# Energy Prediction MCP Server

> Use this tool when you need to analyze and predict household energy consumption, as it provides AI-powered insights and personalized optimization recommendations through machine learning models, accepting historical consumption data and outputting detailed breakdowns and price queries from Spanish electricity markets. It solves problems related to energy efficiency and cost optimization, enabling informed decision-making for households. Ideal for use cases involving energy management and sustainability initiatives.

Canonical page: https://skillsregistry.net/skills/davad122-tfm  
JSON: https://api.skillsregistry.net/v1/skills/davad122-tfm

## Description

Enables AI-powered analysis and prediction of household energy consumption through machine learning models, providing historical consumption breakdowns, price queries from Spanish electricity markets, and personalized energy optimization recommendations.

## Trust

- **Trust score (0–1):** 0.81
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-28

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/tkxwlby8ax)
- **Repository:** <https://github.com/Davad122/TFM>

## 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": "davad122-tfm"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/davad122-tfm` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/davad122-tfm/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