# dotplot-mcp

> dotplot-mcp — brownglasses-dotplot-mcp. Use this tool when you need to visualize and analyze individual user activity for product analytics, solving problems such as user classification, aha moment detection, and retention analysis. It takes in user activity data and outputs interactive dot plots and shareable HTML reports. Ideal for product managers and analysts seeking to gain insights into user behavior and optimize their products.

Canonical page: https://skillsregistry.net/skills/brownglasses-dotplot-mcp  
JSON: https://api.skillsregistry.net/v1/skills/brownglasses-dotplot-mcp

## Description

MCP server for product analytics using dot plots to visualize individual user activity, with tools for user classification, aha moment detection, retention analysis, and generating shareable HTML reports.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-08-29

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** data-analytics
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/fs707g88z5)
- **Repository:** <https://github.com/brownglasses/dotplot-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "brownglasses-dotplot-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/brownglasses-dotplot-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/brownglasses-dotplot-mcp/pull`

---
SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt