Ext Ops Panel
Open dashboard
Comparison

AI Stupid Level vs Benchwarmers

AI Stupid Level is an MCP server published by StudioPlatforms. Marketplaces we read that list it: 1 (Official MCP Registry). Benchwarmers is an MCP server published by WendellResearch-AI. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-11-10. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.

Where each is published

Where each is published
MarketplaceAI Stupid LevelBenchwarmers
Official MCP Registry Listed
Version: 0.1.1
Downloads/month (npm): 77
Downloads/week (npm): 77
Forks (GitHub): 0
Stars (GitHub): 0
Not marked · First seen
Listed
Version: 0.6.5
Downloads/month (npm): 3 310
Downloads/week (npm): 1 420
Forks (GitHub): 0
Stars (GitHub): 1
Not marked · First seen

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

The facts side by side

AI Stupid Level vs Benchwarmers
FactAI Stupid LevelBenchwarmers
Marketplaces that list it11
Stars (GitHub) (differs)0 (worse)1 (better)
Forks (GitHub)00
Last release (differs)2026-10-20 (worse)2026-11-10 (better)
Where it runs (differs)On your machine (@aistupidlevel/mcp)On your machine (@wendellresearch-ai/benchwarmers)
Transportstdiostdio
Tools it declaresNot publishedNot published
Environment variables it asks for (differs)3, secrets among them: 23, secrets among them: 1
LicenceNot statedNot stated
Repository (differs)github.com/studioplatforms/aistupidlevel-sdkgithub.com/wendellresearch-ai/benchwarmers
Changes in the last 7 days (differs)05
First seen (differs)2026-10-202026-10-23

Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.

What each says it does

AI Stupid Level

In its own words, on Official MCP Registry:

LLM benchmark rankings, drift status, incidents and Smart Router previews from AI Stupid Level.

Benchwarmers

In its own words, on Official MCP Registry:

Ask a collection of LLMs at once through your Benchwarmers server; verdicts pick the next panel.

How to run each

AI Stupid Level As a local MCP server: npm package

Claude Code
claude mcp add --env "ASL_DATA_KEY=<YOUR_ASL_DATA_KEY>" --env "ASL_ROUTER_KEY=<YOUR_ASL_ROUTER_KEY>" --transport stdio aistupidlevel -- npx -y @aistupidlevel/mcp

Requires: ASL_DATA_KEY (secret), ASL_ROUTER_KEY (secret)

Benchwarmers As a local MCP server: npm package

Claude Code
claude mcp add --env "BENCHWARMERS_KEY=<YOUR_BENCHWARMERS_KEY>" --transport stdio benchwarmers -- npx -y @wendellresearch-ai/benchwarmers mcp

Requires: BENCHWARMERS_KEY (secret)

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Tools each declares

Neither one's marketplaces publish a list of tools, so there is nothing to compare.

Settings each asks for

Only AI Stupid Level asks for

  • ASL_DATA_KEY (secret)
  • ASL_ROUTER_KEY (secret)
  • ASL_SANDBOX

Only Benchwarmers asks for

  • BENCHWARMERS_KEY (secret)
  • BENCHWARMERS_TIMEOUT
  • BENCHWARMERS_URL

Settings as each marketplace publishes them. Asking for fewer is not better in itself.

What it can do: AI Stupid Level · What it can do: Benchwarmers · Compare two other plugins

Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built