Confidence

<p align="center"> <img src="assets/logo.svg" alt="Confidence" width="120" /> </p>

<h1 align="center">Confidence AI Plugin</h1>

<p align="center"> Official Confidence plugin for AI coding tools. Manage feature flags, experiments, onboarding, and migrations right from your agent. </p>

<p align="center"> <a href="https://confidence.spotify.com/docs/introduction"><img alt="Docs" src="https://img.shields.io/badge/docs-confidence.spotify.com-6E56CF"></a> <a href="./LICENSE"><img alt="License" src="https://img.shields.io/badge/license-Apache--2.0-blue"></a> <a href="./CHANGELOG.md"><img alt="Version" src="https://img.shields.io/badge/version-0.6.0-informational"></a> </p>

✨ Highlights

• Manage feature flags without leaving your editor: create, list, update, target, resolve, and archive flags from Claude Code, Cursor, Codex, or Gemini CLI
• One-command migrations from PostHog, Eppo, Statsig, or Optimizely (flags and SDK code; Optimizely also migrates users, teams, roles, policies, and Flag clients)
• Guided onboarding: spin up a Confidence account, invite teammates, create SDK clients, and connect a warehouse without reading a setup doc
• Docs on tap: search Confidence documentation and SDK integration guides inline while you code
• Works with every major AI coding assistant through the same MCP servers

ℹ️ Overview

Confidence is Spotify's feature flagging and experimentation platform, built on the OpenFeature standard. This plugin exposes Confidence's flag management, documentation, and migration tooling as MCP servers and slash commands, so you can create a flag, plan a migration off another platform, or onboard a new workspace directly from your AI coding assistant's chat.

⬇️ Installation

Claude Code

claude plugin install confidence

Cursor

From the Marketplace: open Cursor Settings → Plugins, search for Confidence, and click Install.

Manual setup: add the MCP servers to .cursor/mcp.json in your project (or ~/.cursor/mcp.json globally):

{
  "mcpServers": {
    "confidence-flags": {
      "url": "https://mcp.confidence.dev/mcp/flags"
    },
    "confidence-docs": {
      "url": "https://mcp.confidence.dev/mcp/docs"
    }
  }
}