Is the Embedded-AI-Harness MCP server actively maintained?

The Embedded-AI-Harness MCP server was last committed 1mo ago and has 4 contributors. Issue health: 9% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

Embedded-AI-Harness MCP Server

Name: SensorsIot/Embedded-AI-Harness
Rating: 2.9 (1 reviews)
Author: SensorsIot

SensorsIot/Embedded-AI-Harness

Score: 48.1 Rank #18702 MCP Server

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AI Closed-Loop Programming for embedded systems — the AI writes, flashes, and tests firmware on real hardware until the tests run clean. Spec to silicon, hands off.

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Overview

SensorsIot/Embedded-AI-Harness is a Python tool licensed under MIT. AI Closed-Loop Programming for embedded systems — the AI writes, flashes, and tests firmware on real hardware until the tests run clean. Spec to silicon, hands off.

Ranked #18702 out of 24840 indexed tools.

Ecosystem

Python MIT

Score Breakdown

Stars 15% 181

181 stars → growing community

Freshness 25% 1mo ago

Last commit 1mo ago → moderate activity

Issue Health 25% 9%

3/35 issues closed → many open issues

Contributors 10% 4

4 contributors → small team

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A

PyPI Downloads N/A

Forks 54

Description Detailed

License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Freshness high impact

Last commit was 45 days ago — a recent commit would boost your freshness score

Issue Health high impact

You have 32 open vs 3 closed issues — triaging stale issues improves health

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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Markdown

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Details

Stars: 181
Forks: 54
Open Issues: 32
Closed Issues: 3
Contributors: 4
Dependents: —
Language: Python
License: MIT
Last Commit: 1mo ago

Matched Queries

topic:mcp

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