# Meticulous Espresso MCP Server

> Use this tool when you need to streamline your espresso-making process and leverage AI for recipe generation, shot analysis, and grinder calibration. The Meticulous Espresso MCP Server connects your espresso machine to a large language model, accepting natural language inputs and producing customized recipes and shot data as outputs. Ideal for coffee enthusiasts and professionals seeking to optimize their brewing techniques and track progress over time.

Canonical page: https://skillsregistry.net/skills/erdos2n-meticulous-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/erdos2n-meticulous-mcp-server

## Description

Connects your Meticulous espresso machine to an LLM, enabling recipe generation from natural language, shot analysis, grinder dial-in, and a persistent shot diary through Claude.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/gnfdta70ni)
- **Repository:** <https://github.com/erdos2n/meticulous-mcp-server>

## 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": "erdos2n-meticulous-mcp-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/erdos2n-meticulous-mcp-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/erdos2n-meticulous-mcp-server/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