This repository contains the data and supplementary materials associated with the article presenting a reproducible Docker-based framework for quantitative evaluation of multi-agent platforms. The dataset supports experiments comparing JADE and SPADE (with Prosody and Tigase XMPP backends) across scalability, distributed deployment, and workload scenarios. It may include raw and processed measurements, logs, configuration files, and scripts used to collect and aggregate performance results related to latency, variability, throughput, scalability, platform readiness, agent creation time, and resource utilization. The repository is intended to support reproducibility, artifact-based validation, and future comparative research on standardized benchmarking of multi-agent platforms.