Is the sample-ATX-custom-NKI-Agent MCP server actively maintained?

The sample-ATX-custom-NKI-Agent MCP server was last committed today and has 0 contributors. Issue health: 0% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

sample-ATX-custom-NKI-Agent MCP Server

Name: aws-samples/sample-ATX-custom-NKI-Agent
Rating: 2.8 (1 reviews)
Author: aws-samples

aws-samples/sample-ATX-custom-NKI-Agent

Score: 46.1 Rank #21833 MCP Server

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Custom AWS Transform agent that migrates PyTorch/Triton kernels to AWS Trainium NKI (@nki.jit) and compiles, numerically verifies, and profiles every candidate on a real Trainium device before opening a PR.

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Overview

aws-samples/sample-ATX-custom-NKI-Agent is a Python tool licensed under MIT-0. Custom AWS Transform agent that migrates PyTorch/Triton kernels to AWS Trainium NKI (@nki.jit) and compiles, numerically verifies, and profiles every candidate on a real Trainium device before opening a PR.

Ranked #21833 out of 24840 indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Python MIT-0

Score Breakdown

Stars 15% 4

4 stars → early stage

Freshness 25% today

Last commit today → actively maintained

Issue Health 25% 0%

0/3 issues closed → many open issues

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A

PyPI Downloads N/A

Forks 0

Description Detailed

License MIT-0

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

How to Improve

Issue Health high impact

You have 3 open vs 0 closed issues — triaging stale issues improves health

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

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

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Details

Stars: 4
Forks: 0
Open Issues: 3
Closed Issues: 0
Contributors: 0
Dependents: —
Language: Python
License: MIT-0
Last Commit: today

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