Supports deployment of MCP servers to AWS Lambda serverless functions
Provides test coverage reporting and metrics tracking for MCP server development
Supports containerized deployment of MCP servers using Docker
Provides code linting and quality assurance for TypeScript and JavaScript MCP servers
Integrates with Git repositories for version control and project management of MCP servers
Provides GitHub integration for repository management, CI/CD, and code collaboration
Supports GraphQL transport protocol for MCP server communication
Generates and manages JavaScript-based MCP servers with Node.js runtime support
Provides IDE integration for enhanced MCP development experience in JetBrains IDEs
Supports Node.js runtime for JavaScript and TypeScript MCP server execution
Manages package dependencies and publishing for MCP servers through npm registry
Generates and manages Python-based MCP servers with async support and data science tools
Generates high-performance Rust-based MCP servers with Tokio async runtime
Wraps existing shell scripts and CLI tools as MCP servers for command-line integration
Provides lightweight database functionality for MCP server registry management and metadata tracking
Utilizes TurboRepo for monorepo management, intelligent caching, and optimized build pipelines
Generates type-safe TypeScript MCP servers with comprehensive MCP protocol implementation
Supports deployment of MCP servers to Vercel's serverless platform
Provides comprehensive testing framework for MCP protocol compliance and server validation
Implements runtime type validation and schema generation for MCP server data structures
Context-Pods
The comprehensive MCP development suite with advanced protocol features
Context-Pods is a production-ready development framework for creating, testing, and managing Model Context Protocol (MCP) servers. Built with TypeScript and powered by TurboRepo, it provides everything from basic templates to advanced MCP protocol features including sampling/LLM integration, multi-modal content support, resource subscriptions, and comprehensive testing frameworks.
🚀 Quick Start
✨ Features
🎯 Multiple Language Support
Create MCP servers in your preferred language:
TypeScript - Full type safety with TurboRepo optimization
Python - Async support with built-in data science tools
Rust - High-performance servers with Tokio async runtime
Shell - Wrap existing CLI tools and scripts as MCP servers
JavaScript - Simple, no-build-step servers (coming soon)
🤖 Meta-MCP Server
The Meta-MCP Server exposes Context-Pods functionality through the MCP protocol itself, providing 7 powerful tools:
Key Features:
Server Generation - Create production-ready MCP servers with advanced features
Script Wrapping - Convert Python, Shell, TypeScript, and other scripts
Server Management - List, validate, and manage existing MCP servers
AI Analysis - Intelligent codebase analysis with AST parsing and pattern detection
Registry System - SQLite-based server registry with metadata tracking
Template System - 5 optimized templates with TurboRepo integration
🛠️ Advanced MCP Protocol Features
Modern MCP SDK 1.17.4 Implementation:
Sampling & LLM Integration - Built-in LLM capabilities with model preferences and temperature control
Multi-Modal Content - Support for text, images, audio, video, and embedded resources
Resource Subscriptions - Real-time resource updates with subscription management
Roots Capability - Secure file system navigation with sandboxed access
Completion Providers - Auto-complete functionality for enhanced user experience
Progress Notifications - Long-running operation tracking with real-time updates
Prompt Templates - Dynamic prompt management with argument support
Development & Quality Assurance:
AI-Powered Analysis - Automatically identify MCP opportunities in existing codebases
TurboRepo Optimization - Advanced caching, hot reloading, and incremental builds
Comprehensive Testing - 805+ tests across packages with 85-95%+ coverage
MCP Protocol Compliance - Automated validation against official MCP schemas
Quality Gates - Pre-commit hooks ensuring build, lint, type-check, and test success
Multi-Language Support - TypeScript, Python, Rust, and Shell templates
📦 Templates
Basic Templates
basic
(TypeScript)
Minimal TypeScript MCP server with essential features:
python-basic
Self-contained Python server with async support:
rust-basic
High-performance Rust server with Tokio:
shell-wrapper
Expose shell scripts and CLI tools via MCP:
Advanced Templates
typescript-advanced
Production-ready TypeScript server with complete MCP SDK 1.17.4 feature implementation:
Advanced MCP Protocol Features:
Sampling & LLM Integration - Built-in AI capabilities with configurable models
Multi-Modal Content - Text, image, audio, video, and embedded resource support
Resource Subscriptions - Real-time updates with subscription management
Roots Capability - Secure sandboxed file system access
Completion Providers - Auto-complete functionality
Progress Notifications - Long-running operation tracking
Prompt Templates - Dynamic prompt management system
Development Features:
TurboRepo Optimization - Hot reloading and intelligent caching
Comprehensive Utilities - Data validation, file operations, error handling
Advanced Tools - File, data, and utility tool categories
Schema Validation - Zod-based runtime validation
Structured Logging - Production-ready logging with Context-Pods logger
Testing Ready - Built-in test structure and MCP compliance validation
🤖 AI-Powered Codebase Analysis
Context-Pods includes an intelligent codebase analyzer that identifies functions in your existing code that would make excellent MCP tools. This feature helps you discover MCP opportunities and provides implementation guidance.
How It Works
The analyzer uses a multi-phase approach:
File Discovery - Recursively scans your codebase with intelligent filtering
AST Parsing - Extracts function metadata using language-specific parsers
Pattern Detection - Identifies MCP-suitable patterns (API calls, file operations, etc.)
Scoring Algorithm - Ranks functions using a sophisticated scoring system (0-100)
Template Matching - Suggests the best template for each opportunity
Supported Languages
TypeScript/JavaScript - Full AST analysis with type information
Python - AST-based function extraction (coming soon)
Rust/Go - Pattern-based analysis (planned)
Shell - Script pattern detection (planned)
Usage Examples
Via Meta-MCP Server
What It Detects
The analyzer identifies functions with:
API Integration Patterns - HTTP clients, REST calls, GraphQL queries
File Processing Operations - File I/O, data transformation, parsing
Database Interactions - SQL queries, ORM operations, data validation
Utility Functions - Data validation, formatting, conversion
External Service Integrations - Third-party API usage
Scoring Factors
Functions are scored based on:
Complexity - Sweet spot is medium complexity (3-15 cyclomatic complexity)
Accessibility - Exported functions score higher
Documentation - Well-documented functions are preferred
Parameters - Clear input parameters (1-5 params optimal)
Patterns - Detected MCP-suitable patterns boost scores
Async Nature - Async functions often perform useful I/O operations
Sample Output
🔧 CLI Commands
Context-Pods provides a comprehensive command-line interface with 11 commands, enhanced interactive features, and extensive help documentation.
Complete Command Overview
Command | Purpose | Key Features |
generate | Create MCP servers from templates | 5 templates, interactive selection, MCP config generation |
wrap | Convert scripts to MCP servers | Auto-detection, Python/Shell/TS/JS support |
init | Initialize project configuration | Interactive setup, template preferences |
list | Manage MCP servers | Active/inactive status, JSON output |
templates | Explore available templates | Built-in and custom templates, detailed info |
wizard | Interactive guided setup | Step-by-step server creation, all features |
doctor | System health diagnostics | Dependency checks, auto-fix issues |
dev | Development mode | Hot reloading, custom ports, file watching |
build | Build packages | Clean builds, TurboRepo optimization |
test | Run test suites | Coverage reports, watch mode, 805+ tests |
server | Meta-MCP server management | Start/stop/status, development mode |
Quick Access
Use the convenient shell shortcut from the project root:
Or use the full CLI:
Core Commands
🎯 generate - Create MCP servers from templates
Options:
-n, --name <name>
- MCP server name (required)-o, --output <path>
- Output directory-d, --description <text>
- Server description-f, --force
- Overwrite existing files--var <key=value...>
- Template variables--generate-mcp-config
- Generate .mcp.json config--config-name <name>
- Name for MCP config--command <command>
- Run command for server--env <key=value...>
- Environment variables
🔧 wrap - Convert existing scripts to MCP servers
Supported Script Types:
Python (
.py
) - Creates async MCP wrapperShell (
.sh
,.bash
) - Command-line MCP interfaceJavaScript (
.js
,.mjs
) - Node.js MCP wrapperTypeScript (
.ts
) - Transpiled MCP wrapperExecutable files - Generic command-line wrapper
Options:
-n, --name <name>
- MCP server name (required)-t, --template <name>
- Template to use (auto-detected)-o, --output <path>
- Output directory-d, --description <text>
- Server description-f, --force
- Overwrite existing files
📋 list - Manage MCP servers
📚 templates - Explore available templates
⚙️ init - Initialize project configuration
🏥 doctor - System health checks and diagnostics
Health Checks:
Node.js and npm versions
Workspace structure integrity
Package build status
Template availability
Git repository status
Dependencies installation
MCP server functionality
🧙♂️ wizard - Interactive guided setup
Wizard Features:
Server Generation - Guided template selection with language preferences
Script Wrapping - Step-by-step script conversion
Project Initialization - Interactive configuration setup
Template Explorer - Browse and preview available templates
Advanced Options - Custom variables, output paths, and configurations
Development Commands
🚀 dev - Development mode with hot reloading
🔨 build - Build packages
🧪 test - Run tests
Management Commands
💾 cache - Cache management
🖥️ server - Meta-MCP Server management
⚙️ config - Configuration management
Advanced Features
📊 analyze - AI-powered codebase analysis
✅ validate - MCP compliance validation
Help and Documentation
Every command includes comprehensive help with examples:
Shell Integration
The ./pods
shortcut provides enhanced output with colors and progress indicators:
Scripting and Automation
Use JSON output for integration with other tools:
🏗️ Architecture
Context-Pods uses a TurboRepo monorepo structure with optimized caching and build pipelines:
Package Overview
Package | Purpose | Key Features | Test Coverage |
@context-pods/core | Core engine and analysis | Template processing, AI codebase analysis, schema validation | 160 tests, 90%+ |
@context-pods/cli | Command-line interface | 11 commands, interactive wizards, TurboRepo integration | 251 tests, 90%+ |
@context-pods/server | Meta-MCP server | 7 tools, server registry, MCP protocol implementation | 285 tests, 95%+ |
@context-pods/templates | Template collection | 5 languages, advanced MCP features, production-ready | 91 tests, 85%+ |
@context-pods/testing | Testing framework | Protocol compliance, wrapper testing, report generation | Framework ready |
@context-pods/create | Package runner | npx integration, dependency management, CLI bootstrapping | 22 tests, 75%+ |
🔌 Integration
Claude Desktop
Add to your Claude Desktop configuration:
VS Code (Cody, Continue)
Configure in your extension settings:
🧪 Testing Framework
Context-Pods includes a comprehensive testing framework with 805+ tests across all packages:
MCP Protocol Compliance Testing
Validate servers against official MCP specifications:
Script Wrapper Testing
Test wrapped scripts across multiple languages:
Test Categories
Unit Tests - Individual function and class testing (599+ tests)
Integration Tests - End-to-end workflow validation (156+ tests)
Protocol Compliance - MCP specification adherence (50+ tests)
Template Validation - Generated code quality assurance
Performance Tests - Scalability and resource usage benchmarks
Error Handling - Resilience and recovery testing
📚 Documentation
🧪 Test Coverage & Quality Assurance
Context-Pods maintains exceptional test coverage with 805+ total tests across all packages:
Coverage by Package
Package | Coverage | Tests | Focus Areas |
| 95%+ | 285 | MCP protocol implementation, tools, registry, validation |
| 90%+ | 251 | All 11 CLI commands, caching, TurboRepo integration |
| 90%+ | 160 | Template engine, AI analysis, schema validation |
| 85%+ | 91 | Template validation, MCP feature coverage, SDK compliance |
| 75%+ | 22 | NPX runner, dependency management, error handling |
| Framework | Ready | MCP compliance testing, wrapper validation |
Test Categories
Unit Tests - Individual function and class testing
Integration Tests - End-to-end workflow validation
Protocol Compliance - MCP specification adherence
Template Validation - Generated code quality assurance
Error Handling - Resilience and recovery testing
Performance Tests - Scalability and resource usage
Quality Gates & Standards
All quality gates must pass before any commit:
Build (
npm run build
) - All 6 packages compile successfullyType Check (
npm run type-check
) - Strict TypeScript validationLint (
npm run lint
) - Zero ESLint errors across all filesFormat (
npm run format
) - Consistent code formattingTest (
npm run test
) - All 805+ tests pass
Additional Quality Features:
TurboRepo Caching - Intelligent build and test result caching
Pre-commit Hooks - Automated quality gate enforcement
MCP Protocol Validation - Schema compliance testing against official specs
Template Integrity - Generated code quality assurance
Performance Benchmarks - Build time and execution optimization
Run tests locally:
Development Setup
Quality Development Commands:
📈 Roadmap
Current Status: Production-ready MCP development framework with advanced protocol features
Upcoming Enhancements:
Additional Language Templates - Go, Ruby, Java support
Visual Template Builder - Web-based template customization interface
MCP Server Marketplace - Community template and server sharing
Cloud Deployment - AWS Lambda, Vercel, and Docker deployment options
Advanced Analytics - Performance profiling and usage analytics
Extended Transport Support - HTTP, WebSocket, and GraphQL transports
IDE Extensions - VS Code, JetBrains integration for enhanced developer experience
Recently Completed (v0.1.10):
✅ MCP SDK 1.17.4 - Full modern MCP protocol implementation
✅ Advanced Protocol Features - Sampling, multi-modal, subscriptions, roots, completion
✅ Comprehensive Testing - 805+ tests with 85-95%+ coverage across packages
✅ Quality Gates - Pre-commit hooks, automated CI/CD, strict TypeScript
✅ AI-Powered Analysis - Intelligent codebase analysis with AST parsing
✅ TurboRepo Optimization - Advanced caching, hot reloading, incremental builds
📄 License
MIT © Conor Luddy
🙏 Acknowledgments
Built with the Model Context Protocol SDK v1.17.4 by Anthropic.
Core Technologies:
TypeScript - Type-safe development with strict compiler settings
TurboRepo - Advanced monorepo management with intelligent caching
Vitest - Fast, modern testing framework with comprehensive coverage
Zod - Runtime type validation and schema generation
SQLite - Lightweight database for server registry management
📊 Project Stats
Total Lines of Code: 25,000+ (production code)
Test Files: 805+ comprehensive tests across all packages
Templates: 5 production-ready templates (TypeScript, Python, Rust, Shell)
CLI Commands: 11 comprehensive commands with interactive wizards
MCP Tools: 7 powerful tools in the Meta-MCP server
Documentation: 12+ comprehensive guides and API references
Quality Gates: 5 automated checks (build, type-check, lint, format, test)
This server cannot be installed
Context-Pods is a comprehensive development framework for creating, testing, and managing Model Context Protocol (MCP) servers. It provides a Meta-MCP Server that can generate other MCP servers through natural language descriptions or by wrapping existing scripts.
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