Energy Prediction MCP Server

Item: Energy Prediction MCP Server
Rating: 0
Author: M8ven

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.

→ Davad122/TFM · listed on glama

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// key findings

🚨

Reads files from sensitive locations

Touches: ~/.config

🔐

You'll be asked for 1 credential: ESIOS_API_TOKEN

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

🔐 secretESIOS_API_TOKEN— "": "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX"

configSETUPTOOLS_USE_DISTUTILS

configPAGER

configTERM

configLESS

configCOMP_WORDS

configCOMP_CWORD

configXDG_CONFIG_HOME

configSSL_CERT_FILE

configSSL_CERT_DIR

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 6 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/davad122-tfm-92exgt)](https://m8ven.ai/mcp/davad122-tfm-92exgt)

commit: 31fc0cb9e5ec64b8e202d10475608a7f14608a41

code hash: c86d13d713643d3b3d73305fe27408fcf7e952f7c011dd98d3a9e8ac7c18470c

verified: 6/18/2026, 11:08:55 AM

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