confidence

Confidence AI Plugin

Official Confidence plugin for AI clients. Access feature flags, experiments, and migration tools directly from your AI coding tool.

Installation

Claude Code

1. Install the plugin:

   claude plugin install confidence
   

2. Authenticate via OAuth:

   claude
   # Then use /mcp to connect to the Confidence MCP servers
   /mcp
   

   Follow the browser prompts to log in.

Local Development

git clone https://github.com/spotify/confidence-ai-plugins.git
claude --plugin-dir ./confidence-ai-plugins

Features

This plugin provides access to Confidence tools across these categories:

• Feature flags - Create, list, update, archive, and resolve feature flags
• Migration - Migrate feature flags from PostHog to Confidence

Slash Commands

• /confidence:migrate-posthog - Migrate feature flags from PostHog to Confidence SDK

Example Usage

> List my feature flags
> Create a flag called new-checkout with a boolean schema
> /migrate-posthog plan flag
> /migrate-posthog plan code

MCP Servers

Server	Endpoint	Description
confidence-flags	https://mcp.confidence.spotify.com/mcp/flags	Feature flag management
confidence-docs	https://mcp.confidence.spotify.com/mcp/docs	Confidence documentation

Documentation

• Confidence documentation
• OpenFeature SDK integration