Compiles the research paper into a submission-ready LaTeX document, using venue-specific templates and formatting rules.
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type @ followed by the MCP server name and your instructions, e.g., "@PaperPilot turn my research folder into a submission-ready academic paper"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
An MCP server that turns a research folder — code, data, figures, notes — into a compiled, submission-ready academic paper. Runs entirely on your machine; nothing is ever uploaded.
Website: sjgod1427.github.io/PaperPilot Download: Latest release
Point PaperPilot at a research folder and it runs a five-stage pipeline:
Screening — checks the research for issues that would sink a submission (test-set leakage, statistical-validity problems, illegible figures, cross-file numeric mismatches) before writing a word.
Venue resolution — figures out the target venue's real formatting rules and page limits, or helps you pick one.
Structure & drafting — writes the paper into a real LaTeX template, filling every page it's allowed to.
Humanization — rewrites the draft for plain, direct academic prose.
Final QA — checks the compiled paper against the source material for hallucinated claims before calling it done.
Related MCP server: Scientific Paper Reading Assistant
Download PaperPilot.exe from the latest release and run it — see INSTALL.md for the full setup for Claude Desktop, claude.ai, or Claude Code. The website walks through the same steps interactively, including a live connection checker.
src/paper_writing_pipeline/ — the MCP server (Python, uv-managed).
website/ — the marketing/distribution site (Next.js, static export, deployed to GitHub Pages via .github/workflows/deploy-website.yml).
tests/ — Python test suite (uv run pytest).
Python side:
uv sync
uv run pytest -qWebsite:
cd website
npm install
npm run devThis server cannot be installed
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If you are the server author, to access and configure the admin panel.
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