Context7
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Description from the maker (original English)
Read, edit, search and compile the LaTeX, Typst or Markdown project open in Oleafly.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Download the maker’s .mcpb file
The link goes to the maker’s own file; we do not host or repackage it. Open the file and Claude Desktop installs it.
Run this in your terminal
Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The registry name was verified with the GitHub account Oleafly, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.4.8) reached the registry 11 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need MCPB on your computer.
In the same category: Context7, Codebase Memory, Exa
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
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A live collaborative LaTeX, Typst & Markdown editor for research.
Oleafly is a powerful editor for research writing in LaTeX, Typst and Markdown. The source, PDF, citations, figures, checks and Git history of a project all sit in one place. Write with your coauthors in real time, keep your projects in sync across computers, and bring Claude Code, Codex or any model you like into the project.
Download free · Read the guides · Run a server · Build from source
Free forever · Open source · No Oleafly account · No tracking
Everything here is free, including what other editors keep for paid plans: real-time collaboration with as many coauthors as you invite, full version history, Git and GitHub sync, Zotero, grammar checking and AI.
oleafly command builds, checks and syncs your projects from any terminal or CI job, with the same compilers and settings as the app.Share a project to your lab's Oleafly Server and everyone edits the same files at once. You see each person's cursor and selection, who's online, and what changed while you were away. Click someone's avatar to jump to the line they're working on.
Oleafly Server installs with one command on a Linux machine, whether that's a lab workstation, a university VM or a small cloud server:
curl -fsSL https://oleafly.com/server/install.sh | sudo sh
It's a single Rust binary that uses SQLite, keeps files on disk or in any S3-compatible store, and sends email over SMTP if you set it up. People sign in with GitHub or any OpenID Connect provider, so your university's single sign-on works. There are ready-made configs for Docker Compose, Coolify, Render and systemd, and guides for Railway, Cloudflare Tunnel and university certificates.
Admins get a console in Oleafly for people, access rules, projects, email and the security log. Every device signs its changes, and the server builds each snapshot from that signed history instead of trusting uploads.
Read the server guide for setup, backups and the full list of who can do what.
Turn on cloud sync and your library projects and app settings follow you from one computer to the next. Every download is checked against its record before it replaces a file, and a file you have open with unsaved changes is never overwritten.
You can sync to Dropbox, to Google Drive, or to a bucket of your own on Amazon S3, Google Cloud Storage, MinIO or another S3-compatible service.
Moving from an online LaTeX editor? Sign in to your account once from Oleafly, pick the projects you want, and they come over with their files, compiler and main file, ready to compile. It works with a university's own server too.
With a Git token from that account, Oleafly can keep an imported project in sync both ways, so coauthors who stay online keep working the way they do now. Two-way sync uses the service's own Git integration, which needs a paid or university plan on the project owner's account.
You can also start from a project ZIP, a GitHub repository, a Word document, an arXiv source bundle, or a PDF that Oleafly rebuilds as editable LaTeX. Or open a folder where it already is.
Pick an agent from the catalog and it works in your project with the source, the PDF and the compile log in reach. Each agent signs in with its own account and uses its own model. Oleafly gives it the project and the tools around it.
Claude Code
Codex CLI
Gemini CLI
Pi
OpenCode
Only the beginning is shown; read the rest in the repo