Documentation

WhatWins MCP

Connect Claude, ChatGPT and compatible MCP clients to verified WhatWins market intelligence.

Remote MCP · OAuth 2.1

Verified market intelligence, inside your AI.

Connect Claude, ChatGPT or a compatible MCP client to WhatWins ads, organic posts, traffic, products and shop intelligence.

ClaudeChatGPT MCP clients
Server URL
https://whatwins.io/api/mcp
OAuth discovery enabled
New here? Start with the 3-minute setup.Connect your first client →

WhatWins MCP is a remote, read-only Model Context Protocol server. It gives an AI client bounded access to the same verified ad, organic, traffic, product and shop datasets used by WhatWins AI.

What you can ask

Once connected, ask naturally. Your AI client chooses the right WhatWins tool and supplies its arguments.

Compare the last 6 months of traffic for Gymshark and Alo Yoga.

Find the longest-running active Meta video ads for skincare brands in the US.

Show me breakout TikTok posts about electrolyte powders from the last 30 days.

Discover Shopify stores selling red-light therapy masks with at least 100k monthly visits.

What the server exposes

CapabilityCoverage
Paid creativeVerified Meta and Google ads
Organic contentInstagram, TikTok and YouTube posts
Shop signalsTraffic, live-ad history, positioning, markets and tech
CommerceTracked-shop products and global product discovery
UsageShared WhatWins AI credit balance through whatwins://usage

Read-only by design

The MCP server researches and compares data. It cannot edit your workspace, launch ads, message people or publish content.

Server URL

Use the same remote endpoint in every supported client:

https://whatwins.io/api/mcp

Claude and ChatGPT discover WhatWins OAuth automatically. CLI and raw HTTP clients may instead use an organization-scoped ww_mcp_ key.

Next step

Follow Get started for the shortest path, or open the integration guide for Claude, ChatGPT, or Claude Code.