Browse all articles

Connect AI Agents via MCP

Growee runs an MCP (Model Context Protocol) server for your workspace. MCP is an open standard that lets AI assistants connect directly to the apps where your data lives. With one connection, an agent such as Claude, ChatGPT, or Codex can query and manage your Growee data in plain language, without a custom integration.

This article is for anyone who wants to work with their Growee data from an AI agent. Everything the agent does runs inside your own roles and permissions, so it can only see and change what you already can.

What you can do with MCP

Once an agent is connected, you can ask it about your Growee data or have it carry out actions for you. Because the agent inherits your permissions, it reaches the same employees, time logs, holidays, projects, and tasks you have access to in the app.

Typical requests include:

  • “Show me all active employees”
  • “List my pending holiday requests”
  • “Request a holiday tomorrow”
  • “Log 8 hours in my timesheet”
  • “Get my recent timesheets”
  • “Show tasks assigned to me”

Find your MCP server URL

All setup starts from one page in Growee.

  1. Open Configurations → Integrations.

The Integrations catalog with the AI Agent card

  1. Select AI Agent Integration.
  2. Copy the MCP server URL shown near the top of the page. It looks like https://<your-company>.growee.net/mcp/restify.

The AI Agent Integration page in Growee, showing the MCP server URL with a Copy button and setup cards for ChatGPT, Codex, and Claude

The same page has a setup card for each supported agent: ChatGPT (Browser), Codex (Desktop), Codex (CLI), Claude (Browser), Claude (Desktop), and Claude (CLI). Select a card to open step-by-step instructions for that agent, with the server URL ready to copy.

Note: Your server URL is specific to your company workspace. Use the exact value from your own AI Agent Integration page rather than copying an example.

Connect Claude in your browser

Selecting the Claude (Browser) card opens a dialog with the exact steps. In Claude:

  1. Go to Settings → Connectors.
  2. Click Add, then Add custom connector.
  3. Enter a name (for example, “Growee”) and paste the MCP server URL from the dialog. Leave Advanced settings empty.
  4. Click Save, then sign in with your Growee account to authorize the connection.

The Claude Browser Integration dialog in Growee, listing the four connector setup steps, the MCP server URL, and example queries

To use it, open any chat, open the tools menu in the composer, enable Growee, then ask about your Growee data. The setup dialog also links to Claude’s own connectors documentation if you need more detail.

Connect other agents

Each agent has its own card on the AI Agent Integration page, and each card opens a dialog with steps written for that client:

  • ChatGPT (Browser) connects Growee to ChatGPT in your browser.
  • Codex (Desktop) and Claude (Desktop) connect the desktop apps.
  • Codex (CLI) and Claude (CLI) connect the agents in your terminal.

Open the card for the agent you use and follow the instructions there. In every case you paste the same MCP server URL and sign in with your Growee account.

MCP client tokens

Browser, desktop, and CLI agents sign in with your Growee account, so they act as you. For scripts, headless clients, or any tool that cannot sign in interactively, use a token instead.

On the AI Agent Integration page, select MCP Client Tokens to create scoped tokens for MCP clients. A token lets a client connect without an interactive sign-in while still respecting Growee permissions.

Permissions and security

MCP does not widen what an agent can access. Every request runs inside your existing roles and permissions, so a connected agent can only read and change the data your account already allows. To review who can do what, see Roles and permissions.

Because agents act with your access, connect only the agents you trust, and remove any connector you no longer use from the agent’s own settings.

Need more help? Contact support or email support@growee.net.