NL;NL Labs

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

GitHub

Hosted MCP Server

npx add-mcp 'https://mcp.nlnllabs.com/mcp'

Installs into Claude Code, Codex, Cursor and more

Documentation

NL;NL Labs MCP connector

mcptry

Source for the read-only MCP server at https://mcp.nlnllabs.com/mcp. It reads the daily AI test results published on nlnllabs.com and returns them to Claude, ChatGPT or any MCP client. No account or sign-in.

Tools:

  • list_jobs: the nine jobs, the models and systems tested on each, and the dates covered.
  • get_pick: the outside model a job's page currently picks, with its date and figures. NL;NL Labs' own models are never the pick.
  • get_model_history: one model's published results on one job, day by day.
  • get_day_results: every model's result on one job on one day.

All data is read live from the public files on nlnllabs.com; nothing is stored here. Each tool call records the tool, the job, model or date asked about, the calling app's name and the time; not the question or the IP address. Records are deleted after 12 months. Privacy: https://nlnllabs.com/privacy/

Runs on Cloudflare Workers (wrangler.jsonc). Registry entry: com.nlnllabs/results (server.json).

Docs: https://nlnllabs.com/mcp/