Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Catch racist, sexist & ableist defaults in AI and human copy. Local rules, no account.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"un-default": {
"command": "npx",
"args": [
"-y",
"anti-default",
"mcp"
]
}
}
}Run this in your terminal
claude mcp add un-default -- npx -y anti-default mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"un-default": {
"command": "npx",
"args": [
"-y",
"anti-default",
"mcp"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"un-default": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"anti-default",
"mcp"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The registry name was verified with the GitHub account NomadBuilder, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.5.6) reached the registry 2 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, yontu
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Türkçe yazı denetimi: TDK kuralları, yapay zekâ izleri, metin türüne göre üslup.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
Formerly Anti-Default. Same tool — the name shifted so it reads as undoing
defaults, not opposing people. Old URLs under
darkai.ca/anti-defaultredirect here.
npx anti-defaultstill works as an alias fornpx -y anti-default.
Un-Default reviews copy, docs, UI strings, and live pages for racist defaults, sexist assumptions, ableist metaphors, and documented dogwhistles. It explains what it noticed and offers clearer alternatives.
No account. No AI required for matching. Open rules you can tune.
After Claude writes UI copy · Try the web app · Add the Chrome extension · Star on GitHub
One command — skill + MCP + PR check. This is the habit that sticks:
npx -y anti-default init
That also writes examples/un-default-demo.md and prints a sample scan so you see a finding immediately. Browser demo (shareable): /?demo=1.
Or install the Claude Code plugin from this repo’s marketplace:
claude plugin marketplace add NomadBuilder/un-default
claude plugin install un-default@un-default
Paste-ready MCP JSON and Claude Project instructions:
https://darkai.ca/un-default/for-agents/
Directory checklist: docs/PUBLISH-DIRECTORIES.md
{
"mcpServers": { "un-default": { "command": "npx", "args": ["-y", "anti-default", "mcp"] } } }
| Host | Where it goes |
|---|---|
| Cursor | .cursor/mcp.json (written by init) or Settings → MCP |
| Claude Desktop | Settings → Developer → Edit Config → claude_desktop_config.json (merge, quit, relaunch) |
| Claude Code | Plugin marketplace (above), or .mcp.json via init, or claude mcp add |
Tools: un_default_scan · un_default_fix · un_default_feedback
npx -y anti-default .
That is the whole local setup. It prints findings and exits non-zero on clear hits. Ambiguous or quoted matches stay advisory.
To pin it in a team project:
npm install --save-dev anti-default
Want the complete project setup?
npx -y anti-default init
init adds an ignore file, changed-files GitHub workflow, Cursor + Claude skills, .cursor/mcp.json + .mcp.json, Claude/Cursor after-edit hooks, CLAUDE.md instructions, and inclusive-check / inclusive-fix scripts. Existing files are never overwritten. Hooks surface hard findings back to the agent after Edit/Write so Claude keeps checking even when nobody remembers.
npx -y anti-default fix . # safe 1:1 autofixes only
npx -y anti-default . # remaining findings
Agents should not mark UI/docs work done until hard findings are cleared or explicitly marked fine in context. Soft/coded hits stay advisory.
# Preview autofixes without writing
npx -y anti-default fix . --dry-run
npx -y anti-default feedback --kind fine_in_context \ --rule guys-generic --match "guys" --context "…snippet…" \ --note "Quoted lyric" --open-issue
npx -y anti-default mcp
See for-agents for host-specific paste steps.
# Paths
npx -y anti-default ./src ./docs README.md
npx -y anti-default . --format json -o report.json npx -y anti-default . --format sarif -o results.sarif
npx -y anti-default --urls https://example.com https://example.com/about npx -y anti-default --urls-file urls.txt --format json
npx -y anti-default . --changed-from origin/main
npx -y anti-default baseline .
Commit a .undefaultignore so day-two noise doesn’t drown the team (example):
node_modules/
vendor/ *.min.js rule:guys # turn off one rule for this repo
Keep racist, sexist & ableist defaults out of the PR loop. This scans only changed files, fails on clear new findings, and leaves a checklist comment:
# .github/workflows/un-default.yml
name: Un-Default on: [pull_request] permissions: contents: read pull-requests: write security-events: write
jobs: scan: runs-on: ubuntu-latest steps:
Prefer SARIF for Code Scanning? Set format: sarif and output-file: un-default.sarif. Full inputs: action.yml.
Anonymous Action pings (no repo name or findings) feed public totals at darkai.ca/un-default/usage. Badge:

npx -y anti-default init installs .cursor/skills/un-default/SKILL.md — the definition-of-done workflow for AI-generated copy: fix → scan → ask or feedback → re-scan.
Source: skills/un-default/SKILL.md · feedback model: feedback/README.md
The npm package has no runtime dependencies and exposes the same analyzer used by the CLI and web app:
import { analyzeText, LANGUAGE_RULES } from "anti-default";
const result = analyzeText("Welcome, you guys."); console.log(result.findings);
Same rules as the app — on the page you’re already looking at.
[Add to Chrome →](https://chromewebstore.google.com/detail/anti-default-%E2%80%94-inclusive/aajdplalleopollfjegljkajkdcihmhc)
Runs offline from a bundled rule list. No tracking. No AI calls. Dev / unpacked: npm run extension:pack → Load unpacked → extension/ · details in extension/README.md
npm install && npm run dev # localhost:3000
Every suggestion cites the style guides and references behind it → /sources
src/lib/rules.tsnpm run corpusnpm run build → out/ Subpath (DarkAI): STATIC_EXPORT=true BASE_PATH=/un-default npm run buildProduction lives at darkai.ca/un-default and is also vendored in DarkAI.
MIT