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Amplitude AI Plugin

Official Amplitude plugin for AI coding tools. Turn your AI assistant into a product analyst — instrument analytics, analyze charts, run experiments, and understand users directly from your editor.

Works with Claude Code, Cursor, Codex, Gemini CLI, and Claude.


Installation

Claude Code

claude plugin install amplitude

Or from inside Claude Code:

/plugin install amplitude
/reload-plugins

Then authenticate when prompted.

Cursor

Install from the Cursor Marketplace or add manually in Cursor Settings > Plugins.

Codex

  1. Add the marketplace:

    codex plugin marketplace add amplitude/mcp-marketplace
  2. Install the plugin from inside Codex:

    codex
    # Then run /plugins, select Amplitude, and install
    /plugins
    

Gemini CLI

gemini extensions install https://github.com/amplitude/mcp-marketplace

Local development

To work on the plugin from a local checkout in Claude Code:

git clone https://github.com/amplitude/mcp-marketplace
claude --plugin-dir ./mcp-marketplace/plugins/amplitude

Then run /mcp from inside Claude Code, select plugin:amplitude:amplitude, and follow the browser prompts to authenticate.


What's Inside

Plugin Description
amplitude Reusable analysis and instrumentation skills covering charts, dashboards, experiments, session replays, reliability, AI agent analytics, and analytics tracking workflows

Amplitude Plugin

The amplitude plugin turns your AI assistant into an expert product analyst and instrumentation partner. Skills are organized into seven areas:

Core Analytics

Skill What it does
create-chart Creates Amplitude charts from natural language descriptions
create-dashboard Builds dashboards from requirements, organizing charts into logical sections
analyze-chart Deep-dives a chart to explain trends, anomalies, and likely drivers
analyze-dashboard Reviews a dashboard end-to-end, surfacing key takeaways and areas of concern

Product Insights

Skill What it does
analyze-experiment Designs A/B tests, monitors running experiments, and interprets results
monitor-experiments Triages all active and recently completed experiments by importance
analyze-feedback Synthesizes customer feedback into themes — feature requests, bugs, pain points, praise
analyze-account-health Summarizes B2B account health with usage patterns, risk signals, and expansion opportunities
discover-opportunities Finds product opportunities by cross-referencing analytics, experiments, replays, and feedback
compare-user-journeys Compares two user groups side-by-side to surface behavioral differences

Session Replay & Debugging

Skill What it does
debug-replay Turns bug reports into numbered reproduction steps by extracting the interaction timeline from Session Replay
replay-ux-audit Watches multiple session replays for a flow and synthesizes a ranked friction map
diagnose-errors Triages product issues across network failures, JS errors, and error clicks
monitor-reliability Proactive reliability report from auto-captured error data so issues surface before users complain

AI Agent Analytics

Skill What it does
analyze-ai-topics Analyzes what users ask AI agents about and how well each topic is served
investigate-ai-session Deep-dives specific AI agent sessions or failure patterns for root-cause analysis
monitor-ai-quality Delivers a proactive health report on AI agents covering quality, cost, performance, and errors
review-agent-insights Synthesizes recent results from Amplitude's AI agents into a unified, impact-ranked narrative

Analytics Instrumentation

Skill What it does
diff-intake Reads a PR or branch diff and outputs a structured change_brief YAML for downstream skills
discover-event-surfaces From a change brief, lists candidate analytics events for PM prioritization
discover-analytics-patterns Maps how analytics is already implemented in the repo (SDK calls, naming, imports)
instrument-events From prioritized event candidates, builds a concrete instrumentation plan and JSON tracking plan
add-analytics-instrumentation End-to-end workflow — reads code, decides what to track, and produces a full instrumentation plan in one pass
taxonomy Source of truth for event taxonomy generation, data auditing, and governance best practices

A typical flow: diff-intakediscover-event-surfacesinstrument-events, with discover-analytics-patterns ensuring new tracking matches existing conventions.

Briefings

Skill What it does
daily-brief Morning briefing of the most important changes across your Amplitude instance
weekly-brief Weekly recap of trends, wins, and risks to share with your team or leadership

Bonus

Skill What it does
what-would-lenny-do Answers product strategy questions by searching Lenny Rachitsky's archive (requires lennysdata MCP)

Repository Structure

.agents/plugins/
  marketplace.json            # Marketplace catalog (Codex)
.claude-plugin/
  marketplace.json            # Marketplace catalog (Claude Code)
.cursor-plugin/
  marketplace.json            # Marketplace catalog (Cursor) — kept in sync with .claude-plugin
plugins/
  amplitude/
    .codex-plugin/
      plugin.json             # Plugin manifest (Codex)
    .claude-plugin/
      plugin.json             # Plugin manifest (Claude Code)
    .cursor-plugin/
      plugin.json             # Plugin manifest (Cursor) — kept in sync with .claude-plugin
    .mcp.json                 # MCP server config shared by Codex and other clients
    skills/
      add-analytics-instrumentation/
      analyze-account-health/
      analyze-ai-topics/
      analyze-chart/
      analyze-dashboard/
      analyze-experiment/
      analyze-feedback/
      compare-user-journeys/
      create-chart/
      create-dashboard/
      daily-brief/
      debug-replay/
      diagnose-errors/
      diff-intake/
      discover-analytics-patterns/
      discover-event-surfaces/
      discover-opportunities/
      instrument-events/
      investigate-ai-session/
      monitor-ai-quality/
      monitor-experiments/
      monitor-reliability/
      replay-ux-audit/
      review-agent-insights/
      taxonomy/
      weekly-brief/
      what-would-lenny-do/

Requirements

  • MCP-compatible client – Claude Code, Cursor, Codex, or Claude
  • Amplitude account with API access

Contributing

We welcome contributions! Whether it's a new skill or improvement:

  1. Fork this repo
  2. Create a new branch for your feature
  3. Follow the existing patterns in plugins/ for structure
  4. Submit a PR with a clear description

Resources


License

MIT


Support

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