge.

Caylex can power your agents in two ways.

Embed Caylex agents

Embed Caylex agents into your software platform, connected to your integrated systems and data.

For:Vertical Software PlatformsERP Providers

Replace complex point-and-click workflows with conversation
Users automate end-to-end flows through chat, while the agent navigates your frontend and visually presents completed work.
Take action across your platform and every connected system
The agent connects natively to your platform's underlying API and orchestrates across external integrations through the Navigator.
Embed in minutes, not months
Drop in one React component to get an agent chat widget, fully configured with your MCPs, permissions, and branding.

Bring your own agents

Run your own agents on Caylex infrastructure, with custom connections to any external system.

For:Vertical AI Companies

One connection to every system
Plug your agent into the Navigator and reach every connected system — swap or update MCPs anytime without re-configuring agent code.
Reliable, safe, token-efficient actions at scale
The Navigator guides reliable, safe actions through a simple toolset that stays token-efficient even at hundreds of connected systems.
Visibility across every agent in your org
Track which agents access what, audit every action, and scan connected servers for security vulnerabilities.

Caylex Learns From Every Action

Your agent's connected systems form an information network that gets smarter as your agents work.

With every action, Caylex discovers and refines context — making your agents more reliable, safe, and efficient.

Why teams build on Caylex

Reach the context that matters

Seamlessly unlock valuable context for your agents in industry-specific platforms and internal systems.

Make your platform agentic in days

Embed a Caylex agent into your platform — fluent in your data and ready to act across every connected system.

Reliable across every system

Reliability gets harder as agents touch more live systems. Caylex keeps tool selection sharp, errors recoverable, and context current — even at hundreds of connected systems.

Govern every agent, every action

See every action, enforce permissions per agent and user, and audit every execution — across agents built in-house, embedded, or third-party.

Connect agents to the world.

Verticals