MCP surfaces for external agents and AI workspaces

Connect Clous context into ChatGPT, Claude, and future agent environments so teams can ask questions and trigger workflows where they already work with AI.

Model context protocol

See it in action

One protocol, every surface

Register Clous once through MCP and it becomes available in every compatible AI workspace.

Live context, not static docs

Agents query real-time workforce data instead of stale exported files.

Consistent permissions

The same access rules apply no matter which MCP client is asking.

Expose Clous context beyond the Clous app

MCP makes Clous data and actions available inside trusted agent surfaces without rebuilding the whole product interface.

  • Bring Clous context into external AI workspaces

  • Support question-answering and guided actions with governed data

  • Prepare for more agent surfaces without duplicating integration work

Built for how HR teams actually work

Built for the agent era

As more teams work through AI agents, Clous meets them at the protocol level instead of building one-off integrations.

No vendor lock-in

MCP is an open standard, so you’re not tied to a single AI assistant provider.

Governed like everything else

Every MCP-triggered action passes through the same audit and permission layer as the rest of Clous.

How it fits into your workflow

Current MCP surfaces

Start with the AI environments your team already uses.

01

ChatGPT

Use Clous context in ChatGPT for structured HR questions, analysis, and guided actions.

02

Claude

Ask Clous about talent data and workflows inside Claude with governed access to business context.

What teams get

  • Faster answers

    Teams get workforce answers in seconds instead of opening a separate dashboard.

  • Fewer exports

    No more pulling spreadsheets just to hand data to an AI tool.

  • Consistent governance

    Every surface enforces the same permissions, regardless of which agent is asking.

Frequently asked questions

  • Model Context Protocol is an open standard that lets AI assistants securely query external tools and data — Clous exposes talent context through it.

  • Currently ChatGPT and Claude, with more agent surfaces added as they adopt the standard.

  • Yes, every MCP connection is scoped to the permissions of the connecting user’s Clous role.

  • No, connecting an MCP-compatible assistant to Clous takes a few minutes of configuration, no custom integration required.

Need Clous inside another AI surface?

We can package the right context and actions into the external agents your team already uses.