Understand the fundamental concepts that power MCPCodex and how they work together to revolutionize AI-assisted development.
Your code, IDE extensions, and CLI tools
Language-specific SDKs and client libraries
Authentication, rate limiting, and request routing
Specialized AI agents for different tasks
GPT-4, Claude, Llama, and other AI models
Key Insight: Each layer is independently scalable and can be optimized for specific workloads, ensuring maximum performance and reliability.
The foundation of MCPCodex - a standardized protocol for AI-code interaction
// MCP maintains context across your entire codebase
const context = new MCPContext({
root: './src',
include: ['**/*.ts', '**/*.tsx'],
exclude: ['node_modules', 'dist'],
maxTokens: 8192
});
// Context automatically updates as you work
context.on('change', (files) => {
console.log('Context updated:', files);
});Reduce complexity by identifying and managing the minimum set of control points
// MCP identifies control points automatically
const analysis = await mcp.analyzeControlPoints({
codebase: './src',
complexity: 'medium'
});
// Focus on the critical paths
analysis.controlPoints.forEach(point => {
console.log(`Control Point: ${point.name}`);
console.log(`Impact: ${point.impact}`);
console.log(`Suggestions: ${point.suggestions}`);
});Specialized AI agents that work together to handle complex development tasks
// Create specialized agents for different tasks
const frontendAgent = new Agent({
type: 'frontend',
specialization: ['React', 'TypeScript', 'CSS']
});
const backendAgent = new Agent({
type: 'backend',
specialization: ['Node.js', 'PostgreSQL', 'REST']
});
// Agents work together on complex tasks
const app = await mcp.orchestrate({
task: 'Build a full-stack blog application',
agents: [frontendAgent, backendAgent],
requirements: {
authentication: true,
database: 'PostgreSQL',
styling: 'Tailwind CSS'
}
});Intelligent context awareness that understands your entire codebase
// Context understands your code semantically
const context = await mcp.createContext({
analyze: true,
includeTests: true,
includeDocs: true
});
// Query context intelligently
const related = await context.findRelated({
file: 'src/components/Button.tsx',
depth: 2
});
// Context-aware code generation
const component = await mcp.generate({
prompt: 'Create a modal component',
context: related // Uses related code as reference
});