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NL;NL Labs

nlnl-labs/mcp

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

tools
4
transport
HTTP
last updated
Nov 11, 2026
View on GitHub

Tools

4 tools

Public tool metadata for what this MCP can expose to an agent.

list_jobsThe nine jobs, the models and systems tested on each, and the dates covered.

The nine jobs, the models and systems tested on each, and the dates covered.

No parameter schema in public metadata yet.

get_pickThe model or system a job's page currently picks, with its date and figures.

The model or system a job's page currently picks, with its date and figures.

No parameter schema in public metadata yet.

get_model_historyOne model's published results on one job, day by day.

One model's published results on one job, day by day.

No parameter schema in public metadata yet.

get_day_resultsEvery model's result on one job on one day.

Every model's result on one job on one day.

No parameter schema in public metadata yet.

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Readme

NL;NL Labs MCP connector

mcptry Listed on mcpservers.org

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/

View the full README on GitHub

Details

Repository
github.com/nlnl-labs/mcp
Website
nlnllabs.com/mcp
Transport
HTTP
Registry
MCP registry, active