Quality Clouds Server

AI Code Governance for enterprise platforms and for any Git repository. This repository is the index of everything Quality Clouds publishes on GitHub.

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What we do

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 governs any Git repository, in any stack. It connects to Cursor, Claude Code, Lovable, Replit, and other MCP clients, so the rules for your stack are in the model's context while it generates, and it gives the repository a Production-Ready Score across security, performance, scalability, manageability, maintainability, and architecture. The score is a diagnostic, not a gate. Permanent free tier.

Quality Clouds for ServiceNow, Salesforce, Microsoft Dynamics 365, and Adobe governs the platform itself: Full Scan for a complete instance audit, LivecheckAI for real-time validation in the editor, and Quality Gates in CI to stop non-compliant changes.

Start here

If you are	Start with	Sign up
Building in a Git repository, with or without an AI editor	norma-mcp	portal.qualityclouds.ai
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

Everything we publish

Install and run

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
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

Data and research

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.

Community and examples

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.
.github	Security policy, code of conduct, contributing guide, and issue templates for the organization.

Support

• Questions, ideas, and bugs: community discussions
• Security reports: SECURITY.md
• Anything else: [email protected]

About Quality Clouds

Quality Clouds is a UK-headquartered company with offices in Barcelona and New York, governing enterprise platforms since 2017. ISO/IEC 27001 certified.

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