Aiiq Mcp

io.github.shea256Published by GitHub account shea256v0.2.0Updated Oct 24, 2026

Query AI IQ (aiiq.org) model IQ, rankings, benchmarks, and methodology.

VerifiedSTDIODesktop onlyData & AnalyticsAI & ML

Overview

AI-generated overview

Read-only MCP server that lets an assistant query AI IQ (aiiq.org) model IQ scores, rankings, benchmarks, domains and methodology.

What you can do
  • List and inspect models with IQ, dimension scores, rank and cost, and compare several side by side
  • Browse leaderboards: list available rankings and fetch ordered models for a ranking id
  • Explore applied-capability domains and their benchmark leaderboards
  • Look up the benchmark catalog and read how AI IQ is computed
When to use it
Useful when you want an assistant to look up or compare AI model IQ scores, rankings and benchmark results from AI IQ while discussing model choices, without leaving the chat.
Requirements
Node.js 18+ to run the npm package locally via npx; no API key required. Network access to the public AI IQ API over HTTPS. Optionally set AIIQ_API_BASE to point at a different versioned API root.
Before you install
Read-only and needs no credentials, so risk is low. Queries go to the third-party AI IQ API over HTTPS, and overriding AIIQ_API_BASE sends requests to whatever host you specify. Scores and rankings are third-party data and should be treated as such.

Installation

In SourceWeft

  1. Open Aiiq Mcp in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

@aiiq/mcp

Model Context Protocol server for AI IQ — query AI model IQ, rankings, applied-capability domains, benchmarks, and methodology from any MCP client (Claude Code, etc.).

Read-only. Talks to the public AI IQ API over HTTPS; no API key required.

Install

Requires Node.js 18+. No API key needed. Works in any MCP client.

Claude Code (one command):

bash
claude mcp add aiiq -- npx -y @aiiq/mcp          # add --scope user for all projects

Claude Desktop — edit claude_desktop_config.json (Settings → Developer → Edit Config) and add:

json
{  "mcpServers": {    "aiiq": { "command": "npx", "args": ["-y", "@aiiq/mcp"] }  }}

Then fully quit and reopen the app. (If Node is managed by nvm/asdf, use the absolute path to npx as the command, since the desktop app doesn't inherit your shell PATH.)

Cursor / Windsurf / other clients — same JSON in the client's MCP config:

json
{ "mcpServers": { "aiiq": { "command": "npx", "args": ["-y", "@aiiq/mcp"] } } }

Tools

  • list_models — all public models with IQ, 7 dimension scores, emotional reasoning, rank, cost
  • get_model — full detail for one model (incl. per-benchmark results)
  • list_rankings — available leaderboards with ids, names, model counts, and URLs
  • get_ranking — ordered models for one ranking id
  • list_domains — applied-capability domains and benchmark counts
  • get_domain — model composite IQs and benchmark leaderboards for one domain
  • list_benchmarks — benchmark catalog
  • get_methodology — how AI IQ is computed
  • compare_models — side-by-side detail for several models

Config

  • AIIQ_API_BASE — override the versioned API base URL (default https://www.aiiq.org/api/v1). A custom value must be the API root that contains paths such as /models and /rankings.

Development

bash
pnpm installpnpm testpnpm build

License

MIT

Source: README.md at commit d2b0b02

Tools

0
SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

1
  1. v0.2.0LatestSep 16, 2026

Score

50% of the applicable checks met

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  • Reached in the last 30 days25 pts

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  • Auth declared10 pts

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  • Tools listed15 pts

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  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts