/ RESEARCH & STUDIES

The Research Hub
Advancing AI Long-Term Memory.

Memwyre Research Lab publishes studies, evaluations, and datasets exploring how entity graphs, pruning algorithms, and context compression solve statelessness in AI agent networks.

$npx -y install-memwyre
The LoCoMo Benchmark Report
Evaluation ReportActive

The LoCoMo Benchmark Report

Our core evaluation matrix checking long-context recall, entity traversal, and temporal consistency across 1,540 simulated developer query runs.

ACCURACY: 73.5% | HIT@10: 88.8% Read Report

Advance Your AI Architecture

Access our open source benchmark repositories, integrate Model Context Protocol memory servers, and build stateful agents.