NL;NL Labs

Connect Remote server

claude mcp add --transport http results https://mcp.nlnllabs.com/mcp

{
  "mcpServers": {
    "results": {
      "url": "https://mcp.nlnllabs.com/mcp"
    }
  }
}

{
  "servers": {
    "results": {
      "type": "http",
      "url": "https://mcp.nlnllabs.com/mcp"
    }
  }
}

Settings > Connectors > Add custom connector
URL: https://mcp.nlnllabs.com/mcp

Tools 4 found in our last check

• 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 each job and the dates covered. NL;NL Labs' own models are marked; NL;NL Desk is a system, not a model. Not open yet.

• 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;NL Labs' own models and systems (NL;NL Pull, NL;NL Desk) are never the pick. When one of ours would have been the pick under the same rule…

• 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, cost per 1,000 right in US dollars and IPD (right answers per dollar). On a job with two tests (Extract, Classify), every row names its test…

• 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 result that day, NL;NL Labs' own models and systems marked. On a job with two tests, the answer says what they are. Extract's documents da…

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