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Embedded / IoT Mentor MCP server

by mh-mansouri·io.github.mh-mansouri/embedded-iot-mentor·v1.1.3·2 stars

Embedded/IoT mentor: picks the board and toolchain, estimates cost and battery life.

B80/100grade B
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Safety scan
B80/100

full report

Adoption
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2 stars

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If you have run it, two minutes of your experience saves the next person an afternoon.

Embedded / IoT Mentor tools

No tool declarations could be read from the package source. They show once the server is installed.

Public scan report

scanner v0.1.9 · 2026-09-24 · same rubric, same numbers if you re-run it

no findings
  • –Code scanpackage could not be scannedn/a
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancelast push 37 days ago12/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 80/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Embedded / IoT Mentor compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
80/100
higher than 60% of 48,255 servers
GitHub stars
2
more than 75% of 28,688 servers

Install Embedded / IoT Mentor in Claude Code, Cursor or VS Code

claude mcp add embedded-iot-mentor -- docker run -i --rm ghcr.io/mh-mansouri/embedded-iot-mentor-mcp:1.1.3
Add to Cursor

What the publisher says

From the Embedded / IoT Mentor repository's README, as published. We do not edit it. Read it on GitHub

Embedded / IoT Mentor — a Claude Skill

English · Svenska · فارسی

A skill for Claude that acts as an experienced embedded-systems mentor: it picks the microcontroller, board, and toolchain for your project, estimates what it will cost and how long it will take, and hands you a build plan that stops at a working breadboard instead of a production line you didn't ask for.

Most embedded advice fails in one of two directions — a parts list with no plan, or a production roadmap for someone who hasn't blinked an LED yet. This skill asks what you've actually built before, then answers at that level.

Try it

Prefer a page over a chat? docs/index.html is a static overview with the same "Try it" links and demo — live at mh-mansouri.github.io/embedded-iot-mentor, or open the file locally, no server needed.

Everything below is the longer way round: build it yourself, change it, or read why it answers the way it does.

Demo

A sheep farmer in Devon, with no coding experience, requests six sensing points, and the furthest sensing point is around 400 m away from the house. All of those are below the minimum cost for such a project. Worth watching for what the skill doesn't suggest: It opens by refusing half the request - no cheap probe measures soil nitrogen honestly - then lets three constraints do the choosing. The 400 meters away from home picks radio over Wi-Fi, "I don't write code" picks ready-made firmware over a toolchain, and a wet meadow picks the enclosure. The board is the last thing decided, not the first. The full transcript is Scenario D.

What it does

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Embedded / IoT Mentor: common questions

Is Embedded / IoT Mentor MCP server safe?
Mostly: it is graded B (80/100). Read the Embedded / IoT Mentor safety report
How do I install Embedded / IoT Mentor?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Embedded / IoT Mentor need an API key?
No secret keys are declared. It reads 2 settings from the environment.
Is Embedded / IoT Mentor maintained?
The last commit was 78 days ago (2026-08-18). The latest release is v1.1.3.
How does Embedded / IoT Mentor compare with other MCP servers?
safety score 80/100 (higher than 60% of 48,255 servers); github stars 2 (more than 75% of 28,688 servers). Full comparison.