Summary
This server connects Claude to Quality Clouds' LivecheckAI platform for real time code validation and auto fixing. It exposes a scan tool that checks code snippets against enterprise governance rules for platforms like Salesforce Apex, ServiceNow scripts, and Dynamics 365 plugins. The workflow is straightforward: Claude generates code, silently runs it through the validation endpoint, applies fixes for issues like SOQL injection or performance violations, then shows you the corrected version. You need a Quality Clouds account to authenticate. Useful if you're working in enterprise cloud environments where AI generated code needs to pass security and quality gates before it ships.
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AI Code Governance for enterprise platforms and for any Git repository. This repository is the index of everything Quality Clouds publishes on GitHub.
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: help@qualityclouds.com
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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Download Free life-time →Notes, actions and memory. Without a meeting bot. First month 100% off.
Download for free →belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →Block distracting apps from your iPhone permanently without a 3rd party app. Free and open source.
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