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Show HN: Turning websites into micro CLIs for Claude Code to save on tokens

Only-CLI released oc, an open-source tool that turns websites into compact, numbered command-line interfaces for AI agents, cutting token usage from tens of thousands to a few hundred per page. The tool, installable via `npm install -g @only-cli/oc` and requiring Node 20+, works with agents like Claude Code, Codex, and Antigravity, and includes tuned shortcuts for sites such as Hacker News, GitHub, and Reddit.

read5 min views1 publishedAug 19, 2026
Show HN: Turning websites into micro CLIs for Claude Code to save on tokens
Image: Michielbdejong (auto-discovered)

Turns websites into a command line interface for AI agents. oc open <url>

fetches a page and hands back a compact, numbered view instead of raw HTML or a screenshot, so agents like Claude Code, Codex, and Antigravity can browse without burning tokens. It also gets past blocks that stop naive fetchers on some sites, by talking to the page the way a real browser would.

$ oc open news.ycombinator.com
[1] Show HN: I built a tiny CSV toolkit
[2] 312 comments
...
actions: do <n> | read <n> | next | raw

$ oc do 1

A typical page is tens of thousands of tokens of markup; the view above fits in a few hundred. No per-site adapters required, no browser extension, no daemon.

If you are an LLM reading this repository, llms.txt is the short version.

npm install -g @only-cli/oc

Requires Node 20+. Requests impersonate Chrome via impers; falls back to native fetch if impers is unavailable.

Add one line to your agent's instructions file (CLAUDE.md, AGENTS.md, or equivalent):

When you need content from a web page, run

npx @only-cli/oc open <url>

instead of fetching raw HTML. Runnpx @only-cli/oc --help

once to learn the commands.

Claude Code users can install the skill instead: copy skills/only-cli/

into .claude/skills/

, or run npx skills add only-cli/oc

, which also works in Cursor, Codex, Copilot, and others via skills.sh.

No setup at all also works: npx @only-cli/oc

runs without a global install, and teaches its own commands through --help

and the actions:

line on every render.

oc open <url>          fetch and render a page with numbered actions
oc do <n>              follow the numbered link [n], or read [n] if it is text
oc find <query>        where a string appears on the page already open
oc read <n>            full text of the region at [n], up to 2000 tokens
oc next                the next budget worth of the page already open
oc raw [url]           distilled markdown of the whole page
oc fill <n> <text>     type into a numbered input               (v0.2)
oc submit [n]          submit a form                            (v0.2)

Flags: --budget <tokens>

(default 500), --json

, --html

(raw as cleaned HTML), --session <name>

, --verbose

/-v

(metrics on stderr, or export OC_VERBOSE=1

).

oc open

remembers the page it rendered in a JSON file per session under ~/.only-cli

(override with OC_HOME

), so oc do 3

follows [3]

without the agent ever handling a URL. Pages longer than the budget say what they left out; oc find

, oc read <n>

, and oc next

read the rest without refetching the page. The budget is a target rather than a hard cap: a page that would only run a little long is printed whole rather than cut, since one extra tool call costs far more than the tokens it would have saved.

Works on any mostly-static site with no per-site setup: news sites, blogs, documentation, forums, search engines. On top of that, clis/

ships tuned shortcuts for:

website domain shortcuts
Hacker News news.ycombinator.com top , new , item <id> , user <name>
reddit.com (via old.reddit.com) sub <name> , post <id> , user <name> , search <query>
GitHub github.com repo <owner> <name> , user <name> , search <query> , trending , issues <owner> <name>
X x.com user <name> , post <id>
linkedin.com profile <name> , company <name> , jobs <query> (public guest views)
DuckDuckGo duckduckgo.com search <query> , lite <query>
Bing bing.com search <query> , news <query>
Stack Overflow stackoverflow.com (via Atom feeds) question <id> , tag <name> , user <id> , recent
Yahoo Finance finance.yahoo.com quote <symbol> , news <symbol> , history <symbol> , lookup <query> , markets , gainers , losers , trending
YouTube youtube.com video <id> , channel <name>

A few of these (X, Stack Overflow, YouTube) read pages that look login-gated or JS-only from the outside, by finding the server-rendered HTML, feed, or inline data the page already ships without a login. Not supported yet: pages that only render with JavaScript, sites behind logins, and sites with hard bot challenges that expose no feed.

Want a website on that list? Open a pull request, or an issue naming the site — see CONTRIBUTING.md.

Full methodology, per-task numbers, and other agents/models live in only-cli/benchmarks. The short version, measured against live sites across a news front page, a Reddit discussion, a search results page, and more:

method tokens for 6 real pages notes
oc open
1,936 only method that returned real content on every page
Jina Reader 16,402 blocked on the Reddit page
raw HTML fetch 177,685 blocked on the search page

Early. v0.1 covers static pages, budget-aware rendering, and offline tests. Sessions, oc do <n>

, oc find <query>

, oc read <n>

, and oc next

are in, the rest of the actions (fill

, submit

, back

) land in v0.2, and a lazy headless fallback for script-heavy pages in v0.3.

Known limits, honestly: no JavaScript rendering yet, no sites behind logins yet, and pages behind hard bot challenges may still refuse the tool.

only-cli, creator and maintainer

MIT

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