What is gpu-python-engineer?

A coding agent for Python work involving graphics processors, parallel processing, performance tuning, or Model Context Protocol (MCP) servers. MCP is a way for an AI assistant to connect to external tools and data.

Use it to write CUDA-based Python code, parallelize work, find performance bottlenecks, or build MCP servers.

It helps with Python tasks where ordinary code may be too slow or needs to use a graphics processor. It also provides guidance for building MCP servers.

How andrasfe/genetic-mcp configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to andrasfe/genetic-mcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/andrasfe/genetic-mcp/main/.claude/agents/gpu-python-engineer.md

Clone the repo

git clone --depth 1 https://github.com/andrasfe/genetic-mcp

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/agents/andrasfe/genetic-mcp/gpu-python-engineer/github.svg)](https://agentmods.dev/agents/andrasfe/genetic-mcp/gpu-python-engineer)

Your own site

<a href="https://agentmods.dev/agents/andrasfe/genetic-mcp/gpu-python-engineer"><img src="https://agentmods.dev/badge/agents/andrasfe/genetic-mcp/gpu-python-engineer/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/agents/andrasfe/genetic-mcp/gpu-python-engineer"><img src="https://agentmods.dev/badge/agents/andrasfe/genetic-mcp/gpu-python-engineer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

When invoked 737 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin unknown No closer match found in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5.1	$0.00000	$0.00737
Opus 5.5	$0.00000	$0.00295
Sonnet 5.5	$0.00000	$0.00147
Haiku 4.5	$0.00000	$0.00074

Measured 2mo ago against content hash a659757be088, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

gpu-python-engineer scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.claude/agents/gpu-python-engineer.md · 53 lines

The source is not reproduced here

No licence file

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

2mo ago First seen · 53 lines · 0 tokens per session scan A a659757be088

Subscribe to this mod's changes

gpu-python-engineer is an agent published in the GitHub repository andrasfe/genetic-mcp (1 stars, last pushed 11mo ago), with no licence file. It costs nothing until one of its globs matches a file; then it loads 737 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Languages Python

gpu-python-engineer next to 6 agents from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
gpu-python-engineerandrasfe/genetic-mcp	Agent	1	11mo ago	none	A	0	Claude Code
Geoprocessing SpecialistSHAdd0WTAka/Zen-Ai-Pentest	Agent	503	3d ago	MIT	A	45	Claude Code, OpenCode
python-proechoVic/blade-code	Agent	181	24d ago	MIT	A	51	Claude Code
temporal-test-buildercanonical/copilot-collections	Agent	32	3d ago	Apache-2.0	A	56	Claude Code
package-revieweroborchers/fractional-cto	Agent	36	12d ago	MIT	A	287	Claude Code
script-operatorMadGraphTeam/MadAgents	Agent	15	3mo ago	MIT	A	24	Claude Code
python-reviewerFmarzochi/EGC	Agent	68	yesterday	Apache-2.0	A	43	Claude Code, Kiro

genetic-mcp: Agent for Claude Code