Publication workflow + Skills + MCP

One Workspace for the Whole Publication Journey.

SuperWriter helps researchers, especially students and early-career authors, turn scattered notes, PDFs, figures, advisor feedback, and journal requirements into a structured manuscript workflow.

Literature mapping, storyline design, evidence tracking, LaTeX drafting, graphical abstracts, supporting information, AI peer review, and reviewer response stay connected in one desktop app.

See What It Does

1 workflow

From idea to submission package

Skills

Reusable writing and research expertise

MCP

Papers, citations, files, and visuals

A structured lifeline when your first manuscript feels too large to hold in your head.

Research Writing Is Hard

When a manuscript becomes too much to hold in your head.

Most students are not stuck because they lack effort. They are stuck because a paper is a moving system of claims, figures, citations, advisor comments, journal rules, and submission artifacts.

You have results, but not yet a story.

Figures, experiments, and model outputs need a central claim, a readable order, and a clear reason each panel belongs in the paper.

Advisor feedback is hard to turn into edits.

Comments like "the logic is weak" or "tone down the claim" need to become paragraph decisions, claim verbs, and concrete revisions.

The submission package keeps growing.

Main text, SI, cover letter, highlights, graphical abstract, references, and journal rules all need to stay aligned.

Generic AI loses the manuscript context.

A chatbot can polish a paragraph, but it rarely maintains your evidence matrix, figure plan, LaTeX files, revision history, and response letter together.

Capabilities

Everything Around a Manuscript, Connected

Manuscript Workflow

Move through journal routing, literature mapping, storyline design, evidence tracking, drafting, SI, submission package, review, and revision response.

Skills Engine

Purpose-built Skills encode research writing workflows, figure logic, peer review habits, field conventions, and reusable lab expertise.

MCP-Powered Research

Connect to Zotero, arXiv, PubMed, Semantic Scholar, full-text tools, web search, and scientific visual generation through MCP servers.

Review & Respond

Turn reviewer comments into response units, revision summaries, manuscript changes, and calibrated point-by-point replies.

Journal-Aware Preparation

Track publisher-family expectations for highlights, SI, graphical abstracts, TOC graphics, captions, and package completeness.

Local-First Projects

Keep manuscripts and project artifacts on your machine, with local version history and explicit AI-assisted changes.

Extensible Research Workspace

Add Skills and MCP servers for materials tools, literature search, data analysis, grant writing, scientific figures, and lab-specific workflows.

Desktop Writing Base

LaTeX editor, live PDF preview, file browser, citation-aware writing, capture-and-ask, Python/uv analysis, and version comparison in one window.

Scientific Visuals

From Manuscript Theme to Graphical Abstract.

SuperWriter can derive a visual brief from your paper topic, storyline, evidence matrix, and target journal, then help create graphical abstracts, TOC graphics, mechanism schematics, and method flowcharts through Scientific visuals MCP.

Article-derived briefs tied to verified claims
Prompt optimization for scientific accuracy and journal constraints
Graphical abstract, TOC graphic, mechanism schematic, and workflow diagram support
Saved prompt, metadata, and review notes for coauthor review

Publication Journey

A Paper Is a Workflow. SuperWriter Gives Each Step a Place.

Intake

Literature

Storyline

Draft

Figures

Graphical Abstract

Package

Review

Respond

Why SuperWriter

Not a Blank Chat Box. A Guided Manuscript Workspace.

SuperWriter starts from the reality of research writing: students need structure, not just generated prose. Skills route the work, MCP servers connect evidence and tools, and the desktop workspace keeps LaTeX, figures, citations, versions, and submission artifacts together.

Built by PolyAI for scientific writing, with strong support for materials, chemistry, polymer, and AI-for-science workflows.

A Calm Structure for High-Pressure Writing

SuperWriter helps students and research teams break a manuscript into manageable artifacts: claims, evidence, figures, sections, package files, review blockers, and revision responses.

Core manuscript Skills

MCP

Research tool connections

Local-first

Project workspace

Pricing

Start Writing With The Plan That Fits.

Choose monthly, annual, or lifetime access. One license binds to one device.

Monthly

Get started

¥189/mo

Full manuscript workflow
Skills engine and MCP integrations
Journal templates and scientific visuals
Single-device license activation

Get Started