MCP 服务器

Kumiki A/B

MCP-first A/B testing server that enables agents to manage experiments (create, update traffic splits, read results, apply winning variants) from tools like Claude Code, with self-hosted Cloudflare backend.

README

Kumiki A/B

Agent-native A/B testing. Free, self-hosted, MCP-first.

Run experiments from Claude Code. Apply winning variants to 100% of traffic — no paywall, no SaaS bill.

Quickstart

# 1. Deploy your backend
npm create kumiki@latest ab
# Follow printed steps: wrangler d1 create → paste id → migrations apply → wrangler deploy

# 2. Add the snippet to your site's <head>
# <script src="https://<your-worker>.workers.dev/s.js?site=SITE_ID"></script>

# 3. Mark conversions
# window.KUMIKI.track('purchase', { value: 4980 })

→ Full install guide — CLI, Deploy-to-Cloudflare button, agent-native, GTM (3-tier), and marking conversions (Step 3).

Why

Every A/B tool charges you for the one thing that actually matters: applying the winner.

VWO, Optimizely, and Optimize Next all gate "winning variant → 100% rollout" behind paid plans (¥100k+/mo). Kumiki A/B makes it free, self-hosted, and fully operable by an AI agent via MCP.

Hero features

Win-pattern application — free. Roll the winning variant to 100% of traffic with a single MCP call.
MCP-first. Every operation — create test, update traffic split, read results, apply winner — is callable from Claude Code. No dashboard required.
Self-hosted on Cloudflare. Experiment data is self-collected into your own D1 — never pulled from a third party. You don't even need GA4 configured to run kumiki; if you have it, we emit events out to it. Zero vendor lock-in.

Stack

Layer	Tech
Snippet	Lightweight JS (`<head>`) — anti-flicker, sticky bucketing, fail-open, self-collected exposure/conversion events (emitted to GA4 too)
API	Cloudflare Workers + Hono + D1
MCP server	Full REST coverage for Claude Code
Dashboard	Next.js 15 + visual editor (iframe)
Stats	Bayesian (beta-binomial) — peeking-resistant
Events	Self-collected store in your own D1 — user-based, windowed; emitted out to GA4/webhook, never pulled