Data & Analytics · Amplitude + Claude
Amplitude MCP with Claude: Faster Product Insights from Natural Language
The short answer
Claude works with Amplitude through the Model Context Protocol, an open standard that lets Claude securely read data and take permitted actions in the tool. Once connected with an API key, Claude can answer questions about user journeys, funnels and events in natural language, helping product and growth teams make data-driven decisions faster.
What is Amplitude?
Amplitude is a digital analytics platform for product and behavioural data. It shows how people move through apps and websites, where they drop off and which features they use. Product managers, growth teams, data analysts and marketing leaders typically use it to understand user behaviour and decide what to build, fix or test next.
How Claude connects to Amplitude through MCP
The Model Context Protocol, or MCP, is an open standard that acts like a universal adapter between Claude and other software. It lets Claude use a tool securely, reading information and taking actions, with permissions that your organisation controls. Instead of exporting spreadsheets, your team can ask questions directly.
Once Claude is connected to Amplitude, it can typically look up user events, review funnel performance, compare cohorts and help draft dashboards. A product manager might ask why sign-ups fell last week and receive a structured breakdown with the steps where users left.
Permissions and approvals keep people in charge. We connect Claude with an API key scoped to the access it needs, typically read-focused for analysis. Any change that affects shared dashboards or live settings can require a named person to approve it before it happens, and all activity is logged.
What you can automate
Funnel drop-off investigation
A growth lead asks Claude which step in the onboarding funnel lost the most users this month and why. Claude reviews the funnel, compares it with the previous period and summarises the likely causes. The team then decides which experiment to run, saving hours of manual chart building.
Weekly product health summary
Each Monday, Claude can gather key metrics such as active users, retention and feature adoption from Amplitude and produce a short written summary. Product leaders receive the same report every week, in the same format, without someone assembling slides by hand.
Feature adoption review
After a release, a product manager asks how many users have tried a new feature and whether they returned. Claude can pull the relevant events, segment users by plan or region and highlight where adoption is strong or weak, supporting faster decisions about further investment.
Customer segment comparison
A marketing director wants to know how users acquired through two campaigns behave differently after sign-up. Claude can compare event patterns between the two groups and explain the main differences in plain language, so the team can adjust messaging with confidence.
Anomaly alerts for operations
An operations manager can ask Claude to flag unusual drops or spikes in key events. Claude can check recent data against typical patterns and draft an alert for the right person to review, helping the team respond before small issues grow.
An end-to-end workflow: Support-driven funnel investigation
TriggerCustomer support logs a rise in tickets about checkout problems.
Claude receives the ticket trend summary from the helpdesk system.
Claude queries Amplitude for checkout funnel events over the affected period.
Claude compares drop-off rates by device type, browser and region.
Claude drafts a findings note and posts it to the product team's workspace in Microsoft 365.
A product manager reviews the note and approves the next investigation or fix before any change is made.
OutcomeThe product team typically identifies the likely cause of a checkout problem in hours rather than days, with support, analytics and product working from the same evidence.
How we set it up
Free automation audit
We review how your product, growth and support teams use Amplitude today and identify the questions and reports worth automating. You leave with a clear list of priority workflows and an honest view of the benefits.
Secure API key connection
We connect Claude to Amplitude using an API key, stored securely and scoped to the access the workflows need. We set up the connection so credentials are never exposed in shared chats or documents.
Workflow design
We design the end-to-end workflow across Amplitude and your other systems, such as Microsoft 365, your CRM or your ticketing tool. Consequential actions are assigned to named approvers.
Testing with real cases
We test the workflow against past questions and known outcomes from your own data. We check accuracy, refine prompts and confirm that permissions behave as intended.
Launch, monitoring and training
We launch with audit logs and monitoring in place, then train your team to ask good questions and review results. Support continues as your needs grow.
Who benefits
- Product managers
- Get answers about user behaviour in minutes instead of waiting for analyst time.
- Growth and marketing leads
- Understand which campaigns and funnels bring users who actually stay.
- Data and analytics teams
- Spend less time on routine reports and more time on deeper analysis.
- Operations and executive leaders
- Receive consistent weekly summaries that support faster, evidence-based decisions.
Security and control
- Use an API key with the narrowest access needed, typically read-focused for analysis.
- Require named approval before any change to shared dashboards or live configuration.
- Log all queries and actions so every answer can be traced back to its source.
- Limit sensitive personal data in prompts and outputs, and mask identifiers where possible.
- Test thoroughly against your own data before wider rollout and review results regularly.
For teams in the US, UK, India and the Middle East
Organisations in the United States and the United Kingdom can host the workflow in the region that matches their data requirements. Indian organisations operating under the Digital Personal Data Protection Act, 2023 can keep data handling aligned with that law. Businesses in the UAE and Saudi Arabia can meet local data protection rules through regional hosting. We choose the hosting region with you to meet your legal and contractual requirements.
Learn more about Claude and MCP
Anthropic's AI model and assistant.
Secure links between Claude and business tools.
How engineers build and change software with Claude.
Hosted agents that run multi-step work.
The open standard Claude uses to connect to tools.
Frequently asked questions
What does the Amplitude MCP server do?
The Amplitude MCP server acts as a secure bridge between Amplitude and AI tools such as Claude. It lets approved applications query event data, review funnels and retrieve insights using the permissions you set. It does not give open access to your account, and every connection is designed around specific, controlled tasks.
Is connecting Claude to Amplitude secure?
Security depends on how the connection is set up. We use an API key with the narrowest access needed, store it securely, log all activity and require approval for consequential changes. We also agree on data handling and hosting region with you before launch, so the setup matches your policies.
What can Claude do with Amplitude once connected?
Typically Claude can answer natural language questions about user events, analyse funnels, compare segments, summarise trends and help draft dashboards or reports. Exact capabilities depend on the access you grant and the workflow we design together during the audit.
How long does setup take?
Many projects move from the free audit to a tested launch within several weeks, depending on how many workflows you want and how complex your data is. A simple read-only insights workflow is usually quicker than a multi-system process with approvals.
Which plan or permissions do I need?
Generally, you need an Amplitude account with an API key that your administrator can create and scope. The right access level depends on the workflows you choose. During the audit we confirm what your current setup supports and recommend the least-privilege permissions needed.