Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Free WCAG 2.2/ADA/508 accessibility MCP: scan, AI fixes, verify, vision audit, localhost tunnel
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.
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Works in Claude on the web, desktop and mobile:
https://mcp.webability.io/mcpOpen Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"webability": {
"command": "npx",
"args": [
"-y",
"@webability/mcp"
]
}
}
}Run this in your terminal
claude mcp add --transport http webability https://mcp.webability.io/mcpclaude mcp add webability -- npx -y @webability/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"webability": {
"url": "https://mcp.webability.io/mcp"
}
}
}Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"webability": {
"command": "npx",
"args": [
"-y",
"@webability/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": {
"webability": {
"type": "http",
"url": "https://mcp.webability.io/mcp"
}
}
}Paste into .vscode/mcp.json in your project
{
"servers": {
"webability": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@webability/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.
ChatGPT connects only to servers on the internet:
https://mcp.webability.io/mcpMenu names can differ slightly by plan and over time.
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.
We have not read this server’s tool list yet; we check endpoints in rotation.
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 7, 2026
The registry name was verified with the GitHub account snayyar00, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
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.
Either way works: install it on your computer or connect to the cloud version.
The GitHub repo last changed –, and the latest version (1.10.1) reached the registry 10 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, Tools MCP
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.
Web production tools for AI agents: contrast, JP text, WebP, JSON-LD, slugs, dates and 40+ more
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.
Accessibility checks your coding agent can act on: scan a page with two engines, get a structured fix for each issue, then re-check that the fix landed.
Free. Hosted at https://mcp.webability.io/mcp. No API key for scans. MIT.
Claude Code (plugin)
/plugin marketplace add snayyar00/webability-mcp
/plugin install webability-accessibility@webability
or claude mcp add --transport http webability https://mcp.webability.io/mcp
Cursor: Add to Cursor
VS Code: Install in VS Code · or run code --add-mcp '{"name":"webability","type":"http","url":"https://mcp.webability.io/mcp"}'
Claude.ai / ChatGPT / any MCP client: add a custom connector with the URL https://mcp.webability.io/mcp.
Local (the browser runs on your machine, so it scans localhost directly): npx -y -p @webability/mcp webability-mcp
Real output, scan_page on https://demo.vercel.store (trimmed):
Found 16 high-confidence issue(s): 0 critical, 4 serious, 8 moderate, 4 minor.
20 additional finding(s) need human review — see incomplete[]. Do NOT auto-fix these.
missing_label · serious · WCAG 1.3.1 · input.text-md.w-full.rounded-lg fix: { op: "add-attribute", attribute: "aria-label" } fixability: contextual missing_table_scope · moderate · WCAG 1.3.1 · thead > tr > th:nth-of-type(1) (vite.dev/guide) fix: { op: "add-attribute", attribute: "scope", value: "col" } fixability: mechanical
verify_fix input.text-md.w-full.rounded-lg wcag=4.1.2 NOT RESOLVED: 1 violation still present → "verified": false
add-attribute, set-attribute, remove-attribute, add-element, remove-element, add-text-content, suggest.mechanical = apply as given. contextual = the op is known, the value (alt text, a label) needs judgment. visual = needs rendered output; propose, do not auto-apply.{file, line, column, component} from the live component tree.fixed[], new[], remaining[] for a page.| What you get | |
|---|---|
| No account | Scan and check tools on the hosted server. Fair-use limits per IP: 30 browser scans/h, 10 AI fixes/h |
Free account (OAuth prompt in your client, or npx -y @webability/cli login locally) | Adds visual_audit (vision pass), start_audit / get_audit (full report), and webability-tunnel (lets the hosted server scan your localhost) |
No trial, no credits, no paid tier on the MCP.
It cannot judge if alt text is meaningful or if a custom widget makes sense with a screen reader. Use it to clear the automated layer in source, then test with assistive technology.
Lite — local stdio (npx / webability-mcp) | Full — hosted (https://mcp.webability.io/mcp) | |
|---|---|---|
| Account | None | None for scan tools; free account (OAuth sign-in) for visual and full audits |
| Scan / fix / verify | Yes (on your machine) | Yes |
| AI judge for uncertain findings | Off until you set OPENROUTER_API_KEY (your key) | On, nothing to set (our key) |
find_source | Yes | No |
scan_history / generate_report_pdf | Yes | No |
visual_audit / start_audit / get_audit | Listed as stubs → connect Full (still free) | Yes — free with your account |
| PostHog / dashboard analytics | Optional env only | On by default on hosted |
| `localhost` / private addresses | Yes — the browser runs on your machine | Via a tunnel — see below |
Use Lite (stdio). It runs the browser on your machine, so http://localhost:3000 is just localhost:
claude mcp add webability-local -- npx -y -p @webability/mcp webability-mcp
Other clients: add npx -y -p @webability/mcp webability-mcp as a stdio server.
Full (hosted) cannot reach your machine directly, by design. It runs in our cloud, so localhost there means *our* localhost. Every URL is checked before any fetch and loopback / private / link-local addresses are refused: without that check, anyone could point the server at internal services or a cloud metadata endpoint. That check is not relaxed for anyone.
webability-tunnelCI, a remote agent, or a dashboard-triggered scan cannot run Lite, because there is no laptop in the loop. For those, open a tunnel:
WEBABILITY_API_KEY=<your-token> npx -y -p @webability/mcp webability-tunnel --port 3000
It prints a https://tunnel.webability.io/t/ / URL and a secret. Pass the URL as url and the secret as tunnel_secret:
"Scan https://tunnel.webability.io/t/abc123.../ with tunnel_secret <secret>"
Your machine dials out to the relay, so the URL is an ordinary public hostname and the SSRF check above still applies unchanged — nothing is weakened to make this work. Same idea as ngrok, with three differences that matter when the thing on the far side is your dev machine:
Authorization / Cookie are stripped before anything crosses in.Anyone holding both the URL and the secret can read your dev server. Treat the pair like a password, and prefer Lite whenever there is a human at a keyboard.
Third-party tunnels (ngrok, cloudflared) also work — the hosted scanner treats their hostnames like any other public site — but they expose your dev server to anyone who learns the URL. Vite users, either way: add the tunnel hostname to server.allowedHosts, or it answers 403 Blocked request to everything.
start_audit is the exception on both transports — its pipeline runs on our servers even under Lite, so it can never reach a localhost URL.
Optional env:
WEBABILITY_API_URL (default https://api.webability.io) for self-hosted backends.POSTHOG_PROJECT_API_KEY or POSTHOG_API_KEY to enable PostHog MCP Analytics for MCP initialize, tools/list, and tool-call usage events.POSTHOG_HOST (default https://us.i.posthog.com) for EU or self-hosted PostHog ingestion.WEBABILITY_POSTHOG_MCP_ANALYTICS=off to force-disable PostHog MCP Analytics even when a PostHog key is present.scan_page runs two engines in parallel and deduplicates the results:
| Engine | Rules | What it covers |
|---|---|---|
| WebAbility detectors | 60+ | Gradient-aware contrast, weak names, decorative icons, landmark hierarchy, ARIA correctness, link consistency, target size, keyboard traps |
| axe-core | 104 | Industry-standard WCAG 2.2 baseline |
Every scan returns:
The scanner judges uncertain findings itself. Text on a gradient or image background is measured from rendered pixels. What the engines still cannot decide goes to an AI judge, which returns a violation with a concrete fix (alt text, a colour that meets the ratio) or a pass with its reason (listed in judged[]). Anything neither can settle is dropped — nothing is left for a human to review. Each judge call sends the page URL, the finding's markup and nearby text, and, when the page can take one, a PNG crop of the element.
Hosted (`https://mcp.webability.io/mcp`): nothing to set. The judge runs on our side with our models, for anonymous and signed-in callers alike: the server posts each uncertain finding to WebAbility's API. If our judge is unreachable, the findings it would have settled are dropped, never guessed.
Local (`npx` / `webability-mcp`): the judge is off until you give it a key. It is not local inference: your machine calls the model endpoint with your key (OpenRouter, or the WEBABILITY_JUDGE_BASE_URL you set). Set OPENROUTER_API_KEY to turn it on (vision anthropic/claude-haiku-4.5, text-only deepseek/deepseek-v4-flash; override with WEBABILITY_JUDGE_BASE_URL, WEBABILITY_JUDGE_VISION_MODEL, WEBABILITY_JUDGE_TEXT_MODEL, budget WEBABILITY_JUDGE_TIMEOUT_MS, default 20 s). WEBABILITY_JUDGE=off disables it in both modes. Without a key, the model-free verdicts still run (a measured contrast pass, a decorative or 1x1 image, a reduced-motion rule) and land in judged[]; findings they cannot settle are dropped.
Every issue from scan_page, flow_scan, diff_scan and scan_html carries a machine-readable fix and a fixability tier, so an agent can act without parsing prose:
{
"id": "wa-missing_button_type-a1b2c3", "fixability": "mechanical", "fix": { "op": "add-attribute", "attribute": "type", "value": "button", "currentValue": "", "needsManualReview": false } }
| Field | Values |
|---|---|
fix.op | add-attribute · set-attribute · remove-attribute · add-element · remove-element · add-text-content · suggest |
fixability | mechanical — value known, apply as given · contextual — op known, value needs judgment (alt text, a label) · visual — needs rendered output (contrast, focus ring, target size); propose, never auto-apply |
fix.value is present only when the engine already knows it. The legacy fix.attribute / currentValue / suggestedValue / needsManualReview fields are unchanged. get_rules lists the tier for every rule so you can pick the auto-fixable set up front.
On a React ≤18 or Vue dev build, scan_page, flow_scan and diff_scan read the component tree of the live page and attach the JSX call site to each finding:
{ "selector": "img#hero", "source": { "framework": "react", "file": "/app/src/Hero.tsx", "line": 12, "column": 5, "component": "Hero" } }
Open that file — no find_source round-trip. React 19 dropped _debugSource; there you still get component. Production builds have no tree; pass sourceRoot (Lite only) and issues without a pointer get sourceCandidates[] from a token grep of the selector.
scan_page, flow_scan, scan_html and diff_scan accept:
| Param | Effect |
|---|---|
minImpact | minor · moderate · serious · critical — drop anything below |
rules[] | keep only these rule ids (missing_alt, image-alt, …) |
wcag[] | keep only these criteria; a prefix like 1.4 matches 1.4.3 |
format: "compact" | one line per element, rule metadata printed once — a fraction of the JSON tokens |
Filters apply before the 50-item cap, so minImpact: "serious" returns every serious issue on a 300-issue page. The scan_history archive keeps the unfiltered result.
scan_html (since v1.6.0)scan_html no longer launches a browser by default. It runs the WebAbility detectors and axe-core inside jsdom in the MCP process — milliseconds, no network — and returns the same issues / judged / summary shape as scan_page, with fix.op on every finding. Fragments are wrapped into a document automatically. jsdom has no layout, so visual-tier rules (contrast, target size, focus ring) are skipped and counted in skippedVisual; pass engine: "browser" for the previous headless-Chr
Only the beginning is shown; read the rest in the repo