The agentic browser
Most AI tools grab a few search snippets and stop. In Skillerr, the agentic browser, your AI opens real pages, many at once, and follows the links that matter, in tabs you can watch. Everything it finds is filed into a research graph and real folders you keep.
Free with Claude Desktop, Claude Code, Cursor or a local model. Mac, Windows and Linux.
Research in the open
Your AI reads many pages at once, not one at a time, and every one of them opens where you can see it. One fact or fifty pages, you watch it happen.
Research memory
Every session your AI runs becomes part of a private graph of pages, notes, skills, topics, and the people, places and products that came up. It connects as you browse, and glows where you research most.
recall before every task.Research folders
The first browser we know of that files your AI's research into real folders on your own disk.
As your AI files each session under topics, Skillerr turns them into a tree of folders, like Travel › Japan › Tokyo. Each holds the sessions, notes, skills and pages behind it, and links to related folders.
~/Skillerr/research with a Markdown index and your notes. Open it in Finder or Explorer, sync it, share it.Control
Every step shows up in plain words, and anything that spends money, signs in or deletes waits for you.
Skills, and everything in one place
Skills form out of research. When your AI has to work something out on a site, like where the real search box is, which filter to set, or which step it hid, Skillerr offers to keep that as a skill. You approve it, and next time any AI you connect goes straight through.
SKILL.md, shared with Claude Code if you like. Sealed .skill packages are checked before install, so you see who made a skill and that it wasn't changed.~/Skillerr/notes. Your AI can reopen it in any new chat.Works with the AI you already have
Connect Claude Desktop, Claude Code or Cursor in one click and Skillerr is free. Your research follows your AI into every new conversation.
SKILL.md format.Every day
Use it every day, with or without an AI. Pause the AI and you're in Human mode: it's just your browser, and nothing goes to an AI.
Pricing
Every feature is free when you bring the AI: Claude Desktop, Claude Code, Cursor, a local model or your own key.
Questions
Yes. Connect Claude Desktop (the free plan works), Claude Code, Cursor, a local model or your own API key, and Skillerr costs nothing, with no features held back.
On your computer. Skillerr has no server that collects it. What leaves your computer is what your chosen AI reads to do the task: the pages it opens, and related past research it gets from recall. That goes to the AI you connected, or nowhere if it's a local model.
For each research session: the goal, which AI ran it, the pages visited (URL, title and a few keywords, never the full text), the notes and skills it produced, and its topics. Pages with password or payment fields are kept as a visit only. Use "Don't remember" on any session, Forget on any node, turn memory off, or clear everything in History & Bookmarks.
Yes. Notes live in ~/Skillerr/notes, and Skillerr tells connected AIs where they are, offers them as MCP resources, and gives your AI my_research and read_note, so a new chat continues instead of starting over. Learned skills can also be shared with Claude Code.
In ~/Skillerr/research on your computer: one folder per topic, each with a Markdown index and links to your notes (in ~/Skillerr/notes). They're ordinary files, so you can open, sync or share them.
To browse, yes; Skillerr starts by itself when your AI first uses it. To read your notes and skills, no: they're shared with your AI straight from disk.
Claude Desktop, Claude Code and Cursor connect in one click. Windsurf, Cline, LM Studio and other MCP apps connect with a config you copy. In the built-in panel: Ollama or LM Studio models, or a Gemini, Claude, OpenAI or OpenRouter key. ChatGPT isn't supported yet.
It can try. Prompt injection is an open problem for every AI browser. Skillerr marks page text as untrusted, never lets payments, passwords, sign-ins or deletions through without your OK, and gives you Pause, Take over and Undo. Watching it work is part of the safety.
Our mission
The web was built for people clicking one page at a time. Now AI agents browse it for us, and the old browser gets in the way: hidden searches you can't check, answers that vanish when the chat ends, and forty heavy tabs you never read but are scared to close.
Skillerr is a browser made for that new reader. Your AI does the reading in the open, in tabs you can watch and pause. What it learns is kept: a private research graph of every page, note and connection, so research compounds instead of evaporating. Our mission is simple: make AI research on the web visible, trustworthy, and cumulative, so every question you ask makes the next one easier.
A skill is something you only have to learn once. A skiller is the one who keeps learning them. When your AI works out how a site really works, like the hidden step or the fussy date picker, Skillerr saves it as a skill, with your OK, and uses it next time.
Skillerr is also home to the open .skill protocol: a way to package a skill so it can be sealed, verified and shared, like a signed app, so you can trust a skill before your AI follows it.
recall it, instead of digging through yesterday's tabs.Get started
Early builds aren't notarized by Apple or signed for Windows yet. Mac: open Skillerr once, then System Settings → Privacy & Security → Open Anyway. Windows: More info → Run anyway. Details