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jumpstarter MCP Server

jumpstarter-dev/jumpstarter

Score: 84.7 ↑ 1.7% Rank #962 Agent Framework
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Hardware testing for the software world. Real or virtual, local or remote, human, automated or agentic.

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Overview

jumpstarter-dev/jumpstarter is a Python tool licensed under Apache-2.0. Hardware testing for the software world. Real or virtual, local or remote, human, automated or agentic. Topics: hardware, hardware-in-the-loop, hil, testing-framework, board-farm, ci-cd, cloud-native, embedded-systems, grpc, hardware-testing, kubernetes, pytest, python, test-automation, lab, agentic, mcp, android, cuttlefish.

Ranked #962 out of 24844 indexed tools.

In the top 4% of all indexed tools.

Has 39 contributors.

Actively maintained with commits in the last week.

Ecosystem

Python Apache-2.0 788 pypi/wk
hardwarehardware-in-the-loophiltesting-frameworkboard-farmci-cdcloud-nativeembedded-systemsgrpchardware-testingkubernetespytestpythontest-automationlabagenticmcpandroidcuttlefish

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 223

223 stars → growing community

Freshness 25% today

Last commit today → actively maintained

Issue Health 25% 75%

285/380 issues closed → decent issue management

Contributors 10% 39

39 contributors → active community

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads 13% 788/wk

788 weekly installs → early adoption

Forks 41
Description Good
License Apache-2.0

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

How to Improve

Description low impact

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Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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AgentRank score for jumpstarter-dev/jumpstarter
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Matched Queries

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From the README

#  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 pipelines, and AI agents
- 💻 **Cross-Platform** - Supports Linux and macOS

## Repository Structure

This monorepo contains all Jumpstarter components:

| Directory | Des
Read full README on GitHub →

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