Enables parallel searching of multiple scholarly sources, deduplication of results, and access to paper metadata, abstracts, open-access links, citation graphs, and SciVal metrics.
Enables an AI harness to scaffold deterministic research and writing task packs, execute those tasks externally, and import validated results through MCP tools with import gates and SQLite-backed artifacts. It supports research planning, experiments, manuscript review, and LaTeX writing workflows without bundling a language model.