by AMDResearch · Agent Tool · ★ 20
IntelliKit Agent-first tooling for AMD hardware IntelliKit is a set of Python tools for AMD-focused performance and validation. Most of the stack targets GPUs through ROCm, turning hardware counters, traces, and dispatch data into clear APIs you can use from Python. adds AMD uProf for host-side CPU hotspot analysis in the same toolbox. For LLM-style workflows you also get Model Context Protocol (MCP) servers (profiling, HIP compile, HIP docs, rocminfo, amd-smi, …) and agent skills — installable playbooks for Kerncap, Metrix, Linex, Nexus, and Accordo ().
| Stars | 20 |
| Forks | 2 |
| Language | Python |
| Category | Agent Tool |
| License | MIT |
| Quality Score | 66.4928451054721/100 |
| Open Issues | 10 |
| Last Updated | 2026-05-19 |
| Created | 2025-03-11 |
| Platforms | python |
| Est. Tokens | ~117k |
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intellikit is IntelliKit is a collection of intelligent tools designed to make GPU kernel development, profiling, and validation accessible to LLMs and human developers alike. Built for AMD ROCm, these tools provid. It is categorized as a Agent Tool with 20 GitHub stars.
intellikit is primarily written in Python.
You can find installation instructions and usage details in the intellikit GitHub repository at github.com/AMDResearch/intellikit. The project has 20 stars and 2 forks, indicating an active community.
intellikit is released under the MIT license, making it free to use and modify according to the license terms.