Content
# Amplitude MCP Marketplace
Open-source plugins and skills for [Amplitude](https://amplitude.com) MCP users. Turn your AI coding assistant into a product manager and analytics powerhouse.
Works with **Claude**, **Claude Code**, **Cursor**, and **Codex**.
---
## What's Inside
| Plugin | Description |
| --------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| [amplitude](./plugins/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 |
### 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 |
A typical flow: `diff-intake` → `discover-event-surfaces` → `instrument-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) |
---
## Quick Start
### Claude Code
```bash
# Add the Amplitude marketplace (one-time)
/plugin marketplace add amplitude/mcp-marketplace
# Install the plugin
/plugin install amplitude@amplitude
```
### Cursor
1. Go to Cursor Settings > Plugins
2. Search for the **Amplitude Analytics** plugin and install it
3. Verify the skills are available by typing `/`
4. Add the Amplitude MCP server: Settings > Agent > Tools & MCP > Add MCP Server
5. Use this config:
```json
"amplitude-us": {
"command": "npx",
"args": [
"-y",
"mcp-remote",
"https://mcp-server.prod.us-west-2.amplitude.com/v1/mcp"
]
}
```
6. Complete the OAuth flow in the browser when prompted
---
## Repository Structure
```text
.claude-plugin/
marketplace.json # Marketplace catalog
plugins/
amplitude/
.claude-plugin/
plugin.json # Plugin manifest
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/
weekly-brief/
what-would-lenny-do/
```
---
## Requirements
- **MCP-compatible client** – Claude Code, Cursor, Claude, and Codex
- **Amplitude account** with API access
- **Node.js** – for the MCP server
---
## 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
- [Amplitude Docs](https://amplitude.com/docs)
- [MCP Protocol](https://modelcontextprotocol.io/)
---
## License
MIT
---
## Support
- **Issues**: [GitHub Issues](https://github.com/amplitude/mcp-marketplace/issues)
- **Amplitude**: [amplitude.com](https://amplitude.com)
