Invite-only beta — ScholarFlow is currently by invitation while we work through the list by hand.
Academic research, agent-first

Deep Research, but citation-verified.

ScholarFlow searches the literature across eight providers, keeps every citation traceable to its source, and hands the writing back to you — with your own Zotero library as the source of truth.

How ScholarFlow Works

Verified search, eight providers deep

Semantic Scholar, OpenAlex, Perplexity, PubMed, CrossRef, arXiv, Europe PMC, and more, in one query, ranked and deduplicated. Every result links back to its source.

Your Zotero, synced — not duplicated

ScholarFlow reads and writes your existing Zotero library. Your PDFs stay in YOUR Zotero; we never take a separate copy.

A concept graph, not just a list

Papers you save become a connected research corpus you can query — a concept graph that grounds everything ScholarFlow writes for you.

War Room: a multi-persona debate on your claim

Send a claim in and get a citation-grounded verdict from a multi-persona debate, with voice, instead of a single model's guess.

From draft to finished manuscript

Section-by-section critique, source suggestions, and grounded rewrites — exported straight to Markdown or Word.

Bring your own agent

ScholarFlow speaks MCP. Generate one token in Settings → Integrations → Agent, point any MCP-capable agent at the public manifest below, and it has your library, your search, and your War Room — nothing else to install.

https://scholarflowresearch.com/.well-known/scholarflow-agent.md

Currently invite-only

ScholarFlow is a free beta in a small private group while we work through the invite list by hand. If you already have an invite, sign in below. Otherwise, request one and we'll follow up.