---
license: cc-by-4.0
tags:
- code
- agents
- multi-agent-systems
- mast
- mad
- llm
pretty_name: 'MAD: Multi-Agent System Traces Dataset'
size_categories:
- 1K<n<10K
---
MAD: Multi-Agent System Traces Dataset

A dataset of Multi-Agent System (MAS) execution traces annotated with the Multi-Agent Systems Failure Taxonomy (MAST). Each record provides details about the MAS, the Language Model (LLM) used, the benchmark task, a link to the raw trace file, and structured MAST failure annotations.
Checkout https://github.com/multi-agent-systems-failure-taxonomy/MAST for the code!