+
+

Related Products

  • Visual Planning
    117 Ratings
    Visit Website
  • Pensero
    2 Ratings
    Visit Website
  • Atera
    2,141 Ratings
    Visit Website
  • Bullseye Store Locator
    28 Ratings
    Visit Website
  • IUX
    930 Ratings
    Visit Website
  • Adobe Experience Manager
    1,876 Ratings
    Visit Website
  • Kitecyber
    57 Ratings
    Visit Website
  • Redlist
    64 Ratings
    Visit Website
  • NetBrain
    285 Ratings
    Visit Website
  • VKS
    26 Ratings
    Visit Website

About

Model Hardware Standard (MHS) is a shared specification that enables AI agents to safely operate physical equipment used in scientific research and advanced manufacturing. It provides a standardized way for agents to discover, understand, and control programmable devices such as microscopes, liquid handlers, robotic arms, sensors, and other lab or factory instruments without requiring bespoke integrations for every machine. MHS introduces standardized drivers built around simple primitives such as read and write, making device capabilities discoverable in a common format across networks. Drivers can also include natural-language metadata about machine characteristics, adjustable parameters, measurements, and enforced safety limits, giving agents the context they need to operate unfamiliar equipment. Once connected, agents can control devices through MCP, command-line interfaces, or APIs, sequence operations across multiple instruments, monitor results, and adjust parameters.

About

WATR is an integrated environmental monitoring system that provides real-time water and soil quality data through a cloud-based dashboard, enabling accurate, reliable, and continuous monitoring with customizable alerts and seamless access from desktops and mobile devices. It supports a wide range of sensor types and probes and is sensor-agnostic, allowing clients to use existing equipment or WATR’s benchmark-tested sensors to measure parameters such as pH, conductivity, dissolved oxygen, temperature, depth, and rainfall, and the system uploads readings at preset intervals for graphical comparison and trend analysis. WATR products include floating, bankside, and soil monitoring hardware designed to operate as standalone units or part of a connected ecosystem, with automated alert notifications and the ability to trigger external equipment via the Switch device. Its API enables integration with existing systems, and connectivity options.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Scientific researchers, engineers, robotics teams, and advanced manufacturers seeking to let AI agents safely control, monitor, and coordinate programmable physical equipment

Audience

Environmental scientists, water resource managers, and organizations that need real-time, cloud-based water and soil quality monitoring to collect, visualize, and respond to environmental data

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Model Hardware Standard (MHS)
United States
www.modelhardwarestandard.com

Company Information

WATR
Founded: 2017
United Kingdom
www.watr.tech/

Alternatives

Scilligence SDMS

Scilligence SDMS

Scilligence

Alternatives

ESdat

ESdat

EarthScience Information Systems (EScIS)
Kimi Code CLI

Kimi Code CLI

Moonshot AI
Calibrate

Calibrate

Ambrit
Enviro Data

Enviro Data

Geotech Computer Systems, Inc.
Electromeet

Electromeet

IDC Technologies
DicksonOne

DicksonOne

Dickson

Categories

Categories

Integrations

Android
Anthropic
Apple iOS

Integrations

Android
Anthropic
Apple iOS
Claim Model Hardware Standard (MHS) and update features and information
Claim Model Hardware Standard (MHS) and update features and information
Claim WATR and update features and information
Claim WATR and update features and information