clouvel 6.2.0

MCP server that remembers AI mistakes and prevents regressions - AI makes it fast, Clouvel makes it right

Clouvel

Stop Claude Code from breaking your code.

Claude Code is fast. But it forgets what it broke yesterday and breaks it again today.

Clouvel remembers. It records every error, warns before repeats, and blocks coding without a spec.

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The Problem

What happens	Why it hurts
AI recreates a bug it fixed yesterday	No error memory between sessions
You ship without anyone reviewing	No second pair of eyes
"Why did we do it this way?"	Decisions lost when context resets
New session = same old mistakes	AI starts from zero every time

What Clouvel Does

1. Error Memory — AI that learns from mistakes

AI:  Warning: This error happened before.
     Root cause: Missing null check on DB query result
     Prevention: Always validate query results before accessing
     (Memory #7 — prevented this bug 3 times)

2. Spec Gate — Think before AI codes

You: "Build login"
AI:  BLOCKED - No PRD found. Write a spec first.

You: *writes PRD*
AI:  PASS - Ready to code.

3. Quick Check — Blind spots in 10 seconds

PM:  "What happens when login fails 5 times?"
CTO: "Rate limiting needed for brute force protection."

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Quick Start

pip install clouvel

# Auto-configure for Claude Code / Claude Desktop / VS Code
clouvel install

# Start coding
claude

That's it. Clouvel runs automatically.

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All Tools (20)

Tool	What it does
can_code	Blocks coding without a spec
start	Set up a new project with PRD templates
save_prd	Save your PRD from conversation
error_check	Warns before repeating past mistakes
error_record	Records errors with root cause analysis
error_learn	Auto-generates NEVER/ALWAYS rules from error patterns
memory_status	Error memory dashboard with hit counts
memory_search	Search past errors by keyword
memory_global_search	Share error patterns across all projects
context_save	Saves working state before context runs out
context_load	Restores state in a new session
quick_perspectives	Quick blind-spot check from managers
meeting	Full 8-manager C-Level review
drift_check	Detects when work drifts from goals
plan	Detailed execution plans with dependencies
gate	Run lint, test, build in sequence
ship	One-click lint+test+build with evidence
record_decision	Persistent knowledge base for decisions
search_knowledge	Search past decisions and context
license_status	Check Clouvel status

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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"]
    }
  }
}

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How It Works

Day 1:  Install → start → write PRD → can_code PASS → code
Day 3:  Error happens → error_record saves it
Day 5:  Same file → error_check warns "this broke before"
Day 7:  error_learn auto-generates NEVER/ALWAYS rules
Day 10: Context runs out → context_save/load preserves everything
Day 14: Cross-project memory shares lessons across repos

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Links

• Website
• Docs
• Changelog
• Report bugs

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License

MIT License - see LICENSE for details.

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Stop Claude Code from breaking your code.
Issues