Ask your assistant about the work already in Qardora
Qardora now supports optional Model Context Protocol (MCP) connections. A compatible assistant can read permitted workspace records, survey results and aggregate statistics. This gives teams another way to retrieve context without copying it between screens. Workspace administrators manage these connections in Integration Center; team members continue using Apps with their existing permissions.
Preparation stays separate from approval
With the required options and scopes, an assistant can prepare a card, a card clone or a payment-link request. You open the saved request in Qardora, review the exact details and confirm it there. MCP does not provide a confirmation tool. An assistant cannot approve its own proposal, and creating a payment link does not charge the customer. Qardora rechecks access and limits when you confirm.
Connect a compatible client
Enable MCP on the workspace plan; preparing creation requests also requires AI / remote prompts. Register the client’s exact callback URL in Integration Center, copy the endpoint and client ID, then authorize the requested scopes in your browser. Clients must support pre-registered OAuth clients, PKCE and protocol negotiation. Automatic client registration and refresh tokens are not currently enabled, so reconnect after expiry. Administrators can revoke connections and review usage. Start with read-only access and add preparation scopes when your team is ready.