Crawler Summary

@j0kz/mcp-agents answer-first brief

11-package monorepo with 9 professional MCP agents plus shared utilities - Smart Reviewer, Test Generator, Architecture Analyzer, Orchestrator, and more. Works with Claude Code, Cursor, Windsurf, and any MCP-compatible editor. MCP Agent Toolkit <div align="center"> **Enterprise-grade AI development tools for Claude, Cursor, Windsurf, Qoder & all MCP-compatible editors** 🌍 **Multi-language Support**: Works in English and Spanish | Funciona en inglΓ©s y espaΓ±ol $1 $1 $1 $1 $1 $1 πŸ“– $1 | $1 </div> --- πŸš€ Quick Installation Options Install MCP Tools (Automated AI Tools) Install Universal Skills (Developer Guides) Install Everything (Tools + Sk Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.

Freshness

Last checked 2/22/2026

Best For

Contract is available with explicit auth and schema references.

Not Ideal For

@j0kz/mcp-agents is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.

Evidence Sources Checked

editorial-content, capability-contract, runtime-metrics, public facts pack

Claim this agent
Agent DossierGitHubSafety: 100/100

@j0kz/mcp-agents

11-package monorepo with 9 professional MCP agents plus shared utilities - Smart Reviewer, Test Generator, Architecture Analyzer, Orchestrator, and more. Works with Claude Code, Cursor, Windsurf, and any MCP-compatible editor. MCP Agent Toolkit <div align="center"> **Enterprise-grade AI development tools for Claude, Cursor, Windsurf, Qoder & all MCP-compatible editors** 🌍 **Multi-language Support**: Works in English and Spanish | Funciona en inglΓ©s y espaΓ±ol $1 $1 $1 $1 $1 $1 πŸ“– $1 | $1 </div> --- πŸš€ Quick Installation Options Install MCP Tools (Automated AI Tools) Install Universal Skills (Developer Guides) Install Everything (Tools + Sk

MCPverified

Public facts

6

Change events

1

Artifacts

0

Freshness

Feb 22, 2026

Verifiededitorial-content1 verified compatibility signal

Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.

Schema refs publishedTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 22, 2026

Vendor

J0kz

Artifacts

0

Benchmarks

0

Last release

1.1.1

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.

Setup snapshot

git clone https://github.com/j0KZ/mcp-agents.git
  1. 1

    Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.

  2. 2

    Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

J0kz

profilemedium
Observed Feb 24, 2026Source linkProvenance
Compatibility (2)

Protocol compatibility

MCP

contracthigh
Observed Feb 24, 2026Source linkProvenance

Auth modes

mcp, api_key, oauth

contracthigh
Observed Feb 24, 2026Source linkProvenance
Artifact (1)

Machine-readable schemas

OpenAPI or schema references published

contracthigh
Observed Feb 24, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB MCP

Extracted files

0

Examples

6

Snippets

0

Languages

typescript

Executable Examples

bash

npx @j0kz/mcp-agents@latest

bash

npx @j0kz/claude-skills

bash

npx @j0kz/mcp-agents install

bash

npx @j0kz/mcp-agents@latest           # Auto-detect
npx @j0kz/mcp-agents@latest claude    # Claude Code
npx @j0kz/mcp-agents@latest cursor    # Cursor
npx @j0kz/mcp-agents@latest windsurf  # Windsurf
npx @j0kz/mcp-agents@latest qoder     # Qoder
npx @j0kz/mcp-agents@latest vscode    # VS Code
npx @j0kz/mcp-agents@latest roo       # Roo Code

text

"Check MCP server status"

text

"Review my package.json"
"Revisar mi package.json"

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB MCP

Docs source

GITHUB MCP

Editorial quality

ready

11-package monorepo with 9 professional MCP agents plus shared utilities - Smart Reviewer, Test Generator, Architecture Analyzer, Orchestrator, and more. Works with Claude Code, Cursor, Windsurf, and any MCP-compatible editor. MCP Agent Toolkit <div align="center"> **Enterprise-grade AI development tools for Claude, Cursor, Windsurf, Qoder & all MCP-compatible editors** 🌍 **Multi-language Support**: Works in English and Spanish | Funciona en inglΓ©s y espaΓ±ol $1 $1 $1 $1 $1 $1 πŸ“– $1 | $1 </div> --- πŸš€ Quick Installation Options Install MCP Tools (Automated AI Tools) Install Universal Skills (Developer Guides) Install Everything (Tools + Sk

Full README

MCP Agent Toolkit

<div align="center">

Enterprise-grade AI development tools for Claude, Cursor, Windsurf, Qoder & all MCP-compatible editors

🌍 Multi-language Support: Works in English and Spanish | Funciona en inglés y español

CI npm codecov Tests MCP Compatible License: MIT

πŸ“– Read in English | Leer en EspaΓ±ol

</div>

πŸš€ Quick Installation Options

Install MCP Tools (Automated AI Tools)

npx @j0kz/mcp-agents@latest

Install Universal Skills (Developer Guides)

npx @j0kz/claude-skills

Install Everything (Tools + Skills)

npx @j0kz/mcp-agents install

The installer automatically:

  • βœ… Detects your editor (Claude, Cursor, Windsurf, Qoder, VS Code, Roo, etc.)
  • βœ… Configures all 10 MCP tools with universal compatibility
  • βœ… Downloads 10 universal developer skills (optional)
  • βœ… Creates .claude folder structure if needed
  • βœ… Adds proper type: stdio for maximum compatibility
  • βœ… Works in English and Spanish

Restart your editor and you're ready to go!

<details> <summary>πŸ“± Supported Editors</summary>
npx @j0kz/mcp-agents@latest           # Auto-detect
npx @j0kz/mcp-agents@latest claude    # Claude Code
npx @j0kz/mcp-agents@latest cursor    # Cursor
npx @j0kz/mcp-agents@latest windsurf  # Windsurf
npx @j0kz/mcp-agents@latest qoder     # Qoder
npx @j0kz/mcp-agents@latest vscode    # VS Code
npx @j0kz/mcp-agents@latest roo       # Roo Code
</details>

βœ… Test It's Working

After restarting your editor, try one of these commands:

Quick Health Check

"Check MCP server status"

Your First Command

"Review my package.json"
"Revisar mi package.json"

Expected: Claude will analyze the file and show code quality insights. If you see a detailed report, everything is working! πŸŽ‰

<details> <summary>πŸ†˜ Not working? Click here for troubleshooting</summary>

Common Issues & Solutions

❌ Tools not appearing in chat?

  • Solution: Restart your editor completely (close all windows)
  • If still not working: Clear npm cache and reinstall
    npm cache clean --force
    npx @j0kz/mcp-agents@latest
    

❌ Commands not recognized?

  • Try both English and Spanish variants
  • Use natural language: "Review this file" instead of technical syntax
  • Ask: "What MCP tools are available?" to see loaded tools

❌ Installation failed?

  • Check you're on Node.js 18+ (node --version)
  • Try with sudo/admin if permission issues
  • Check your editor's config file was updated correctly

❌ "Module not found" errors?

  • Run: npm cache clean --force
  • Reinstall: npx @j0kz/mcp-agents@latest
  • Restart editor

Still stuck? Open an issue or check the Wiki

</details>

🌍 NEW: Universal Developer Skills

10 project-agnostic skills that work in ANY codebase, ANY language:

<details> <summary><b>πŸ“š View Universal Skills</b> (Click to expand)</summary>

Installation

# Install skills in any project
npx @j0kz/claude-skills

# Or install with MCP tools
npx @j0kz/mcp-agents install

Available Skills

| Skill | Purpose | Time to Apply | | ----------------------- | ----------------------- | ------------- | | quick-pr-review | Pre-PR checklist | 30 seconds | | debug-detective | Systematic debugging | 5 minutes | | performance-hunter | Find bottlenecks | 10 minutes | | legacy-modernizer | Modernize old code | Incremental | | zero-to-hero | Master any codebase | 30 minutes | | test-coverage-boost | 0% to 80% coverage | 1-5 days | | tech-debt-tracker | Quantify technical debt | 1 hour | | dependency-doctor | Fix package issues | 30 minutes | | security-first | Security audit | 1 hour | | api-integration | Connect to any API | 2 hours |

Usage Examples

"Apply the debug-detective skill to find this bug"
"Use quick-pr-review before creating my PR"
"Follow zero-to-hero to understand this codebase"

Each skill includes:

  • βœ… Quick start (30-second value)
  • βœ… WITH MCP approach (automated)
  • βœ… WITHOUT MCP approach (manual)
  • βœ… Language-specific examples
  • βœ… Pro tips and metrics

πŸ“– Full Skills Documentation

</details>

🐳 Docker MCP Gateway (NEW - 95% Token Reduction)

Run MCP tools in containers with 95% token savings using Docker MCP Gateway:

<details> <summary><b>πŸš€ Quick Start</b> (Click to expand)</summary>

Prerequisites

  • Docker Desktop 4.50+ installed

Start the Gateway

# Clone and start
git clone https://github.com/j0KZ/mcp-agents.git
cd mcp-agents
docker compose -f docker-compose.mcp.yml up -d

Token Savings

| Mode | Context Tokens | Savings | |------|---------------|---------| | Standard (npm) | ~10,000 | 0% | | Docker Gateway | ~1,500 | 85% | | Code-mode | ~500 | 95% |

How It Works

Instead of loading all 50 tool definitions (~10,000 tokens), the gateway provides:

  • mcp-find - Search tools by keyword (no loading)
  • mcp-add - Load specific tools on-demand
  • code-mode - Execute workflows in sandbox (only results return)

Configure Your Editor

Copy the config for your editor from examples/client-configs/:

# Claude Desktop (macOS)
cp examples/client-configs/claude-desktop.json \
   ~/Library/Application\ Support/Claude/claude_desktop_config.json

# VS Code
cp examples/client-configs/vscode-mcp.json .vscode/mcp.json

πŸ“– Full Docker MCP Documentation

</details>

πŸ”§ MCP Tools Usage Guide

Each tool below includes clear examples in English and Spanish with expected outputs.

<details> <summary><b>🎯 Smart Reviewer</b> - AI-powered code review (Click to expand)</summary>

How to Use

Just ask Claude naturally - the tool understands both languages:

English Examples

"Review my auth.js file"
"Check this file for code smells"
"What issues are in src/utils/validator.js?"
"Review this code and suggest improvements"
"Analyze code quality in my components"

Spanish Examples (Ejemplos en EspaΓ±ol)

"Revisar mi archivo auth.js"
"Revisar este archivo"
"QuΓ© problemas hay en src/utils/validator.js?"
"Analizar calidad del cΓ³digo en mis componentes"
"Chequear este cΓ³digo"

What You Get

βœ“ Code Quality Report:

πŸ“Š Metrics:
  - Complexity: 42 (moderate)
  - Maintainability: 72/100
  - Lines of Code: 234
  - Duplicate blocks: 2

⚠️ Issues Found (5):
  1. Unused variable 'temp' on line 42
  2. Missing error handling in async function (line 56)
  3. Potential memory leak in event listener (line 89)
  4. Magic number should be a constant (line 112)
  5. Function too complex (18 branches) - line 145

βœ… Auto-fixes available for 3 issues
  - Run "Apply auto-fixes to auth.js" to fix automatically

Features

  • Quality metrics (complexity, maintainability, LOC)
  • Auto-fix generation using Pareto principle (80/20 rule)
  • Pattern detection and best practices
  • Performance bottleneck identification
  • Safe auto-apply mode
</details> <details> <summary><b>πŸ§ͺ Test Generator</b> - Comprehensive test suites (Click to expand)</summary>

How to Use

English Examples

"Generate tests for calculatePrice function"
"Create tests for UserService class"
"Add tests to src/utils/helpers.js"
"Generate integration tests for the API"
"Write tests with edge cases for validateEmail"

Spanish Examples (Ejemplos en EspaΓ±ol)

"Generar pruebas para la funciΓ³n calculatePrice"
"Generar tests para calculatePrice"
"Crear pruebas para la clase UserService"
"Agregar tests a src/utils/helpers.js"
"Escribir pruebas con casos extremos para validateEmail"

What You Get

βœ“ Test Suite Generated for calculatePrice()

πŸ“ 24 tests created:

Happy Path (8 tests):
  βœ“ should calculate price with valid inputs
  βœ“ should apply discount correctly
  βœ“ should handle zero quantity
  ...

Edge Cases (6 tests):
  βœ“ should handle negative prices
  βœ“ should handle very large quantities
  βœ“ should handle decimal precision
  ...

Error Handling (5 tests):
  βœ“ should throw on null input
  βœ“ should handle missing parameters
  βœ“ should validate price range
  ...

Boundary Conditions (5 tests):
  βœ“ should handle min/max values
  βœ“ should handle boundary prices
  ...

πŸ“Š Estimated Coverage: 94%

Features

  • Multiple framework support (Jest, Mocha, Vitest, AVA)
  • Edge case detection
  • Mock generation
  • Coverage optimization
  • Batch generation for multiple files
</details> <details> <summary><b>πŸ—οΈ Architecture Analyzer</b> - Dependency analysis (Click to expand)</summary>

How to Use

English Examples

"Analyze project architecture"
"Find circular dependencies"
"Check for layer violations"
"Generate dependency graph"
"Show module info for src/services/auth.js"

Spanish Examples (Ejemplos en EspaΓ±ol)

"Analizar arquitectura del proyecto"
"Analizar estructura del proyecto"
"Encontrar dependencias circulares"
"Buscar violaciones de capas"
"Generar grΓ‘fico de dependencias"
"Mostrar info del mΓ³dulo src/services/auth.js"

What You Get

βœ“ Architecture Analysis Complete

πŸ” Project Structure:
  - Total modules: 142
  - Max depth: 5 levels
  - Entry points: 3

⚠️ Issues Detected:

Circular Dependencies (2):
  1. auth.js β†’ user.js β†’ permissions.js β†’ auth.js
  2. api.js β†’ routes.js β†’ api.js

Layer Violations (3):
  1. Presentation layer accessing Data layer directly
     src/components/UserList.jsx β†’ src/db/queries.js

  2. Business layer bypassing abstraction
     src/services/order.js β†’ src/db/connection.js

πŸ“Š Dependency Graph:
```mermaid
graph TD
    A[auth.js] --> B[user.js]
    B --> C[permissions.js]
    C --> A
    ...

πŸ’‘ Suggestions:

  • Break circular dependency in auth module
  • Add abstraction layer for data access
  • Consider splitting large modules

### Features
- Circular dependency detection
- Layer violation analysis
- Dependency graphs (Mermaid format)
- Module complexity metrics
- Configurable layer rules

</details>

<details>
<summary><b>πŸ›‘οΈ Security Scanner</b> - Vulnerability detection (Click to expand)</summary>

### How to Use

#### English Examples

"Scan for security vulnerabilities" "Check for SQL injection" "Find hardcoded secrets" "Scan the entire project for security issues" "Check auth.js for XSS vulnerabilities"


#### Spanish Examples (Ejemplos en EspaΓ±ol)

"Escanear vulnerabilidades" "Escanear seguridad" "Buscar secretos hardcodeados" "Revisar inyecciΓ³n SQL" "Escanear todo el proyecto por problemas de seguridad" "Revisar auth.js por vulnerabilidades XSS"


### What You Get

```javascript
βœ“ Security Scan Complete

πŸ”’ Vulnerabilities Found: 6

CRITICAL (2):
  1. SQL Injection Risk
     File: src/db/query.js:45
     Code: `SELECT * FROM users WHERE id = ${userId}`
     Fix: Use parameterized queries

  2. Hardcoded API Key
     File: src/config.js:8
     Code: const API_KEY = "sk-1234567890abcdef"
     Fix: Move to environment variables

HIGH (3):
  3. XSS Vulnerability
     File: src/templates/user.html:12
     Code: <div>{{{ userInput }}}</div>
     Fix: Use HTML escaping

  4. Path Traversal Risk
     File: src/files/handler.js:23
     Code: fs.readFile(`uploads/${filename}`)
     Fix: Validate and sanitize file paths

  5. Weak Cryptography
     File: src/auth/crypto.js:15
     Code: crypto.createHash('md5')
     Fix: Use SHA-256 or bcrypt

MEDIUM (1):
  6. Outdated Dependency
     Package: express@4.16.0 (CVE-2022-24999)
     Fix: Update to express@^4.18.0

πŸ“Š Summary:
  - Critical: 2
  - High: 3
  - Medium: 1
  - Low: 0

Features

  • OWASP Top 10 detection
  • Secret scanning (20+ patterns: API keys, passwords, tokens)
  • SQL injection & XSS detection
  • Dependency vulnerability checks (CVE scanning)
  • Path traversal and command injection detection
  • Customizable severity levels
</details> <details> <summary><b>🎨 API Designer</b> - REST/GraphQL design (Click to expand)</summary>

How to Use

English Examples

"Design REST API for users and posts"
"Create GraphQL schema for a blog"
"Generate OpenAPI spec for my endpoints"
"Design API with OAuth2 authentication"
"Create REST endpoints for e-commerce"

Spanish Examples (Ejemplos en EspaΓ±ol)

"DiseΓ±ar API REST para usuarios y posts"
"DiseΓ±ar API para usuarios"
"Crear esquema GraphQL para un blog"
"Generar especificaciΓ³n OpenAPI para mis endpoints"
"DiseΓ±ar API con autenticaciΓ³n OAuth2"

What You Get

βœ“ REST API Design Generated

πŸ“‹ Endpoints Created (12):

Users Resource:
  GET    /api/v1/users          - List users (paginated)
  GET    /api/v1/users/:id      - Get user by ID
  POST   /api/v1/users          - Create user
  PUT    /api/v1/users/:id      - Update user
  DELETE /api/v1/users/:id      - Delete user

Posts Resource:
  GET    /api/v1/posts          - List posts
  GET    /api/v1/posts/:id      - Get post
  POST   /api/v1/posts          - Create post
  PUT    /api/v1/posts/:id      - Update post
  DELETE /api/v1/posts/:id      - Delete post

  GET    /api/v1/users/:id/posts - Get user's posts
  POST   /api/v1/users/:id/posts - Create post for user

πŸ”’ Authentication: Bearer Token (JWT)
πŸ“„ Documentation: OpenAPI 3.0 spec generated
πŸ§ͺ Mock Server: Ready to generate

Features

  • REST & GraphQL API design
  • OpenAPI 3.0 specification generation
  • Client SDK generation (TypeScript, Python, Java, etc.)
  • Mock server creation
  • Multiple auth types (API Key, OAuth2, JWT)
  • Automatic validation rules
</details> <details> <summary><b>πŸ—„οΈ DB Schema Designer</b> - Database design (Click to expand)</summary>

How to Use

English Examples

"Design database schema for a blog"
"Create schema for users, posts, and comments"
"Design MongoDB schema for e-commerce"
"Generate migration for PostgreSQL"
"Create ER diagram for my schema"

Spanish Examples (Ejemplos en EspaΓ±ol)

"DiseΓ±ar esquema de base de datos para un blog"
"DiseΓ±ar schema para blog"
"Crear esquema para usuarios, posts y comentarios"
"DiseΓ±ar esquema MongoDB para e-commerce"
"Generar migraciΓ³n para PostgreSQL"

What You Get

βœ“ Database Schema Generated (PostgreSQL)

πŸ“Š Tables Created (3):

CREATE TABLE users (
  id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
  email VARCHAR(255) UNIQUE NOT NULL,
  username VARCHAR(100) UNIQUE NOT NULL,
  password_hash VARCHAR(255) NOT NULL,
  created_at TIMESTAMP DEFAULT NOW(),
  updated_at TIMESTAMP DEFAULT NOW()
);

CREATE TABLE posts (
  id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
  user_id UUID NOT NULL REFERENCES users(id) ON DELETE CASCADE,
  title VARCHAR(255) NOT NULL,
  content TEXT NOT NULL,
  published BOOLEAN DEFAULT FALSE,
  created_at TIMESTAMP DEFAULT NOW(),
  updated_at TIMESTAMP DEFAULT NOW()
);

CREATE TABLE comments (
  id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
  post_id UUID NOT NULL REFERENCES posts(id) ON DELETE CASCADE,
  user_id UUID NOT NULL REFERENCES users(id) ON DELETE CASCADE,
  content TEXT NOT NULL,
  created_at TIMESTAMP DEFAULT NOW()
);

CREATE INDEX idx_posts_user_id ON posts(user_id);
CREATE INDEX idx_comments_post_id ON comments(post_id);
CREATE INDEX idx_posts_published ON posts(published);

βœ“ Normalized to 3NF
βœ“ 3 indexes created
βœ“ Migration files ready
βœ“ ER diagram generated

Features

  • SQL (PostgreSQL, MySQL) & NoSQL (MongoDB) support
  • Automatic normalization (1NF, 2NF, 3NF, BCNF)
  • Migration generation (up/down)
  • ER diagram creation (Mermaid, PlantUML, DBML)
  • Index optimization suggestions
  • Seed data generation
</details> <details> <summary><b>πŸ“š Doc Generator</b> - Documentation automation (Click to expand)</summary>

How to Use

English Examples

"Generate README for this project"
"Add JSDoc comments to auth.js"
"Create API documentation"
"Generate changelog from git commits"
"Document all functions in utils/"

Spanish Examples (Ejemplos en EspaΓ±ol)

"Generar README para este proyecto"
"Generar README"
"Agregar comentarios JSDoc a auth.js"
"Crear documentaciΓ³n de API"
"Generar changelog desde commits de git"

What You Get

βœ“ Documentation Generated

πŸ“„ README.md created with:

- Project description
- Installation instructions
- Usage examples
- API reference
- Badges (build, coverage, version)
- Table of contents
- Contributing guidelines
- License info

πŸ“ JSDoc comments added (24 functions):
/\*\*

- Authenticates a user with email and password
- @param {string} email - User's email address
- @param {string} password - User's password (plain text)
- @returns {Promise<User>} Authenticated user object
- @throws {AuthError} If credentials are invalid
  \*/
  async function authenticateUser(email, password) { ... }

πŸ“Š API Documentation generated:

- All endpoints documented
- Request/response examples
- Authentication requirements
- Error codes and messages

πŸ“œ CHANGELOG.md updated:

## [1.2.0] - 2025-01-15

### Added

- User authentication system
- Password reset functionality

### Fixed

- Memory leak in event handlers

Features

  • README generation (with badges, TOC, examples)
  • JSDoc/TSDoc comment generation
  • API documentation (from code)
  • Changelog generation (from git history)
  • Multiple styles (Standard, Google, TypeScript)
  • Batch documentation for entire projects
</details> <details> <summary><b>πŸ”§ Refactor Assistant</b> - Code refactoring (Click to expand)</summary>

How to Use

English Examples

"Extract this code block into a function"
"Convert callbacks to async/await in api.js"
"Simplify nested conditionals in validator.js"
"Remove dead code from utils/"
"Apply singleton pattern to DatabaseConnection"

Spanish Examples (Ejemplos en EspaΓ±ol)

"Extraer este bloque de cΓ³digo en una funciΓ³n"
"Refactorizar este cΓ³digo"
"Convertir callbacks a async/await en api.js"
"Simplificar condicionales anidados en validator.js"
"Eliminar cΓ³digo muerto de utils/"

What You Get

βœ“ Refactoring Complete

Before (12 lines):
  function processUser(user, callback) {
    validateUser(user, function(err, valid) {
      if (err) return callback(err);
      if (!valid) return callback(new Error('Invalid'));
      saveUser(user, function(err, saved) {
        if (err) return callback(err);
        sendEmail(saved, function(err) {
          if (err) return callback(err);
          callback(null, saved);
        });
      });
    });
  }

After (7 lines, async/await):
  async function processUser(user) {
    const valid = await validateUser(user);
    if (!valid) throw new Error('Invalid user');
    const saved = await saveUser(user);
    await sendEmail(saved);
    return saved;
  }

βœ… Improvements:
  - 42% fewer lines
  - Removed callback hell
  - Added proper error handling
  - More readable code

Features

  • Extract function/method/class
  • Convert callbacks to async/await
  • Simplify conditionals (guard clauses, ternary)
  • Remove dead code (unused vars, unreachable code)
  • Apply design patterns (Singleton, Factory, Observer, Strategy, etc.)
  • Variable renaming (consistent across codebase)
  • Code metrics calculation
</details> <details> <summary><b>πŸ”— Orchestrator</b> - Workflow automation (Click to expand)</summary>

How to Use

English Examples

"Review, test, and document auth.js"
"Full security audit of the project"
"Complete code quality check"
"Review all files, find issues, generate tests, and fix"
"Design API, create schema, generate docs"

Spanish Examples (Ejemplos en EspaΓ±ol)

"Revisar, probar y documentar auth.js"
"AuditorΓ­a de seguridad completa del proyecto"
"RevisiΓ³n completa de calidad de cΓ³digo"
"Revisar archivos, encontrar problemas, generar tests"
"DiseΓ±ar API, crear schema, generar docs"

What You Get

βœ“ Workflow Pipeline Executed

πŸ”„ Step 1/4: Code Review
  βœ“ Reviewed auth.js
  ⚠️ Found 5 issues

πŸ”„ Step 2/4: Security Scan
  βœ“ Scanned for vulnerabilities
  πŸ”΄ Found 2 critical issues

πŸ”„ Step 3/4: Test Generation
  βœ“ Generated 18 tests
  πŸ“Š Coverage: 92%

πŸ”„ Step 4/4: Documentation
  βœ“ Added JSDoc comments
  βœ“ Updated README

βœ… Pipeline Complete (4/4 steps)

πŸ“Š Summary:
  - Issues found: 5
  - Critical vulnerabilities: 2
  - Tests generated: 18
  - Documentation: Updated

πŸ’‘ Next Steps:
  1. Fix critical security issues
  2. Run tests: npm test
  3. Review auto-generated docs

Features

  • Chain multiple MCP tools
  • Pre-built workflows (quality check, security audit, full docs)
  • Conditional execution (skip steps on errors)
  • CI/CD integration templates
  • Batch operations (multiple files/projects)
  • Custom pipeline creation
</details> <details> <summary><b>πŸš€ Auto-Pilot</b> - Zero-effort automation for lazy developers (Click to expand)</summary>

How to Use

The Laziest Way (One Command)

npx @j0kz/auto-pilot

That's it! Auto-Pilot will:

  • πŸ” Detect your project type automatically
  • πŸ“¦ Install git hooks for quality checks
  • πŸ‘€ Start watching files (auto-fix on save)
  • πŸ§ͺ Generate tests for untested code
  • πŸ”’ Fix security issues instantly
  • 🧹 Clean up code automatically

English Examples

"Start auto-pilot"
"Fix everything automatically"
"Watch my files and fix on save"
"Install automation hooks"
"Make my code perfect without me doing anything"

Spanish Examples (Ejemplos en EspaΓ±ol)

"Iniciar auto-pilot"
"Arreglar todo automΓ‘ticamente"
"Observar mis archivos y corregir al guardar"
"Instalar hooks de automatizaciΓ³n"
"Hacer mi cΓ³digo perfecto sin hacer nada"

What You Get

╔═══════════════════════════════════════════╗
β•‘        πŸš€ AUTO-PILOT v1.0.36              β•‘
β•‘   Zero-Effort Automation for Lazy Devs     β•‘
β•šβ•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•

πŸ“Š Detected: TypeScript React project with 234 files
βœ… Git hooks installed (pre-commit, pre-push)
πŸ‘€ Watching files for auto-fix...
πŸ”§ Fixed 47 issues automatically:
  - Removed 12 console.log statements
  - Fixed 8 == to ===
  - Replaced 15 var with let/const
  - Added JSDoc to 12 functions
  - Generated tests for 5 untested files

βœ… Auto-Pilot ready! Just write code, I'll handle the rest.

Features

  • Smart Detection: Automatically detects language, framework, tools
  • File Watching: Auto-fixes issues as you save files
  • Git Hooks: Ensures quality before commits/pushes
  • Auto-Fix Engine: Safely fixes common issues (console.log, ==, var, etc.)
  • Test Generation: Creates tests for untested code
  • Zero Config: Works out of the box, no setup needed
  • Lazy Mode: For developers who want perfect code without thinking

CLI Commands

auto-pilot              # Start everything (default)
auto-pilot fix          # Fix all issues instantly
auto-pilot watch        # Watch mode only
auto-pilot detect       # Show what was detected
auto-pilot doctor       # Health check
auto-pilot lazy         # Ultra lazy mode πŸ¦₯

Git Hooks Installed

Pre-commit:

  • Auto-fixes staged files
  • Removes console statements
  • Runs prettier & ESLint
  • Generates missing tests

Pre-push:

  • Runs full test suite
  • Checks coverage (>55%)
  • Security audit
  • Build verification

Commit-msg:

  • Enforces conventional commits
  • Auto-fixes commit messages

The Laziness Scale

  • Level 1: You run tests manually β†’ Amateur
  • Level 2: You have CI/CD β†’ Getting there
  • Level 3: You use linters β†’ Decent
  • Level 4: You have pre-commit hooks β†’ Good
  • Level 5: You use Auto-Pilot β†’ LEGENDARY LAZY πŸ¦₯
</details>

πŸ“š Documentation & Resources

<div align="center">

| Resource | Description | | --------------------------------------------------------------------------------- | -------------------------------------------------- | | πŸ“– Wiki | Complete documentation | | πŸš€ Quick Start | Get started in 5 minutes | | πŸ”§ Configuration | Editor setup guides | | πŸ’‘ Examples | Real-world usage patterns | | 🧠 Claude Skills | 10 production-ready Claude Code skills (optimized) | | πŸ› Troubleshooting | Common issues & solutions | | πŸ“‹ Changelog | What's new in each version |

</div>

🧠 Claude Code Skills

10 production-ready skills for Claude Code with 41% token savings through optimized reference file architecture:

  • Main skills (1,958 lines): Quick references, loaded always
  • Reference files (8,915 lines): Detailed guides, loaded on-demand via grep/cat
  • Token savings: ~5,468 tokens per skill load (3.9% vs 6.5% context usage)

Skills include: git-pr-workflow, testing-patterns-vitest, documentation-generation, mcp-troubleshooting, release-publishing-workflow, code-quality-pipeline, modular-refactoring-pattern, monorepo-package-workflow, mcp-workflow-composition, project-standardization.

View all skills β†’


🎯 Developer Experience Enhancements

Natural Language MCP Shortcuts

Skip the syntax - use natural language to trigger MCP tools:

"review this"           β†’ Smart code review with auto-detection
"add tests"             β†’ Generate test suite for current file
"check before commit"   β†’ Pre-commit validation pipeline
"ready for PR"          β†’ Full quality checks before merge
"security scan"         β†’ Find vulnerabilities

Smart Auto-Detection:

  • βœ… File: IDE selection β†’ git staged β†’ current file β†’ ask
  • βœ… Severity: Strict for main/release, moderate for features, lenient for experimental
  • βœ… Framework: Auto-detect from package.json

πŸ“– Full MCP Enhancers Guide

Git Hooks (Automatic Quality Enforcement)

Zero-effort quality gates at commit and push:

npm run hooks:install

Three hooks, three layers of defense:

  • ⚑ pre-commit (~30s): ESLint, Prettier, TypeScript, code review
  • πŸ” commit-msg (~1s): Conventional commits validation
  • πŸ›‘οΈ pre-push (~2-5min): Full test suite, coverage, build, security

Smart branch detection: Enhanced checks for main/release/pr, lighter for feature branches.

πŸ“– Git Hooks Documentation


πŸš€ Advanced: CI/CD Integration

Automate code quality checks in your development workflow:

<details> <summary><b>GitHub Actions</b> - Click to expand</summary>
# Quick setup - adds MCP quality checks to your CI pipeline
curl -o .github/workflows/mcp-quality.yml \
  https://raw.githubusercontent.com/j0KZ/mcp-agents/main/templates/github-actions/mcp-basic.yml

This will run Smart Reviewer, Test Generator, and Security Scanner on every PR.

</details> <details> <summary><b>Pre-commit Hooks</b> - Click to expand</summary>
# Automatically review code before committing
npx @j0kz/mcp-hooks-generator basic

Runs checks locally before pushing, catching issues early.

</details> <details> <summary><b>GitLab CI</b> - Click to expand</summary>
include:
  - remote: 'https://raw.githubusercontent.com/j0KZ/mcp-agents/main/templates/gitlab-ci/mcp-quality-gate.gitlab-ci.yml'

Integrates MCP tools into GitLab's CI/CD pipeline.

</details>

πŸ“š Full CI/CD Integration Guide


🀝 Contributing

We welcome contributions! See our Contributing Guide for details.

# Clone the repo
git clone https://github.com/j0KZ/mcp-agents.git

# Install dependencies
npm install

# Run tests
npm test

# Build all packages
npm run build

πŸ“„ License

MIT Β© j0KZ

Each package is independently licensed under MIT.


<div align="center">

Made with ❀️ for the AI developer community

Report Bug Β· Request Feature Β· Join Discussion

</div>

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

Verifiedcapability-contract

Contract coverage

Status

ready

Auth

mcp, api_key, oauth

Streaming

No

Data region

global

Protocol support

MCP: verified

Requires: mcp, lang:typescript

Forbidden: high_risk

Guardrails

Operational confidence: medium

Contract is available with explicit auth and schema references.
Trust confidence is not low and verification freshness is acceptable.
Protocol support is explicitly confirmed in contract metadata.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/mcp-j0kz-mcp-agents/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-j0kz-mcp-agents/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-j0kz-mcp-agents/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors
GITLAB_AI_CATALOGgitlab-mcp

Rank

83

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_PUBLIC_PROJECTSgitlab-mcp

Rank

80

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-openapi

Rank

74

Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-actix-web

Rank

72

An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP
Machine Appendix

Contract JSON

{
  "contractStatus": "ready",
  "authModes": [
    "mcp",
    "api_key",
    "oauth"
  ],
  "requires": [
    "mcp",
    "lang:typescript"
  ],
  "forbidden": [
    "high_risk"
  ],
  "supportsMcp": true,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": "https://github.com/j0KZ/mcp-agents#input",
  "outputSchemaRef": "https://github.com/j0KZ/mcp-agents#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:46:13.516Z",
  "sourceUpdatedAt": "2026-02-24T19:46:13.516Z",
  "freshnessSeconds": 4435898
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-j0kz-mcp-agents/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/mcp-j0kz-mcp-agents/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/mcp-j0kz-mcp-agents/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-j0kz-mcp-agents/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-j0kz-mcp-agents/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-j0kz-mcp-agents/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_MCP",
      "generatedAt": "2026-04-17T03:57:52.148Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "MCP",
      "type": "protocol",
      "support": "supported",
      "confidenceSource": "contract",
      "notes": "Confirmed by capability contract"
    },
    {
      "key": "mcp",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "model-context-protocol",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "claude",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "claude-code",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "cursor",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "windsurf",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "roo-code",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "ai-agents",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "code-review",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "testing",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "architecture",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "ai-tools",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "code-quality",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "refactoring",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "security-scanner",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "api-design",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "database-schema",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "documentation-generator",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "cli",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:MCP|supported|contract capability:mcp|supported|profile capability:model-context-protocol|supported|profile capability:claude|supported|profile capability:claude-code|supported|profile capability:cursor|supported|profile capability:windsurf|supported|profile capability:roo-code|supported|profile capability:ai-agents|supported|profile capability:code-review|supported|profile capability:testing|supported|profile capability:architecture|supported|profile capability:ai-tools|supported|profile capability:code-quality|supported|profile capability:refactoring|supported|profile capability:security-scanner|supported|profile capability:api-design|supported|profile capability:database-schema|supported|profile capability:documentation-generator|supported|profile capability:cli|supported|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://xpersona.co/api/v1/agents/mcp-j0kz-mcp-agents/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-j0kz-mcp-agents/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:13.516Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "mcp, api_key, oauth",
    "href": "https://xpersona.co/api/v1/agents/mcp-j0kz-mcp-agents/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-j0kz-mcp-agents/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:13.516Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/j0KZ/mcp-agents#input",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-j0kz-mcp-agents/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:13.516Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "J0kz",
    "href": "https://github.com/j0kz/mcp-agents#readme",
    "sourceUrl": "https://github.com/j0kz/mcp-agents#readme",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/mcp-j0kz-mcp-agents/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-j0kz-mcp-agents/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub Β· GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

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