scientific-instruments

Installing VMware Workstation on Ubuntu and Windows to setup a Ubuntu or Windows Host and installing Windows or Ubuntu as a Guest VM. The tutorial also covers installation of VMware tools and setting up shared folders.

AI Systems as Scientific Instruments for Understanding the Mechanisms of Intelligence

RDA WG PIDINST Metadata Schema

Open-source MCP servers that let AI agents operate real lab instruments, with safety limits, read-only modes, audit trails, and a simulator for every instrument.

From Instruments4AI to AI4Instruments. AI design, development and use across the full instrument lifecycle.

Web application for managing metadata and persistent identifiers of scientific instruments

GUI application for Keithley 2400 Series SourceMeter resistance measurements with real-time data visualization and comprehensive instrument control.

Like browser-use, but for scientific instruments — let AI agents operate any lab device through its GUI software, no API needed.

Experimental TypeScript plugin for STM/SPM control in DeepSeek Harness, with simulator workflows, persistent tool records, and reference-driven tests. In active development.

Implementation of Sm2201 Hardware on semi-modern electronics

Dependency-free Python dashboard that controls Shimadzu SCL-40 / LC series pumps over Ethernet, with a pressure-triggered LCP jet run that switches flow and stops the pump on its own. Includes an offline simulator.

Agent skill for PyMeasure: Instrument/Channel APIs, instrument drivers, dynamic properties and validators, VISA/serial/Prologix adapters, Procedures, Parameters, Experiments, Workers, Results, plotting, Qt windows or measurement sequencing. Use the bundled model, driver version and interface requirements.

Acquisition, control and safety software for a cryogenics laboratory.

Thermo Fisher Scientific — independent third-party profile of a public API surface, by API Evangelist. Thermo Fisher Scientific is the world leader in serving science, providing analytical instruments, life sciences solutions, specialty diagnostics, laboratory products, and biopharma services. Developer APIs enable laboratory automation, instrument

Typed Python library for Alicat Scientific instruments over serial — flow & pressure, meters & controllers, gas & liquid, plus CODA.

Agilent Technologies — independent third-party profile of a public API surface, by API Evangelist. Agilent Technologies is a global leader in life sciences, diagnostics, and applied chemical markets, providing instruments, software, services, and consumables for laboratory workflows.

LI-COR Intermediate — independent third-party profile of a public API surface, by API Evangelist. LI-COR Intermediate, Inc. is the Battery Ventures-backed holding entity for LI-COR, a Lincoln, Nebraska environmental and life-science instrumentation maker founded more than fifty years ago.

aceabio — independent third-party profile of a public API surface, by API Evangelist. ACEA Biosciences (aceabio) is a life-sciences company known for cell-analysis instrumentation that was acquired by Agilent Technologies; its aceabio.com.cn domain now redirects to an Agilent landing page (explore.agilent.com/ACEA-joins-Agilent).

prcxi — independent third-party profile of a public API surface, by API Evangelist. prcxi (Suzhou Zhongxi Bioinformation Co., Ltd.) is a life-science automation company founded in 2014 and based in Suzhou, China. It builds liquid-handling systems (manual, semi-automatic, and fully automatic pipetting workstations such as the SC9000/SC9100/SC9200/SC