Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Secure MCP runtime server for scanning and autofixing code issues
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.
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Works in Claude on the web, desktop and mobile:
https://mcp.qualityclouds.com/mcpRun this in your terminal
claude mcp add --transport http qualityclouds https://mcp.qualityclouds.com/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"qualityclouds": {
"url": "https://mcp.qualityclouds.com/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": {
"qualityclouds": {
"type": "http",
"url": "https://mcp.qualityclouds.com/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.qualityclouds.com/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 6, 2026
The registry name was verified against the domain qualityclouds.com (the registry checks domain ownership)
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.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.0.2) reached the registry 10 months 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, Symantec Cloud DLP AIops
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.
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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.
The code governance layer for enterprise platforms and AI-generated code, in any Git repository. This repository is the index of everything Quality Clouds publishes on GitHub.
Quality Clouds turns an organization's governance, security, and quality standards into machine-readable rules, then applies those rules where code is written and before it reaches production. Human-written code and AI-generated code go through the same rules.
We have been doing this since 2017 on enterprise SaaS platforms, where a bad change is expensive and hard to reverse. That rule library and the scan data behind it are what the products run on.
Two product lines, two different problems.
Norma by Quality Clouds reviews any Git repository the way a senior engineer would, in two layers. Findings are an AI review that asks the same architecture, database, and performance questions on every repository, such as whether the database has the indexes it needs or whether the app keeps a client-server split. Checks are rule-based and deterministic, the same verdict every time, and every check leaves an audit record. Norma runs inside the agent loop through the Norma MCP server (Claude Code, Cursor, Lovable, Replit, and any MCP client), on every pull request through the Norma GitHub App, and in VS Code. Stacks covered include JavaScript, TypeScript, Python, PHP, and Dart and Flutter. The repository's Production-Ready Score is a diagnostic and never blocks anything. Permanent free tier.
Quality Clouds for ServiceNow, Salesforce, Microsoft Dynamics 365, and Adobe governs the platform itself: Full Scan for a complete instance audit, Livecheck for real-time validation in the editor, and Quality Gates in CI to stop non-compliant changes.
| If you are | Start with | Sign up |
|---|---|---|
| Building in a Git repository, with or without an AI editor | norma-mcp | norma.qualityclouds.com |
| Running ServiceNow, Salesforce, Dynamics 365, or Adobe | action-full-scan and platform-mcp | id.qualityclouds.com/sign-up |
| Curious how AI-generated code actually scores | state-of-ai-code-2026 | No account needed |
| Repository | What it is | Platform |
|---|---|---|
| norma-mcp | Remote MCP server for Norma at https://api.qualityclouds.ai/mcp. Governance rules in the model's context at generation time, and a record of what was checked, fixed, and prevented. | Any stack |
| Norma GitHub App | Reviews every pull request and posts the result as a review comment. Asks for one permission: read and write on pull requests. Comments only; it has no access to repository contents. | Any stack |
| Norma for VS Code | Livecheck on the active file, results in the Problems panel, and a "Fix with AI" action that hands a prompt to your editor's AI chat. Also on Open VSX for Cursor and VSCodium. | Any stack |
| action-full-scan | GitHub Action that runs a Quality Clouds scan on every pull request, with inline results. | Salesforce, ServiceNow |
| platform-mcp | MCP server for ServiceNow and Salesforce: instance and scan visibility, real-time component validation, and rule lookups. | ServiceNow, Salesforce |
| Skill-production-ready-check | Free Agent Skill that scores a codebase 0 to 100 for production readiness. No account, no network calls, read-only. | Any stack |
| Repository | What it is |
|---|---|
| state-of-ai-code-2026 | Open dataset from scanning AI-generated public projects built with Lovable, Bolt, v0, and AI-assisted GitHub repositories. Methodology, ruleset, and charts included. CC-BY-4.0. |
| Repository | What it is |
|---|---|
| community | Announcements, feature requests, bug reports, questions, and roadmap. This is the only place we run discussions. |
| Norma-byQualityClouds-demo-repo | Sample application we scan in Norma demos. Deliberately imperfect. Not a starter template. |
| ai-summit-barcelona-2026 | Materials for "When code is cheap, governance is the hard part", Workshop 2 of the AI Foundations track at AI Summit Barcelona 2026. |
| .github | Security policy, code of conduct, contributing guide, and issue templates for the organization. |
Quality Clouds is a UK-headquartered company with offices in Barcelona and New York, governing enterprise platforms since 2017. ISO 27001:2022 certified and SOC 2 Type II attested.