# visualizer-mcp

> visualizer-mcp — the-walker443-visualizer-mcp. Use this tool when you need to analyze and archive espresso shot data from Visualizer.coffee, solving problems of data management and insight generation for coffee enthusiasts and professionals. It takes in Decent DE1 espresso shot data as input and outputs analysis and visualization of shots, beans, and profiles via MCP. Ideal for use in coffee shops, roasteries, or home brewing environments where data-driven decision making is crucial.

Canonical page: https://skillsregistry.net/skills/the-walker443-visualizer-mcp  
JSON: https://api.skillsregistry.net/v1/skills/the-walker443-visualizer-mcp

## Description

MCP server that archives Decent DE1 espresso shots from Visualizer.coffee into SQLite and provides analysis tools for shots, beans, and profiles via MCP.

## Trust

- **Trust score (0–1):** 0.66
- **Verification tier:** scanned
- **Last scanned:** 2026-08-29

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/i8m637i7y6)
- **Repository:** <https://github.com/The-Walker443/visualizer-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": "the-walker443-visualizer-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/the-walker443-visualizer-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/the-walker443-visualizer-mcp/pull`

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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