Implements a complete dynamic tool loading system that allows the playground to discover and load tools from the TPMJS registry at runtime. **Architecture:** - Search tool package (@tpmjs/search-registry) - Searches registry for tools - Search API endpoint (/api/tools/search) - Text-based search with scoring - Pre-flight tool loading - Automatically searches and loads tools on every message - Railway executor service (Deno) - Loads tools from esm.sh via HTTP imports - Dynamic tool loader - Calls Railway to load and execute tools remotely **Key Components:** 1. Railway Executor (apps/railway-executor/) - Deno-based service that natively supports HTTP imports - Endpoints: /load-and-describe, /execute-tool, /cache/stats, /cache/clear - Deploys to Railway with deno run --allow-net --allow-env server.ts 2. Search Tool Package (packages/tools/search-registry/) - AI SDK v6 tool for searching TPMJS registry - Uses jsonSchema + inputSchema pattern - Searches /api/tools/search endpoint 3. Search API (apps/web/src/app/api/tools/search/) - Text-based search with composite scoring - Scores: text relevance + quality boost + download boost - Returns tool metadata with importUrl for dynamic loading 4. Dynamic Tool Loader (apps/playground/src/lib/dynamic-tool-loader.ts) - Calls Railway service to load tools from esm.sh - Creates tool wrappers that execute remotely - Process-level module cache + per-conversation tracking 5. Pre-flight Loading (apps/playground/src/app/api/chat/route.ts) - Automatically searches for tools on every user message - Loads top 5 matching tools before agent processes request - Merges with static tools for seamless experience **Technical Decisions:** - Deno over Node.js: Native HTTP import support without flags - Remote execution: Tools run in Railway sandbox, not Vercel - Pre-flight loading: Better UX than two-turn search pattern - Text search: BM25 had dependency issues, simple scoring works well **Environment Variables:** - RAILWAY_SERVICE_URL: https://endearing-commitment-production.up.railway.app 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
229 lines
6.5 KiB
JavaScript
229 lines
6.5 KiB
JavaScript
/**
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* Railway Dynamic Tool Executor
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* Runs with --experimental-network-imports to support esm.sh imports
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*/
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import cors from 'cors';
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import express from 'express';
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const app = express();
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const PORT = process.env.PORT || 3001;
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// Middleware
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app.use(cors());
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app.use(express.json());
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// Cache for imported tool modules
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const moduleCache = new Map();
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/**
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* Health check endpoint
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*/
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app.get('/health', (req, res) => {
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res.json({
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status: 'ok',
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timestamp: new Date().toISOString(),
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cacheSize: moduleCache.size,
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nodeVersion: process.version,
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experimentalNetworkImports: true,
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});
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});
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/**
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* Load and describe a tool from esm.sh
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* Returns tool metadata (description, schema) without executing
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*/
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app.post('/load-and-describe', async (req, res) => {
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const { packageName, exportName, version, importUrl } = req.body;
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if (!packageName || !exportName || !version) {
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return res.status(400).json({
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success: false,
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error: 'Missing required fields: packageName, exportName, version',
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});
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}
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const cacheKey = `${packageName}::${exportName}`;
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try {
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let toolModule;
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// Check cache first
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if (moduleCache.has(cacheKey)) {
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console.log(`✅ Cache hit: ${cacheKey}`);
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toolModule = moduleCache.get(cacheKey);
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} else {
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// Dynamic import from esm.sh using fetch + eval
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// Note: import() doesn't support HTTPS URLs without custom loader in Node.js
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const url = importUrl || `https://esm.sh/${packageName}@${version}`;
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console.log(`📦 Importing: ${url}`);
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const response = await fetch(url);
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if (!response.ok) {
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throw new Error(`Failed to fetch module: ${response.statusText}`);
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}
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const moduleCode = await response.text();
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// Create a module wrapper that captures exports
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const moduleExports = {};
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const moduleWrapper = new Function('exports', 'module', 'require', moduleCode);
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moduleWrapper(moduleExports, { exports: moduleExports }, require);
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// esm.sh returns ES modules, try to get default or named export
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const module = moduleExports.default || moduleExports;
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toolModule = module[exportName] || module;
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if (!toolModule) {
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console.error(`❌ Export "${exportName}" not found. Available:`, Object.keys(module));
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return res.status(404).json({
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success: false,
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error: `Export "${exportName}" not found in module`,
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availableExports: Object.keys(module),
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});
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}
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// Validate it's an AI SDK tool
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if (!toolModule.description || !toolModule.execute) {
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console.error(`❌ Invalid AI SDK tool structure:`, {
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hasDescription: !!toolModule.description,
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hasExecute: !!toolModule.execute,
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hasInputSchema: !!toolModule.inputSchema,
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keys: Object.keys(toolModule),
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});
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return res.status(400).json({
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success: false,
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error: 'Invalid AI SDK tool structure (missing description or execute)',
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toolKeys: Object.keys(toolModule),
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});
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}
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// Cache it
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moduleCache.set(cacheKey, toolModule);
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console.log(`✅ Cached: ${cacheKey}`);
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}
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// Extract tool definition (description + schema)
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// AI SDK v6 tools have: description, inputSchema, execute
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res.json({
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success: true,
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tool: {
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exportName,
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description: toolModule.description,
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inputSchema: toolModule.inputSchema || toolModule.parameters?.shape || {},
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},
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});
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} catch (error) {
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console.error('❌ Failed to load tool:', error);
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res.status(500).json({
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success: false,
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error: error.message,
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stack: process.env.NODE_ENV === 'development' ? error.stack : undefined,
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});
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}
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});
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/**
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* Execute a dynamically loaded tool with parameters
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*/
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app.post('/execute-tool', async (req, res) => {
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const { packageName, exportName, version, importUrl, params } = req.body;
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if (!packageName || !exportName || !version) {
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return res.status(400).json({
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success: false,
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error: 'Missing required fields: packageName, exportName, version',
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});
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}
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const cacheKey = `${packageName}::${exportName}`;
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const startTime = Date.now();
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try {
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let toolModule;
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// Check cache or import
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if (moduleCache.has(cacheKey)) {
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console.log(`✅ Using cached tool: ${cacheKey}`);
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toolModule = moduleCache.get(cacheKey);
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} else {
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const url = importUrl || `https://esm.sh/${packageName}@${version}`;
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console.log(`📦 Importing for execution: ${url}`);
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const module = await import(url);
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toolModule = module[exportName];
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if (!toolModule || !toolModule.execute) {
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return res.status(404).json({
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success: false,
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error: 'Tool not found or invalid',
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executionTimeMs: Date.now() - startTime,
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});
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}
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moduleCache.set(cacheKey, toolModule);
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}
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// Execute the tool
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console.log(`🚀 Executing ${cacheKey} with params:`, params);
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const result = await toolModule.execute(params || {});
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const executionTimeMs = Date.now() - startTime;
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console.log(`✅ Execution complete in ${executionTimeMs}ms`);
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res.json({
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success: true,
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output: result,
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executionTimeMs,
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});
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} catch (error) {
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const executionTimeMs = Date.now() - startTime;
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console.error('❌ Tool execution failed:', error);
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res.status(500).json({
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success: false,
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error: error.message,
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executionTimeMs,
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stack: process.env.NODE_ENV === 'development' ? error.stack : undefined,
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});
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}
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});
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/**
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* Clear module cache (for debugging)
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*/
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app.post('/cache/clear', (req, res) => {
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const size = moduleCache.size;
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moduleCache.clear();
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console.log(`🗑️ Cleared cache (${size} entries)`);
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res.json({
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success: true,
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message: `Cleared ${size} cached modules`,
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});
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});
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/**
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* Get cache statistics
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*/
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app.get('/cache/stats', (req, res) => {
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const entries = Array.from(moduleCache.keys());
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res.json({
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success: true,
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cacheSize: moduleCache.size,
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cachedTools: entries,
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});
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});
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// Start server
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app.listen(PORT, () => {
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console.log(`🚀 Railway Tool Executor running on port ${PORT}`);
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console.log(`📦 Experimental network imports: ENABLED`);
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console.log(`🔗 Health check: http://localhost:${PORT}/health`);
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console.log(`🛠️ Endpoints:`);
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console.log(` POST /load-and-describe - Load tool and get schema`);
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console.log(` POST /execute-tool - Execute a tool with params`);
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console.log(` POST /cache/clear - Clear module cache`);
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console.log(` GET /cache/stats - Get cache statistics`);
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});
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