NCP - Natural Context Provider

#!/usr/bin/env node /** * Setup Tiered MCP Profiles for Testing * * Creates a tiered approach for testing the semantic enhancement system: * - Adds dummy MCPs to the default 'all' profile * - Creates tiered profiles: tier-10, tier-100, tier-1000 * - Uses realistic MCPs for comprehensive testing at different scales */ import * as fs from 'fs/promises'; import * as path from 'path'; import { fileURLToPath } from 'url'; import { getNcpBaseDirectory } from '../utils/ncp-paths.js'; const __filename = fileURLToPath(import.meta.url); const __dirname = path.dirname(__filename); interface McpDefinitionsFile { mcps: Record<string, any>; } async function setupTieredProfiles(): Promise<void> { try { // Load real MCP definitions const definitionsPath = path.join(__dirname, 'real-mcp-definitions.json'); const definitionsContent = await fs.readFile(definitionsPath, 'utf-8'); const realDefinitions = JSON.parse(definitionsContent); const definitions: McpDefinitionsFile = { mcps: realDefinitions.mcps }; // Get NCP base directory and ensure profiles directory exists const ncpBaseDir = await getNcpBaseDirectory(); const profilesDir = path.join(ncpBaseDir, 'profiles'); await fs.mkdir(profilesDir, { recursive: true }); // Build dummy MCP server path const dummyServerPath = path.join(__dirname, 'dummy-mcp-server.ts'); // Helper function to create MCP server config const createMcpConfig = (mcpName: string) => ({ command: 'npx', args: [ 'tsx', dummyServerPath, '--mcp-name', mcpName, '--definitions-file', definitionsPath ] }); const allMcpNames = Object.keys(definitions.mcps); console.log(`📦 Found ${allMcpNames.length} MCP definitions`); // 1. ADD TO DEFAULT 'ALL' PROFILE console.log(`\n🔧 Adding dummy MCPs to default 'all' profile...`); const allProfilePath = path.join(profilesDir, 'all.json'); let allProfile: any; try { const existingContent = await fs.readFile(allProfilePath, 'utf-8'); allProfile = JSON.parse(existingContent); } catch { // Create default 'all' profile if it doesn't exist allProfile = { name: 'all', description: 'Universal profile with all configured MCP servers', mcpServers: {}, metadata: { created: new Date().toISOString(), modified: new Date().toISOString() } }; } // Add all dummy MCPs to the 'all' profile for (const mcpName of allMcpNames) { allProfile.mcpServers[mcpName] = createMcpConfig(mcpName); } allProfile.metadata.modified = new Date().toISOString(); await fs.writeFile(allProfilePath, JSON.stringify(allProfile, null, 2)); console.log(` ✅ Added ${allMcpNames.length} dummy MCPs to 'all' profile`); // 2. CREATE TIERED PROFILES const tiers = [ { name: 'tier-10', count: 10, description: 'Lightweight testing with 10 essential MCPs' }, { name: 'tier-100', count: 100, description: 'Medium load testing with 100 diverse MCPs' }, { name: 'tier-1000', count: 1000, description: 'Heavy load testing with 1000+ comprehensive MCPs' } ]; for (const tier of tiers) { console.log(`\n🏗️ Creating ${tier.name} profile (${tier.count} MCPs)...`); let selectedMcps: string[]; if (tier.count <= allMcpNames.length) { // For tier-10 and potentially tier-100, select the most essential MCPs if (tier.count === 10) { // Hand-pick the 10 most essential MCPs selectedMcps = [ 'shell', 'git', 'postgres', 'openai', 'github', 'docker', 'aws', 'filesystem', 'slack', 'stripe' ]; } else { // For tier-100, take first N MCPs (can be randomized later) selectedMcps = allMcpNames.slice(0, tier.count); } } else { // For tier-1000, we need to generate more MCPs // For now, use all available and indicate we need more selectedMcps = allMcpNames; console.log(` ⚠️ Only ${allMcpNames.length} MCPs available, need ${tier.count} for full ${tier.name}`); } const tierProfile = { name: tier.name, description: tier.description, mcpServers: {} as Record<string, any>, metadata: { created: new Date().toISOString(), modified: new Date().toISOString(), targetCount: tier.count, actualCount: selectedMcps.length } }; for (const mcpName of selectedMcps) { tierProfile.mcpServers[mcpName] = createMcpConfig(mcpName); } const tierProfilePath = path.join(profilesDir, `${tier.name}.json`); await fs.writeFile(tierProfilePath, JSON.stringify(tierProfile, null, 2)); console.log(` ✅ Created ${tier.name}: ${selectedMcps.length}/${tier.count} MCPs`); console.log(` Profile: ${tierProfilePath}`); } // 3. USAGE INSTRUCTIONS console.log(`\n📋 Profile Usage Instructions:`); console.log(`\n🎯 Default Profile (${allMcpNames.length} MCPs):`); console.log(` npx ncp list # List all MCPs`); console.log(` npx ncp find "commit my code to git" # Semantic enhancement discovery`); console.log(` npx ncp run git:commit --params '{"message":"test"}' # Execute tools`); console.log(`\n⚡ Tiered Testing:`); console.log(` npx ncp --profile tier-10 find "upload code" # Light testing (10 MCPs)`); console.log(` npx ncp --profile tier-100 find "store data" # Medium testing (100 MCPs)`); console.log(` npx ncp --profile tier-1000 find "deploy app" # Heavy testing (1000 MCPs)`); console.log(`\n🔍 Performance Testing:`); console.log(` time npx ncp --profile tier-10 find "database query" # Fast discovery`); console.log(` time npx ncp --profile tier-100 find "database query" # Medium scale`); console.log(` time npx ncp --profile tier-1000 find "database query" # Large scale`); console.log(`\n📊 Profile Summary:`); console.log(` 📦 all: ${allMcpNames.length} MCPs (default profile)`); tiers.forEach(tier => { const actualCount = tier.count <= allMcpNames.length ? (tier.count === 10 ? 10 : Math.min(tier.count, allMcpNames.length)) : allMcpNames.length; console.log(` 📦 ${tier.name}: ${actualCount}/${tier.count} MCPs`); }); console.log(`\n🚀 Ready for semantic enhancement testing at multiple scales!`); } catch (error) { console.error('Failed to setup tiered profiles:', error); process.exit(1); } } // Main execution if (import.meta.url === `file://${process.argv[1]}`) { setupTieredProfiles(); } export { setupTieredProfiles };