epireve

coscientist

10-agent Expedition pipeline for end-to-end academic research. Discovers, triages, extracts, and synthesizes papers across Consensus, Semantic Scholar, and Google Scholar with three human-in-the-loop break points.

Stdio MCP server for retraction status + PubPeer comments. Wraps Crossref update-to / updated-by fields and PubPeer's public publication API. Pure-stdlib networking; no API keys required.

Stdio MCP server: .docx / .tex / .md → structured AST. Extracts sections, citations (latex / pandoc / numeric / author-year), word count. Markdown + LaTeX paths are pure stdlib; .docx requires pandoc on PATH.

Read-only stdio MCP over Coscientist's per-project citation / concept / author graph. Wraps lib/graph.py SQLite-adjacency tables and adds BFS shortest-path. Forward-compatible with the planned Kuzu backend migration.