NL;NL Labs

Free daily AI pricing per right answer, for business jobs.

Install

Remote server: your requests and data go to mcp.nlnllabs.com. Claude Code: claude mcp add --transport http nl-nl-labs https://mcp.nlnllabs.com/mcp · Claude app: Settings → Connectors → Add custom connector.

What it can do

The tools this server listed when we connected to it, in its own words.

• list_jobs — Lists the jobs NL;NL Labs tests every day, what each one asks, what counts as right (the site's own words), the models and systems tested on
• get_pick — Use it when someone asks which model to use for a job. Returns the job page's latest published pick. The pick is always an outside model: NL
• get_model_history — Use to follow one model on one job over time (for example, has it got cheaper or worse). Returns its published days: right answers, items, c
• get_day_results — Use to compare the models and systems on one job on one day. Leave date out for the newest day. Returns every model's and system's published

KitScout test notes

Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.

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