AI Hardware-in-the-Loop
Rank #36,058pulsemcp/kuochenfu-ai-hil
Connects AI assistants to physical embedded devices for hardware-in-the-loop debugging with serial, JTAG, power profiling, and camera tools.
AI Hardware-in-the-Loop is a Model Context Protocol (MCP) server published by kuochenfu. It ranks #36,058 of 137,492 servers tracked on MCP Toplist, and its repository has 9 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.
Ranks ahead of 101,434 of 137,492 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/pulsemcp%2Fkuochenfu-ai-hil)<a href="https://mcptoplist.com/server/pulsemcp%2Fkuochenfu-ai-hil"><img src="https://mcptoplist.com/badge/pulsemcp%2Fkuochenfu-ai-hil.svg" alt="MCP Toplist: Top 50% of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
kuochenfu
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.
Frequently asked questions
- 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 listed on the Official MCP Registry?
- 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.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.