MCP For Claude Marketplace
Douyin Live Commerce Math

Douyin Live Commerce Math MCP Connector for Claude

A+

Deterministic economic funnel and GMV calculator for Douyin/TikTok live streams.

3 tools Official Updated Oct 1, 2026 Official Vinkius Partner
More Details Connect to Claude

This MCP server provides a deterministic mathematical engine for analyzing the economic funnel of Douyin and TikTok live commerce. It allows creators to calculate key performance indicators such as unique clicks, total orders, Gross Merchandise Value (GMV), and net revenue. By using calculate_stream_performance, creators can evaluate past stream success. The forecast_required_traffic tool enables precise planning by determining the exact viewer count needed to hit specific revenue targets, while analyze_funnel_efficiency helps identify bottlenecks in the user journey from view to purchase.

douyintiktokgmvconversionlive-commerce

3 tools expose this connector's capabilities to your AI agent.

analyze_funnel_efficiency

Analyze the effectiveness of different stages in the user conversion journey

calculate_stream_performance

Calculate total clicks, orders, GMV, net revenue, and engagement levels for a specific stream

forecast_required_traffic

Determine how many viewers are needed to reach a target GMV goal

See how to talk to your AI agent using Douyin Live Commerce Math.

What were my total clicks, orders, and GMV for a stream with 10,000 viewers, 30s average watch time, 3600s duration, 5% CTR, 10% conversion, 50 RMB AOV, and 5% commission?

For that stream, you had 500 unique clicks, 50 total orders, a GMV of 2,500 RMB, and a net revenue of 2,375 RMB.

How many viewers do I need to reach 10,000 RMB GMV if my CTR is 5%, conversion rate is 10%, and average order value is 100 RMB?

You will need 20,000 viewers to reach your target GMV of 10,000 RMB.

Analyze my funnel efficiency: 5,000 viewers, 8% CTR, and 5% conversion rate.

Your click efficiency is 8%, your purchase efficiency is 5%, and your overall conversion rate is 0.4%.

You can use the `calculate_stream_performance` tool by providing your total viewers, watch time, click-through rate, conversion rate, and average order value.

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