Unable to connect MCP to Foundry using project name: PowerShell script parameter error

[Menghua1]

Describe:
When testing Microsoft Foundry integration, connecting an MCP server with Option 2 (project name) using the follow command:

.\scripts\Setup-AIFoundry-Connection.ps1 `
  -AIFoundryProjectName "YOUR-PROJECT-NAME" `
  -ResourceGroup "YOUR-RESOURCE-GROUP"

The script fails and reports that both -AIFoundryProjectName and -AIFoundryAccountName parameters are required, as shown in the image below.

Repro Steps:

1. Run git clone https://github.com/AzureCosmosDB/MCPToolKit.git and cd MCPToolKit.
2. Deploy Infrastructure via Azure Developer CLI (azd up).
3. Run .\scripts\Deploy-Cosmos-MCP-Toolkit.ps1 -ResourceGroup "YOUR-RESOURCE-GROUP" -EntraAppName "My Custom MCP App".
4. Run

.\scripts\Setup-AIFoundry-Connection.ps1 `
  -AIFoundryProjectName "YOUR-PROJECT-NAME" `
  -ResourceGroup "YOUR-RESOURCE-GROUP"

Environment:

• OS: Windows
• Azd version: azd version 1.21.3 (commit b01891fc63b1faf9a9633cdc630deab0b4d569c4).

Expected behavior:
The command to connect MCP to Foundry using the project name runs successfully.

Suggestion:
The command to update Option 2: Using Project Name is:

.\scripts\Setup-AIFoundry-Connection.ps1 `
  -AIFoundryProjectName "YOUR-PROJECT-NAME" `
  -AIFoundryAccountName "YOUR-ACCOUNT-NAME" `
  -ResourceGroup "YOUR-RESOURCE-GROUP"

@sajeetharan and @hemarina for notification.