Amplitude

Created By

Amplitude4 months ago

Connect your AI workflows to Amplitude's powerful behavior analytics and experimentation platform. The Amplitude MCP server enables seamless integration between AI assistants and your product data, allowing you to search, analyze, and query charts, dashboards, experiments, feature flags, and metrics directly from your AI interface.

# data

# analytics

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Content

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documentation

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        <div class="flex-initial mr-4 text-sm p-2 transition hover:bg-amp-blue-950 hover:rounded hover:p-2 relative"><a class="no-underline font-normal " href="/docs/get-started">Get Started</a></div>
    

    
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            <button @click.prevent="lvl1 = (lvl1 === 'charts') ? '' : 'charts'"
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                :class="lvl1 === 'charts' ? 'active' : ''">Charts
                <svg class="inline absolute right-0" xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 20 20" fill="none"><g id="icon-chevron-down"><path id="Vector" d="M10.25 10.6338L13.8837 7L15 8.11625L10.25 12.8663L5.5 8.11625L6.61625 7L10.25 10.6338Z" fill="#5A5E68"/></g></svg></button>
        
        
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                        <a href="/docs/analytics/charts/find-the-right-chart"
                            class="no-underline block text-[.875rem] p-2 leading-5 hover:bg-amp-gray-50 hover:rounded  text-amp-gray-600"
                            ">Find the right chart for your analysis</a>
                    
                    
                
                    
                        <a href="/docs/analytics/charts/chart-basics"
                            class="no-underline block text-[.875rem] p-2 leading-5 hover:bg-amp-gray-50 hover:rounded  text-amp-gray-600"
                            ">Chart basics in Amplitude</a>
                    
                    
                
                    
                        <a href="/docs/analytics/charts/build-charts-add-events"
                            class="no-underline block text-[.875rem] p-2 leading-5 hover:bg-amp-gray-50 hover:rounded  text-amp-gray-600"
                            ">Build charts in Amplitude: Add events</a>
                    
                    
                
                    
                        <a href="/docs/analytics/charts/build-charts-add-user-segments"
                            class="no-underline block text-[.875rem] p-2 leading-5 hover:bg-amp-gray-50 hover:rounded  text-amp-gray-600"
                            ">Build charts in Amplitude: Add user segments</a>
                    
                    
                
                    
                        <a href="/docs/analytics/charts/build-charts-modify-user-segment"
                            class="no-underline block text-[.875rem] p-2 leading-5 hover:bg-amp-gray-50 hover:rounded  text-amp-gray-600"
                            ">Build charts in Amplitude: Modify a user segment</a>
                    
                    
                
                    
                        <a href="/docs/analytics/microscope"
                            class="no-underline block text-[.875rem] p-2 leading-5 hover:bg-amp-gray-50 hover:rounded  text-amp-gray-600"
                            ">Microscope: Explore individual data points in your charts</a>
                    
                    
                
                    
                        <a href="/docs/analytics/charts/event-explorer"
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                            ">Event Explorer: View event streams in real time</a>
                    
                    
                
                    
                        <a href="/docs/analytics/charts/review-chart-data"
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                            ">Review chart data with the breakdown table</a>
                    
                    
                
                    
                        <a href="/docs/analytics/charts/customize-your-charts-colors"
                            class="no-underline block text-[.875rem] p-2 leading-5 hover:bg-amp-gray-50 hover:rounded  text-amp-gray-600"
                            ">Customize your chart's colors</a>
                    
                    
                
                    
                        <a href="/docs/analytics/charts"
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                            ">Charts</a>
                    
                    
                
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            <button @click.prevent="lvl1 = (lvl1 === 'cohorts-and-user-behavior') ? '' : 'cohorts-and-user-behavior'"
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                :class="lvl1 === 'cohorts-and-user-behavior' ? 'active' : ''">Cohorts and User Behavior
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                            :class="lvl2 === 'create-and-manage-cohorts' ? 'active' : ''">Create and Manage Cohorts
                            <svg class="inline absolute right-0" xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 20 20" fill="none"><g id="icon-chevron-down"><path id="Vector" d="M10.25 10.6338L13.8837 7L15 8.11625L10.25 12.8663L5.5 8.11625L6.61625 7L10.25 10.6338Z" fill="#5A5E68"/></g></svg></button>
                    
                    
                        <div x-show="lvl2 === 'create-and-manage-cohorts'" class="nav-level-3 flex flex-col my-0 pl-2">
                            
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                                <a href="/docs/analytics/behavioral-cohorts"
                                    class="no-underline block text-[.875rem] p-2 leading-5 hover:bg-amp-gray-50 hover:rounded  text-amp-gray-600"
                                    >Identify users with similar behaviors</a>

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                                <a href="/docs/analytics/define-cohort"
                                    class="no-underline block text-[.875rem] p-2 leading-5 hover:bg-amp-gray-50 hover:rounded  text-amp-gray-600"
                                    >Define a new cohort</a>

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                                <a href="/docs/analytics/compare-cohorts"
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                                    >Compare and manage your behavioral cohorts</a>

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                                <a href="/docs/analytics/create-cohorts"
                                    class="no-underline block text-[.875rem] p-2 leading-5 hover:bg-amp-gray-50 hover:rounded  text-amp-gray-600"
                                    >Create cohorts with Microscope, file import, or the Segmentation module</a>

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                                <a href="/docs/analytics/track-cohort-changes"
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                                    >Track changes in your cohort populations over time</a>

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                            <svg class="inline absolute right-0" xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 20 20" fill="none"><g id="icon-chevron-down"><path id="Vector" d="M10.25 10.6338L13.8837 7L15 8.11625L10.25 12.8663L5.5 8.11625L6.61625 7L10.25 10.6338Z" fill="#5A5E68"/></g></svg></button>
                    
                    
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                                <a href="/docs/analytics/historical-count-1"
                                    class="no-underline block text-[.875rem] p-2 leading-5 hover:bg-amp-gray-50 hover:rounded  text-amp-gray-600"
                                    >Historical Count, part 1: Track user behavior for different instances of each user action</a>

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                                <a href="/docs/analytics/historical-count-2"
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                                    >Historical Count, part 2: Order of operations</a>

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                                    >Historical Count, part 3: Funnels and behavioral cohorts</a>

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                        <a href="/docs/analytics/customize-home-page"
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                            ">Customize the Home page</a>
                    
                    
                
                    
                        <a href="/docs/analytics/search"
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                            ">Search: Find charts, dashboards, cohorts, and notebooks</a>
                    
                    
                
                    
                        <a href="/docs/analytics/workspace"
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                            ">Workspace: Find your charts and track your work</a>
                    
                    
                
                    
                        <a href="/docs/analytics/bulk-manage-charts-with-chart-cleanup"
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                            ">Bulk manage charts with Chart Cleanup</a>
                    
                    
                
                    
                        <a href="/docs/analytics/releases"
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                            ">Releases: See how users respond to changes in your product</a>
                    
                    
                
                    
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                                <a href="/docs/analytics/dashboard-create"
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                                    >Create, edit, and manage dashboards</a>

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                                <a href="/docs/analytics/dashboard-filter"
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                                    >Filter your dashboards</a>

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                                <a href="/docs/analytics/dashboard-preferences"
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                                    >Change your dashboard's display preferences</a>

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                                <a href="/docs/analytics/dashboard-create-template"
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                                    >Turn your dashboard into a template</a>

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                                <a href="/docs/analytics/dashboard-subscribe"
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                                    >Subscribe to a dashboard</a>

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                :class="lvl1 === 'share-with-team-members' ? 'active' : ''">Share with team members
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                        <a href="/docs/analytics/collaborate-with-spaces"
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                            ">Collaborate on your analyses using spaces</a>
                    
                    
                
                    
                        <a href="/docs/analytics/notebooks"
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                            ">Notebooks: Explain important insights to teammates and stakeholders</a>
                    
                    
                
                    
                        <a href="/docs/analytics/templates"
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                            ">Templates: Re-use your analyses</a>
                    
                    
                
                    
                        <a href="/docs/analytics/ootb-marketing-analytics"
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                            ">Out-of-the-box Marketing Analytics</a>
                    
                    
                
                    
                        <a href="/docs/analytics/product-analytics"
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                            ">Out-of-the-box Product Analytics</a>
                    
                    
                
                    
                        <a href="/docs/analytics/out-of-the-box-metrics"
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                            ">Out-of-the-box Metrics</a>
                    
                    
                
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                :class="lvl1 === 'share-your-work' ? 'active' : ''">Share your Work
                <svg class="inline absolute right-0" xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 20 20" fill="none"><g id="icon-chevron-down"><path id="Vector" d="M10.25 10.6338L13.8837 7L15 8.11625L10.25 12.8663L5.5 8.11625L6.61625 7L10.25 10.6338Z" fill="#5A5E68"/></g></svg></button>
        
        
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                        <a href="/docs/analytics/share-dashboards"
                            class="no-underline block text-[.875rem] p-2 leading-5 hover:bg-amp-gray-50 hover:rounded  text-amp-gray-600"
                            ">Share dashboards within your company</a>
                    
                    
                
                    
                        <a href="/docs/analytics/share-external"
                            class="no-underline block text-[.875rem] p-2 leading-5 hover:bg-amp-gray-50 hover:rounded  text-amp-gray-600"
                            ">Share charts, dashboards, and notebooks with stakeholders outside your company</a>
                    
                    
                
                    
                        <a href="/docs/analytics/atlassian-smart-links"
                            class="no-underline block text-[.875rem] p-2 leading-5 hover:bg-amp-gray-50 hover:rounded  text-amp-gray-600"
                            ">Use Atlassian Smart Links with Amplitude</a>
                    
                    
                
                    
                        <a href="/docs/analytics/chart-embed-notion"
                            class="no-underline block text-[.875rem] p-2 leading-5 hover:bg-amp-gray-50 hover:rounded  text-amp-gray-600"
                            ">Embed Amplitude charts in Notion documents</a>
                    
                    
                
                    
                        <a href="/docs/analytics/integrate-miro"
                            class="no-underline block text-[.875rem] p-2 leading-5 hover:bg-amp-gray-50 hover:rounded  text-amp-gray-600"
                            ">Integrate Miro with Amplitude</a>
                    
                    
                
                    
                        <a href="/docs/analytics/integrate-slack"
                            class="no-underline block text-[.875rem] p-2 leading-5 hover:bg-amp-gray-50 hover:rounded  text-amp-gray-600"
                            ">Integrate Slack with Amplitude</a>
                    
                    
                
                    
                        <a href="/docs/analytics/google-drive-sync"
                            class="no-underline block text-[.875rem] p-2 leading-5 hover:bg-amp-gray-50 hover:rounded  text-amp-gray-600"
                            ">Sync your Amplitude data to Google Drive and Sheets</a>
                    
                    
                
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                :class="lvl1 === 'account-level-reporting' ? 'active' : ''">Account-level Reporting
                <svg class="inline absolute right-0" xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 20 20" fill="none"><g id="icon-chevron-down"><path id="Vector" d="M10.25 10.6338L13.8837 7L15 8.11625L10.25 12.8663L5.5 8.11625L6.61625 7L10.25 10.6338Z" fill="#5A5E68"/></g></svg></button>
        
        
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                        <a href="/docs/analytics/account-level-reporting"
                            class="no-underline block text-[.875rem] p-2 leading-5 hover:bg-amp-gray-50 hover:rounded  text-amp-gray-600"
                            ">Account-level reporting in Amplitude</a>
                    
                    
                
                    
                        <a href="/docs/analytics/plan-your-accounts-instrumentation"
                            class="no-underline block text-[.875rem] p-2 leading-5 hover:bg-amp-gray-50 hover:rounded  text-amp-gray-600"
                            ">Plan your Accounts Instrumentation</a>
                    
                    
                
                    
                        <a href="/docs/analytics/account-level-reporting-setup"
                            class="no-underline block text-[.875rem] p-2 leading-5 hover:bg-amp-gray-50 hover:rounded  text-amp-gray-600"
                            ">Set up account-level reporting</a>
                    
                    
                
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            <button @click.prevent="lvl1 = (lvl1 === 'find-and-fix-anomalies') ? '' : 'find-and-fix-anomalies'"
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<div class="mr-2 text-s text-gray-500 "><a class=""
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<span class="mr-2">/</span><div class="mr-2 text-s text-gray-500 "><a class="font-semibold"
    href="/docs/analytics/amplitude-mcp">Amplitude MCP (Model Context Protocol) Server</a></div>

Amplitude MCP (Model Context Protocol) Server

    <p>The Amplitude <a href="https://modelcontextprotocol.io/docs/getting-started/intro">Model Context Protocol (MCP)</a> server enables teams to analyze product data, experiments, and user behavior using conversational AI. Query your Amplitude analytics, dashboards, experiments, and feature flags directly through AI interfaces using natural language.</p>

Remote server

Beta notice

The Amplitude MCP server is under active development. Some functions and settings may not be available, and you may experience bugs or performance issues during this period. This feature continues to evolve and currently operates under fair use limits.

Who can use this feature

Available to any existing Amplitude customer.
You must use a code editor or application that supports MCP servers (for example, VS Code, Cursor, Claude Code).

Regions

Region	MCP Server URL
United States Server (Default)	`https://mcp.amplitude.com/mcp`
EU Residency Server	`https://mcp.eu.amplitude.com/mcp`

Use the Standard Server URL unless your Amplitude data resides in the EU region.

Available tools and capabilities

The Amplitude MCP provides comprehensive access to your analytics through these tools:

Available tools

Tool Name	Description
`search`	Search for dashboards, charts, notebooks, experiments, and other content in Amplitude with comprehensive filtering and personalization options
`query_chart`	Query chart data result using the internal dash API to get chart data
`query_metric`	Query metric data using the dataset endpoint with metric references
`query_experiment`	Query experiment analysis data using the dataset endpoint with proper experiment parameters
`query_dataset`	Execute a data query using the dataset endpoint for complex ad-hoc analysis within a project
`get_context`	Get context information about the current user, organization, and accessible projects
`get_charts`	Retrieve full chart objects by their IDs using the chart service directly
`get_dashboard`	Get specific dashboards and all their charts including chart IDs for individual queries
`get_notebook`	Get specific notebooks and all their charts including chart IDs for individual queries
`get_flags`	Retrieve feature flags from a project with optional filtering by deployment, type, and deleted status
`get_experiments`	Retrieve specific experiments by their IDs with additional information like state and decisions
`get_deployments`	Retrieve all deployments (Experiment API keys) for the current project
`get_metrics`	List all metrics from a project with optional filtering and sorting by various criteria
`get_metric`	Get detailed information about a specific metric by ID
`get_events`	Retrieve events from a project with optional filtering and sorting
`get_event_properties`	Retrieve event properties from a project with filtering options
`get_user_properties`	Retrieve user properties from a project with filtering options
`get_session_replays`	Search for session replays in the last 30 days, filtered by user properties or events.

Implementation instructions

Complete the steps below, depending on the tool you're integrating with.

Navigate to claude.ai or open Claude desktop app.
Go to Settings > Connectors > Add custom connector.
Configure the integration:
- Name: Amplitude
- URL: https://mcp.amplitude.com/mcp (or use the EU URL from the Regions table if your data resides in the EU.)
Complete Amplitude OAuth authorization when prompted.
Start asking questions about your Amplitude data.

Best for: Developers who prefer command-line interfaces.

Add the MCP server globally:

claude mcp add -t http -s user Amplitude "https://mcp.amplitude.com/mcp"

Start Claude Code:
```
claude
```
Authenticate with Amplitude:
```
/mcp
```
Follow the authentication flow.

Quick Install (Recommended):

US Server (Default): Install Amplitude MCP Server deep link (US)

EU Server: Install Amplitude MCP Server deep link (EU)

Manual Setup:

Open Cursor Settings: Cursor > Settings… > Cursor Settings.
Navigate to: Tools & Integrations > New MCP Server.

Add this configuration to your mcp.json:

{  
  "mcpServers": {
    "Amplitude": {
      "url": "https://mcp.amplitude.com/mcp",
      "transport": "streamable-http"
    }
  }
}

Note

EU customers should use https://mcp.eu.amplitude.com/mcp instead.

Return to Tools & Integration tab and authenticate with Amplitude.

Ensure you're authenticated with Gemini.

Add this to your ~/.gemini/settings.json:

{
  "selectedAuthType": "oauth-personal",
  "mcpServers": {
    "amplitude": {
      "httpUrl": "https://mcp.amplitude.com/mcp"
    }
  }
}

Note

EU customers should use https://mcp.eu.amplitude.com/mcp instead.

Restart the MCP server and authenticate:
```
gemini/mcp auth amplitude
```

Query examples

Basic analytics queries

What were the daily active users over the last 7 days?

Show signup conversion rates by traffic source this month.

Which features have the highest engagement rates?

Experiment analysis

What's the performance of the checkout experiment?

Show the statistical significance of the new onboarding flow.

Which experiment variants are running?

Content discovery

Find all charts related to user retention.

Search for dashboards containing mobile app metrics.

Show experiments testing the payment flow.

Advanced analysis

Compare user behavior between iOS and Android platforms.

What's the typical user journey for power users?

Analyze feature adoption rates after the recent product launch.

Typical analysis workflow

Most analysis questions follow this pattern:

Search: Find relevant content (charts, dashboards, experiments)
Retrieve: Get full definitions and metadata
Query: Execute data queries and analysis
Analyze: Ask follow-up questions and dive deeper

Example conversation flow:

User: Show me user retention data. AI: [Searches for retention-related charts]
AI: [Retrieves chart definitions]
AI: [Queries the data and presents results] User: Can you break this down by user segment? AI: [Modifies query to include segmentation]

Security and compliance

Data access

The MCP server uses your existing Amplitude user permissions and access controls.
You can only access Amplitude projects and data that you already have permission to view in your regular Amplitude account.
You receive no additional data access beyond your current Amplitude account privileges
OAuth authentication ensures secure connection between the MCP server and your Amplitude account.

Privacy considerations

The AI service you're using (for example, Claude or Gemini) processes your Amplitude data. Review your organization's policies regarding AI-powered data analysis tools and consider compliance requirements (General Data Protection Regulation, California Consumer Privacy Act).

Third parties (for example, Anthropic) develop and maintain the AI models used with this MCP server. Amplitude isn't responsible for model outputs, including hallucinations, inaccuracies, or errors resulting from model behavior, even if such outputs use your Amplitude data.

Troubleshooting

Common issues

Authentication and OAuth Issues

Ensure your Amplitude account has proper project access.
Check that you have logged into the correct Amplitude account.
Make sure you're only logged into one Amplitude organization during the OAuth flow. Logging into multiple organizations can cause authentication issues.
Try disconnecting the MCP connection and re-authenticating through the OAuth flow.
Try logging out of Amplitude, then reconnecting.
Desktop apps may require restart after configuration changes.
Authorization page may appear to spin indefinitely (close tab after authentication).

Missing Data

Verify you have access to the specific Amplitude project.
Check if the data exists in your Amplitude interface.
Ensure proper permissions for the requested data.

Chart Query Issues

AI platforms may truncate some large charts.
Querying charts from dashboards may use default chart settings instead of saved dashboard filters.

MCP Client Issues

Cursor tool call failures: If MCP tool calls fail in Cursor, this is often due to expired or corrupted authentication tokens. Open the Command Palette (Cmd+Shift+P on Mac, Ctrl+Shift+P on Windows/Linux), type and select "Clear All MCP Tokens," then re-authenticate with your accounts.
Token limit errors: If you receive token limit exceeded errors, try starting a new conversation thread or increase the maximum token limit in your MCP client settings.
Connection timeouts: If queries are timing out, try breaking down complex requests into smaller, more focused questions.
Tool loading failures: If tools aren't loading, restart your MCP client application and re-authenticate.

Getting help

If you encounter issues not covered here:

Verify your setup matches the configuration examples.
Test with a simple query like "What Amplitude projects are accessible?"
Check that your Amplitude account has the necessary permissions.
Contact your Amplitude administrator for organization-specific setup help.

Send feedback

Amplitude is constantly improving the Amplitude MCP server and would appreciate hearing from you. Share your feedback, suggestions, or report issues using this feedback form.

Technical specifications

Transport Type: Streaming HTTP (Remote).

Authentication: OAuth 2.0 with Amplitude.

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Server Config

{
  "mcpServers": {
    "Amplitude": {
      "url": "https://mcp.amplitude.com/mcp",
      "transport": "streamable-http"
    }
  }
}

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