AssetOpsBench - MCP Server and AI Agent

[Dhaval Patel]

Hi CodaBench Users

Apology for cross-posting. 

We organized a competition https://www.codabench.org/competitions/10206/

We have two major updates and ways to get involved:

• Evaluate or Support AssetOpsBench: We recently added over 400 new scenarios to our Hugging Face Dataset to provide robust testing for industrial agents. You can check out the project on GitHub and explore the data on Hugging Face. If you find it useful, a GitHub star ⭐ would be greatly appreciated.
• Participate in the IJCAI 2026 Competition: We are hosting the IJCAI 2026 Industrial Automation Challenge. This competition benchmarks physics-grounded LLMs turning raw industrial noise into causal, FMEA-justified narratives across internal-reasoning and tool-augmented tracks. The dataset released on June 15, and submissions close August 1. Learn more & participate here.

For context, this framework builds on our recent work in industrial AI, including an upcoming Oral Talk at ACL 2026, a Poster Presentation at the KDD 2026 D&B track, and a hands-on MCP tutorial at KDD 2026.

Regards

Dhaval