Is the aobench MCP server actively maintained?

The aobench MCP server was last committed 1mo ago and has 14 contributors. Issue health: 49% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

aobench MCP Server

Name: MSKazemi/aobench
Rating: 3.9 (1 reviews)
Author: MSKazemi

MSKazemi/aobench

Score: 73.1 Rank #3481 Monitoring

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Role-aware, permission-enforced benchmark for LLM agents that operate HPC systems — SLURM, telemetry, RBAC, docs, facility. A policy violation hard-fails the task. 88 tasks (10 categories x 5 roles), 29 reproducible environments with 6 rebuilt from real Marconi100 ExaData, scored on 7 weighted dimensions.

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Overview

MSKazemi/aobench is a Python tool licensed under Apache-2.0. Role-aware, permission-enforced benchmark for LLM agents that operate HPC systems — SLURM, telemetry, RBAC, docs, facility. A policy violation hard-fails the task. 88 tasks (10 categories x 5 roles), 29 reproducible environments with 6 rebuilt from real Marconi100 ExaData, scored on 7 weighted dimensions.

Ranked #3481 out of 24846 indexed tools.

Has 14 contributors.

Ecosystem

Python Apache-2.0

Score Breakdown

Stars 15% 11

11 stars → early stage

Freshness 25% 1mo ago

Last commit 1mo ago → moderate activity

Issue Health 25% 49%

28/57 issues closed → many open issues

Contributors 10% 14

14 contributors → active community

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A

PyPI Downloads N/A

Forks 14

Description Detailed

License Apache-2.0

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

How to Improve

Freshness high impact

Last commit was 33 days ago — a recent commit would boost your freshness score

Issue Health high impact

You have 29 open vs 28 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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HTML

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Details

Stars: 11
Forks: 14
Open Issues: 29
Closed Issues: 28
Contributors: 14
Dependents: —
Language: Python
License: Apache-2.0
Last Commit: 1mo ago

Matched Queries

topic:mcp

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