SERVER

AI Hardware-in-the-Loop

Rank #22061

pulsemcp/kuochenfu-ai-hil

Connects AI assistants to physical embedded devices for hardware-in-the-loop debugging with serial, JTAG, power profiling, and camera tools.

First listed
Mar 20, 2026
Last publish date
OVERVIEW

AI Hardware-in-the-Loop is a Model Context Protocol (MCP) server published by kuochenfu. It ranks #22061 of 58,900 servers tracked on MCP Toplist, and its repository has 5 GitHub stars. AI Hardware-in-the-Loop is listed on PulseMCP, and ships as a single rolling release with no explicit version metadata. It was first listed on Mar 20, 2026.

STANDING
#22,061of 58,900 tracked serversTop 50%

Ranks ahead of 36,839 of 58,900 servers on MCP Toplist.

CONNECT

Use AI Hardware-in-the-Loop

AI Hardware-in-the-Loop doesn’t publish a machine-readable install config. Follow the setup instructions in its repository ↗, or open one of its registry listings above.

REGISTRIES

Listed on 1 registry

ORGANIZATION

kuochenfu

Organization
Total servers
1
Total versions
0
VERSIONS

Not versioned

This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.

FAQ

Frequently asked questions

What is AI Hardware-in-the-Loop?
Connects AI assistants to physical embedded devices for hardware-in-the-loop debugging with serial, JTAG, power profiling, and camera tools.
Who maintains AI Hardware-in-the-Loop?
AI Hardware-in-the-Loop is maintained by kuochenfu, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
Is AI Hardware-in-the-Loop an official MCP server?
AI Hardware-in-the-Loop is not on the Official MCP Registry. It is listed on PulseMCP.
How many versions does AI Hardware-in-the-Loop have?
AI Hardware-in-the-Loop ships as a single rolling release with no explicit version metadata.
Where can I find the source code for AI Hardware-in-the-Loop?
The source code for AI Hardware-in-the-Loop is hosted at github.com/kuochenfu/ai-hil-mcp.
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