Alternatives to Liminary

OpenRead is an AI research platform that combines paper search, cited Q&A, comparison tools, and AI writing help in one browser workspace.

Mem is an AI knowledge base that captures your notes, meetings, and research and keeps a living picture of your work current in the background.

Local-first AI agent that turns your files, meetings, and research into finished decks, spreadsheets, and reports.

Agentic AI research workspace uniting LaTeX, Typst and Markdown writing with browser-run Python, R and Jupyter notebooks and a grounded knowledge base.

KnowTree is a browser-based research workspace that turns AI chats into branching conversation maps you can compare across models.

IKI AI is an LLM-powered knowledge workspace that captures your reads, summarizes them, and writes grounded in your own library.

Knowing® is a v0.2 preview tree outliner that runs AI actions on individual outline nodes instead of inside a chat thread.

Notion is the AI workspace that combines docs, wikis, databases and project tracking, then layers agents on top to find answers and run recurring work.

Paxton AI is a legal AI assistant for litigation teams — tied to a matter record, research, and drafting across all 50 states.

Otio is a persistent AI research workspace that keeps every PDF, article, video and transcript you upload in one searchable library, with page-level citations

Reflect is an open-source, end-to-end encrypted note-taking app with backlinks, local Markdown files, and an MCP server that lets Claude and Codex read and

AI academic writing assistant with grammar, plagiarism, AI detection, and reference checks built for journal submission.

Open-source, local-first AI workbench for the full scientific research lifecycle, with bundled scientific database tools and your choice of model provider.

All-in-one AI workspace for generating slides, essays, videos, images, podcasts, and research from a single prompt.

AI mind map generator that turns prompts, PDFs, videos, audio, and webpages into editable mind maps, working inside Claude, ChatGPT and any MCP-capable

Free Stanford research prototype that turns a topic into a cited, Wikipedia-style report through simulated expert–learner AI dialogue.

AI research assistant that searches 200M+ peer-reviewed papers and auto-cites in 2,600+ styles

Local-first academic IDE for Mac: read papers, cite sources, and write your thesis in one private app

Arky is a canvas-based document editor that turns scattered notes, PDFs, and research fragments into a structured outline you can actually see.

AI grant writing software that finds funders, drafts proposals in your voice, and tracks every deadline

Felo is a free multilingual AI search and creation workspace that answers in your language, then turns the answer into a doc, deck, or clip.

GAJIX turns any topic you name into a personalized AI-generated curriculum with adaptive explanations and practice.

Comet is Perplexity's AI browser for Mac, Windows, iOS, and Android, with an assistant that reads pages, drafts messages, and runs small tasks inside your tabs.

A visual knowledge base with an AI Tutor that builds structured courses from your own sources.

VectorShift is an AI operating system for private market investors, tracing every figure back to the source document and page.

Chinese-language search engine that returns cited, synthesized answers instead of link lists.

Free Obsidian plugin that surfaces related notes and passages beside the note you're writing, using local embeddings and no API key.

Open-source, markdown-first note-taking app with backlinks, daily notes, and optional AI on your own API key

Kortex is an AI writing workspace and second brain for minimalist writers and note-takers — now rebranding to Eden.

Flot.ai is a desktop AI copilot with a searchable personal memory that works inside any app or browser tab.