Confirm FAQs

Question 1

What is Confirm and how does it benefit AI assistants?

Accepted Answer

Confirm is a Model Context Protocol (MCP) server that enables AI assistants to solicit user confirmation and clarification. It enhances AI reliability by providing standardized tools for confirming actions, clarifying ambiguous requests, and verifying understanding before execution.

Question 2

Does Confirm provide logging or analytics for user interactions?

Accepted Answer

Yes, Confirm logs all confirmation interactions to a file for audit purposes. The log includes timestamps, request/response data, response times, and success/failure status, and it also offers tools for statistical analysis of this history.

Question 3

How does Confirm ensure reliable communication between AI and users?

Accepted Answer

By implementing the true MCP Elicitation protocol, Confirm defines user input structures with JSON Schema. AI sends requests, and users respond with structured data, ensuring clear, reliable, and auditable communication.

Question 4

What specific types of user interactions can Confirm handle?

Accepted Answer

Confirm supports various elicitation types including asking yes/no questions, confirming actions with impact details, clarifying user intent by presenting options, verifying AI's understanding, and collecting user satisfaction ratings on AI responses.

Question 5

Is Confirm compatible with major AI development environments?

Accepted Answer

Yes, Confirm is designed as an MCP server for easy integration. It provides direct configuration examples for popular environments like VS Code and Claude Desktop, running on Node.js.

Confirm

Confirm

Key Features

Use Cases

Key Features

Use Cases