Audience

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

About Model Hardware Standard (MHS)

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.

Pricing

Starting Price:
Free
Free Version:
Free Version available.

Integrations

API:
Yes, Model Hardware Standard (MHS) offers API access

Ratings/Reviews

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Company Information

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

Videos and Screen Captures

Model Hardware Standard (MHS) Screenshot 1
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Product Details

Platforms Supported
Cloud
Training
Documentation
Support
Online

Model Hardware Standard (MHS) Frequently Asked Questions

Q: What kinds of users and organization types does Model Hardware Standard (MHS) work with?
Q: What languages does Model Hardware Standard (MHS) support in their product?
Q: What kind of support options does Model Hardware Standard (MHS) offer?
Q: Does Model Hardware Standard (MHS) have an API?
Q: What type of training does Model Hardware Standard (MHS) provide?
Q: How much does Model Hardware Standard (MHS) cost?

Model Hardware Standard (MHS) Product Features

Artificial Intelligence

For Healthcare
Multi-Language
Chatbot
For Sales
Rules-Based Automation
Machine Learning
Natural Language Processing
Predictive Analytics
Virtual Personal Assistant (VPA)
Process/Workflow Automation
For eCommerce
Image Recognition