No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →
by jumpstarter-dev · MCP Server · ★ 221
Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h
🔒 Is jumpstarter safe to install? View the security audit →
Jumpstarter Jumpstarter is a free and open source test automation framework. It bridges the gap between embedded development workflows and deployment environments, enabling consistent automated testing across real hardware and virtual environments with CI/CD integration. Every interface is programmatic, so human developers, test scripts, CI pipelines, and AI agents interact with devices through the same APIs. Highlights 🧪 Unified Testing - One tool for physical and virtual devices under test 🔌 Hardware Abstraction - Control UART, CAN, SPI, GPIO, power, and USB through drivers 🐍 Python-Powered - Integrate with PyTest and Python's testing ecosystem 🌐 Collaborative - Share and securely lease test hardware across teams ⚙️ Automation Ready - Same APIs for humans, test scripts, CI
| Stars | 221 |
| Forks | 38 |
| Language | Python |
| Category | MCP Server |
| License | Apache-2.0 |
| Quality Score | 71.344435695421/100 |
| Open Issues | 146 |
| Last Updated | 2026-09-22 |
| Created | 2026-01-20 |
| Platforms | k8s, mcp, python |
| Est. Tokens | ~14k |
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jumpstarter is Hardware testing for the software world. Real or virtual, local or remote, human, automated or agentic.. It is categorized as a MCP Server with 221 GitHub stars.
jumpstarter is primarily written in Python. It covers topics such as agentic, automation, board-farm.
You can find installation instructions and usage details in the jumpstarter GitHub repository at github.com/jumpstarter-dev/jumpstarter. The project has 221 stars and 38 forks, indicating an active community.
jumpstarter is released under the Apache-2.0 license, making it free to use and modify according to the license terms.
The top alternatives to jumpstarter on Agent Skills Hub include lazy-bird, samples, Flawless. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.
Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. It is a first-layer scan, not a manual audit — we say so rather than overstate it.
The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.
Sources & who's responsible: