NL;NL Labs
Claude connectorCommunityDaily AI test results from NL;NL Labs in Claude: compare right answers per dollar on nine business jobs, with dated results and model histo…
The NL;NL Labs connector lets you read its published AI test results in Claude. NL;NL Labs tests AI models every day on the same business jobs and publishes each day's results with the date at https://nlnllabs.com.
Results measure right answers per dollar: the number of right answers divided by what the test run cost.
The nine jobs are:
- Classify: Route a support ticket
- Convert: English to Spanish
- Decide: Apply the rules to a refund request
- Extract: Pull fields from text and documents
- Find: Answer from contract paragraphs
- Fix: Repair a Python function
- Match: Pair a payment to invoices
- Resolve: Change a delivery appointment
- Write: Write a reply to a support message
The connector provides:
- A list of jobs, what counts as a right answer, the models and systems tested, and the dates covered.
- The model or system a job's page currently picks, with right answers per $1, cost per 1,000 right answers and the result date.
- One model's results on one job, day by day.
- Every model's result on one job on one day.
NL;NL Labs tests its own models and its NL;NL Desk system alongside the others. They are marked as NL;NL Labs' own. There is no paid placement or referral fee.
The connector is free and read-only. No account or sign-in is needed.
For each tool call, it records the tool, the job, model or date requested, the calling app's name and the time. It does not record your question or IP address. Privacy details: https://nlnllabs.com/privacy/
NL;NL Labs is #9,591 of 11,065 Claude connectors by popularity.
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- 4
exposed by this connector
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Data analytics3,701st of 3,994 by popularity · not ranked by trending score
| # | Connector | Popularity | Trending | 7d |
|---|---|---|---|---|
| 3699 | 1,585 | — | 1,101places down | |
| 3700 | 1,585 | — | — | |
| 3701 | NL;NL LabsThis page | 1,585 | — | — |
| 3702 |  NoiseFloor | 1,585 | — | — |
| 3703 | 1,585 | — | 1,564places down |
This connector isn’t ranked by trending score, so the category’s top connectors are shown instead.
| # | Connector | Trending | Popularity | 7d |
|---|---|---|---|---|
| 1 |  Hevy | 4,611,167 | 11,443 #301 | 2places down |
| 2 | 4,214,705 | 9,604 #577 | — | |
| 3 |  Adspirer Retail Media Ads | 684,184 | 10,578 #414 | 2places down |
| 4 | 632,495 | 9,778 #546 | 6places up | |
| 5 | 531,611 | 15,746 #38 | 66places up |
Tools
- get_day_results
- get_model_history
- get_pick
- list_jobs
- Categories
- Made by
- NL;NL Labs · Website
- Sign-in
- Not required
- Connector URL
- https://mcp.nlnllabs.com/mcp
- Transport
- Streamable HTTP
- Works with
- Claude, Claude API, Claude Code, Claude Desktop
- Added
- November 10, 2026
- More info
- Sponsorship
- Promote this connector