MCP server that remembers AI mistakes and prevents regressions - AI makes it fast, Clouvel makes it right
Project description
Clouvel
AI makes it fast. Clouvel makes it right.
Your AI remembers its mistakes. Regression Memory records every error and auto-warns before it happens again.
Try all Pro features free for 7 days — no credit card required. Run start_trial in Claude Code.
Why Clouvel?
AI coding is fast but forgetful:
| The Pain | What Actually Happens |
|---|---|
| AI repeats mistakes | Fixed a bug yesterday, AI recreates it today |
| No one reviews your code | Ship bugs you'd catch with a second pair of eyes |
| You forget past decisions | "Why did we do it this way?" — no one remembers |
| Context resets every session | New chat = new AI = same old mistakes |
Free to act. Paid to remember.
What Clouvel Does
1. Memory — AI that learns from its mistakes
AI: ⚠️ REGRESSION MATCH: This error happened before.
Root cause: Missing null check on DB query result
Prevention: Always validate query results before accessing properties
(Memory #7 — hit 4 times, saved 3 bugs)
2. Feedback — 8 managers review in 30 seconds
👔 PM: "User story covers happy path, but what about failed attempts?"
🛠️ CTO: "Consider rate limiting for brute force protection."
🔒 CSO: "⚠️ Password hashing not implemented."
3. Gate — Think before AI codes
You: "Build login"
AI: ❌ BLOCKED - No PRD found. Write a spec first.
You: *writes PRD with requirements*
AI: ✅ PASS - Ready to code.
Memory + Feedback + Gate = AI that gets smarter over time.
Quick Start
# Install
pip install clouvel
# Add to Claude Code (auto-detects your platform)
clouvel install
# Start coding - can_code check runs automatically
claude
That's it. No config needed.
FREE vs PRO
| FREE | PRO ($7.99/mo) | |
|---|---|---|
| Projects | 1 active (archive to switch) | Unlimited |
| Templates | lite + minimal |
All (lite + standard + detailed) |
| Managers | 1 (PM only) | 8 (PM, CTO, QA, CDO, CMO, CFO, CSO, Error) |
| Meeting | 3 full meetings/month | Unlimited |
| can_code | WARN (doesn't block) | BLOCK (enforces PRD) |
| Knowledge Base | 7-day retention | Persistent across sessions |
| Regression Memory | - | Records errors, auto-warns on repeat, monthly report |
| Error Learning | - | Learns from your mistakes |
| Execution Plan | - | plan with step-by-step actions |
Want to try everything? Start a 7-day free trial — all Pro features, no credit card.
> start_trial
✅ 7-day Pro trial activated!
Get Pro → Use code LAUNCH70 for 70% off annual ($23.99/yr)
Key Tools
| Tool | What it does | FREE | PRO |
|---|---|---|---|
can_code |
Checks if you can start coding | WARN | BLOCK |
start |
Project onboarding + PRD templates | lite |
All templates |
quick_perspectives |
Quick blind-spot check (3-4 managers) | ✓ | ✓ |
manager |
C-Level review meeting | PM only | 8 managers |
meeting |
Natural meeting transcript | 3/month | Unlimited |
plan |
Detailed execution planning | - | ✓ |
ship |
lint → test → build pipeline | - | ✓ |
record_decision |
Save decisions to Knowledge Base | - | ✓ |
error_learn |
Learn from mistakes | - | ✓ |
memory_status |
Regression Memory dashboard | - | ✓ |
memory_search |
Search past error patterns | - | ✓ |
memory_report |
Monthly savings report | - | ✓ |
memory_global_search |
Search memories across all projects | - | ✓ |
set_project_domain |
Isolate memories by domain (personal/work/client) | - | ✓ |
start_trial |
Activate 7-day Pro trial | ✓ | - |
7 project types: web-app, api, cli, chrome-ext, discord-bot, landing-page, saas
Installation
Requirements
- Python 3.10+
- Claude Code, Claude Desktop, or VS Code with Claude extension
Install
pip install clouvel
Connect to Claude
Automatic (recommended):
clouvel install
Manual configuration
Windows:
{
"mcpServers": {
"clouvel": {
"command": "py",
"args": ["-m", "clouvel.server"]
}
}
}
Mac/Linux:
{
"mcpServers": {
"clouvel": {
"command": "python3",
"args": ["-m", "clouvel.server"]
}
}
}
Usage Examples
Block coding without PRD
You: "Build a user authentication system"
Clouvel: ❌ BLOCKED
- PRD.md not found
- Architecture.md not found
💡 Write a PRD first. Use `start` to begin.
Start a new project
You: "Start a new project"
Clouvel: 🚀 Project detected: web-app
Questions:
1. What's the main goal?
2. Who are the users?
3. What are the core features?
→ Generates PRD from your answers
Get manager feedback (Pro)
You: "Review my login implementation"
👔 PM: User story covers happy path, but what about failed attempts?
🛠️ CTO: Consider rate limiting for brute force protection.
🧪 QA: Need tests for edge cases - empty password, SQL injection.
🔒 CSO: ⚠️ CRITICAL - Password hashing not implemented.
Status: NEEDS_REVISION
Links
License
MIT License - see LICENSE for details.
AI makes it fast. Clouvel makes it right.
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