OPEN LINK ↗
// 4h agoBENCHMARK RESULT
only-cli cuts agent web research tokens
only-cli (oc) turns web pages into compact, numbered CLI views so coding agents can retrieve only the content they need. Its benchmark reports 21% lower cost than WebFetch and 34% lower than WebSearch across language-document lookups, with support for authenticated sessions and major coding agents. [GitHub](https://github.com/only-cli/oc)
// ANALYSIS
The strongest idea here is progressive disclosure: agents see a cheap page outline first, then spend tokens only on relevant sections. The savings are compelling, but the tool remains a read-focused layer rather than a full browser replacement.
- –Numbered actions such as `find`, `read`, `next`, and `do` reduce repeated page chrome in multi-step research loops.
- –Browser impersonation and cookie-backed sessions help with sites that defeat basic fetchers.
- –The maintainer benchmarks are promising but limited; results vary by task and agent, and some workflows still favor native search.
- –No JavaScript rendering or form submission means browser automation remains necessary for interactive sites.
// TAGS
only-clicliweb-agentcoding-agentcontext-engineeringopen-sourcebenchmark
DISCOVERED
4h ago
2026-11-09
PUBLISHED
4h ago
2026-11-09
RELEVANCE
9/ 10
AUTHOR
AI LABS