CORBAT MCP

AI Coding Standards Server

AI-generated code that passes code review on the first try.

---

Works with GitHub Copilot, Continue, Cline, Tabnine, Amazon Q, and 25+ more tools

---

The Problem

AI-generated code works, but rarely passes code review:

Without Corbat	With Corbat
No dependency injection	Proper DI with interfaces
Missing error handling	Custom error types with context
Basic tests (if any)	80%+ coverage with TDD
God classes, long methods	SOLID, max 20 lines/method
Fails SonarQube	Passes quality gates

Result: Production-ready code that passes code review.

---

Quick Start

1. Add to your MCP config:

{
  "mcpServers": {
    "corbat": {
      "command": "npx",
      "args": ["-y", "@corbat-tech/coding-standards-mcp"]
    }
  }
}

2. Config file location:

Tool	Location
Cursor	.cursor/mcp.json
VS Code	.vscode/mcp.json
Windsurf	~/.codeium/windsurf/mcp_config.json
JetBrains	Settings → AI Assistant → MCP
Claude Desktop	~/.config/Claude/claude_desktop_config.json
Claude Code	claude mcp add corbat -- npx -y @corbat-tech/coding-standards-mcp

Complete setup guide for all 25+ tools

3. Done! Corbat auto-detects your stack.

You: "Create a payment service"

Corbat: ✓ Detected: Java 21, Spring Boot 3, Maven
        ✓ Profile: java-spring-backend
        ✓ Architecture: Hexagonal + DDD
        ✓ Testing: TDD, 80%+ coverage

---

Benchmark Results

Tested across 20 real-world scenarios:

Metric	Without	With	Impact
Quality Score	63/100	93/100	+48%
Code Smells	43	0	-100%
SOLID Compliance	50%	89%	+78%
Tests Generated	219	558	+155%
SonarQube	FAIL	PASS	Fixed

View detailed benchmark report with code samples

---

Code Comparison

Before: Without Corbat MCP

class UserService {
  private users: User[] = [];

  getUser(id: string) {
    return this.users.find(u => u.id === id);
  }

  createUser(name: string, email: string) {
    const user = { id: Date.now(), name, email };
    this.users.push(user);
    return user;
  }
}
// Problems: returns undefined, no validation, no DI, no tests

After: With Corbat MCP

interface UserRepository {
  findById(id: UserId): User | null;
  save(user: User): void;
}

class UserService {
  constructor(
    private readonly repository: UserRepository,
    private readonly idGenerator: IdGenerator
  ) {}

  getUser(id: UserId): User {
    const user = this.repository.findById(id);
    if (!user) throw new UserNotFoundError(id);
    return user;
  }

  createUser(input: CreateUserInput): User {
    this.validateInput(input);
    const user = User.create(
      this.idGenerator.generate(),
      input.name.trim(),
      input.email.toLowerCase()
    );
    this.repository.save(user);
    return user;
  }
}
// ✓ Dependency injection ✓ Custom errors ✓ Validation ✓ 15 tests

---

Built-in Profiles

Profile	Stack	Architecture	Testing
java-spring-backend	Java 21 + Spring Boot 3	Hexagonal + DDD + CQRS	TDD, 80%+ coverage
kotlin-spring	Kotlin + Spring Boot 3	Hexagonal + Coroutines	Kotest, MockK
nodejs	Node.js + TypeScript	Clean Architecture	Vitest
nextjs	Next.js 14+	Feature-based + RSC	Vitest, Playwright
react	React 18+	Feature-based	Testing Library
vue	Vue 3.5+	Feature-based	Vitest
angular	Angular 19+	Feature modules	Jest
python	Python + FastAPI	Hexagonal + async	pytest
go	Go 1.22+	Clean + idiomatic	Table-driven tests
rust	Rust + Axum	Clean + ownership	Built-in + proptest
csharp-dotnet	C# 12 + ASP.NET Core 8	Clean + CQRS	xUnit, FluentAssertions
flutter	Dart 3 + Flutter	Clean + BLoC/Riverpod	flutter_test
minimal	Any	Basic quality rules	Optional

Auto-detection: Corbat reads pom.xml, package.json, go.mod, Cargo.toml, pubspec.yaml, *.csproj to select the right profile.

Architecture Patterns Enforced

• Hexagonal Architecture — Ports & Adapters, infrastructure isolation
• Domain-Driven Design — Aggregates, Value Objects, Domain Events
• SOLID Principles — Single responsibility, dependency inversion
• Clean Code — Max 20 lines/method, meaningful names, no magic numbers
• Error Handling — Custom exceptions with context, no generic catches
• Testing — TDD workflow, unit + integration, mocking strategies

---

Customize

Ready-to-use templates

Copy a production-ready configuration for your stack:

Browse 14 templates — Java, Python, Node.js, React, Vue, Angular, Go, Kotlin, Rust, Flutter, and more.

Generate a custom profile

npx corbat-init

Interactive wizard that auto-detects your stack and lets you configure architecture, DDD patterns, and quality metrics.

Manual config

Create .corbat.json in your project root:

{
  "profile": "java-spring-backend",
  "architecture": {
    "pattern": "hexagonal",
    "layers": ["domain", "application", "infrastructure", "api"]
  },
  "ddd": {
    "aggregates": true,
    "valueObjects": true,
    "domainEvents": true
  },
  "quality": {
    "maxMethodLines": 20,
    "maxClassLines": 200,
    "minCoverage": 80
  },
  "rules": {
    "always": ["Use records for DTOs", "Prefer Optional over null"],
    "never": ["Use field injection", "Catch generic Exception"]
  }
}

---

How It Works

Your Prompt ──▶ Corbat MCP ──▶ AI + Standards
                    │
                    ├─ 1. Detect stack (pom.xml, package.json...)
                    ├─ 2. Classify task (feature, bugfix, refactor)
                    ├─ 3. Load profile with architecture rules
                    └─ 4. Inject guardrails before code generation

---

Documentation

Resource	Description
Setup Guide	Installation for all 25+ tools
Templates	Ready-to-use .corbat.json configurations
Compatibility	Full list of supported tools
Benchmark Report	20 real-world tests with code samples
API Reference	Tools, prompts, and configuration

---

Stop fixing AI code. Start shipping it.

Recommended by corbat-tech — We use Claude Code internally, but Corbat MCP works with any MCP-compatible tool.