Google Analytics MCP server: official vs hosted. Which should you use?

Use Google's official Google Analytics MCP server if you're a developer who wants a free, open-source tool for GA4 alone and is comfortable with Python and Google Cloud. Use a hosted server like Jepto if you want to connect from Claude or ChatGPT in minutes, without setup, and query GA4 together with ads and search data across many clients.

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Side by side

Side by side

Same GA4 data, very different setup

Google's server runs on your computer by default and covers GA4 only. Jepto's is hosted and covers GA4 plus your other marketing sources.

	Google's official server	Jepto (hosted)
Where it runs	On your computer (pipx run analytics-mcp), or self-hosted as an HTTP server	Hosted at mcp.jepto.com
Setup	Python 3.10+, pipx, gcloud CLI, a Cloud project with the Analytics Admin and Data APIs enabled, Application Default Credentials	Add from Claude's directory or ChatGPT's Plugins, then sign in
Sign-in	Application Default Credentials through gcloud, or Google OAuth if you host it	OAuth with PKCE
Works in	GeminiClaudeGemini CLI, Gemini Code Assist, Claude Code	ClaudeChatGPTGeminiClaude, ChatGPT, Gemini CLI, Claude Code, Cursor, VS Code, Antigravity
Data	GA4 only	GA4, Google Ads, Search Console, Meta, Microsoft, LinkedIn, TikTok and X Ads, Business Profile, Shopify (beta), Xero, BigQuery
Changes to GA4	Annotations, custom dimensions and key events, with --allow-write and the edit scope	None
Cost	Free, open source (Apache-2.0)	Included on every Jepto plan, from $10/month

Sources: github.com/googleanalytics/google-analytics-mcp, github.com/jepto/mcp and jepto.com/pricing, checked November 5, 2026.

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Which should you use?

The official server is the better choice for a developer working on their own GA4 properties. A hosted server is the better choice when the people asking aren't developers, or when the question needs more than GA4.

Which should you use?

It comes down to who's asking and what they ask about

Both are good tools. They suit different people.

Google's official server

• You only need GA4, for your own properties
• You already use Gemini CLI or Claude Code
• You have a Google Cloud project
• You want to create annotations, custom dimensions or key events from chat
• You want to run or host it yourself, free

A hosted server like Jepto

• You want the Claude or ChatGPT apps, not a terminal
• Your team won't install Python or set up gcloud
• You manage many clients and want each question scoped to one
• You need GA4 next to ad spend and Search Console in one answer

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How setup compares

You run the official server yourself, so you set up Python, Google Cloud and credentials first. Follow its README for exact commands. With Jepto you connect GA4 once and add Jepto in your AI app. Step-by-step: How to connect GA4 to Claude.

Setup, step by step

Four technical steps vs two simple ones

What it takes to ask your first GA4 question with each option.

Google's official server

1. Install pipxNeeds Python 3.10 or later.
2. Enable the APIsAnalytics Admin API and Data API in a Cloud project.
3. Set up credentialsgcloud auth application-default login with the analytics.readonly scope.
4. Configure your clientAdd analytics-mcp with GOOGLE_APPLICATION_CREDENTIALS and GOOGLE_CLOUD_PROJECT.

Jepto

1. Connect GA4 in JeptoSign in with Google and pick your properties.
2. Add Jepto in Claude or ChatGPTFrom Claude's directory or ChatGPT's Plugins, then sign in.

Exact commands for the official server are in its README on GitHub.

Google's official serverStep 0 of 4

$ pip install --user pipx

# Enable Analytics Admin and Data APIs

$ gcloud auth application-default login --scopes ...

$ claude mcp add analytics-mcp -e ... -- pipx run analytics-mcp

JeptoStep 0 of 2

Connect Google Analytics 4

Connect

Jepto in Claude

Connect

Ready to ask

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FAQ

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Next: Compare marketing MCP servers · Jepto MCP on GitHub

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