ns-hpc
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- AlicenseBqualityCmaintenanceEnables users to work on a SLURM HPC cluster over SSH through plain-language requests, covering file browsing and editing, batch job generation and submission, queue monitoring, and log reading to debug failed jobs. It runs with built-in safety guardrails such as fixed commands and configurable path policies for reads and writes.27MIT
- AlicenseNot gradedqualityDmaintenanceEnables AI agents to run compute tasks in secure sandboxes with optional interactive UIs, brokering between agents and isolated execution environments.Apache 2.0
TDQS
Scored across 10 tools
Each tool targets a distinct resource and action: instance lifecycle, job lifecycle, and host commands are clearly separated. The only potential pairing, list_instances vs list_archived_instances, is explicitly disambiguated by 'archived' in both name and description.
Most tools follow a snake_case verb_noun pattern (create_instance, list_jobs, cancel_job). host_exec deviates slightly by placing the noun before the verb, though it remains readable and consistent in style.
Ten tools is well-scoped for an HPC sandbox service with instance management, asynchronous job execution, and host command access. Each tool covers a meaningful operation without unnecessary duplication.
The tool set covers the essential instance lifecycle (create, list, archive, update) and job lifecycle (submit, poll, list, cancel). Minor gaps exist, such as no direct single-instance getter, no unarchive/destroy operation, and limited job output retrieval outside poll/cancel.