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for Groq\n\nA smart, unified API for accessing Model Context Protocol (MCP) tools through Groq's Responses endpoint. Features AI-powered tool selection, dynamic MCP registry integration, and zero-configuration tool access.\n\n## Features\n\n- **🤖 AI Tool Selection** — Let AI automatically choose the best tools for your queries\n- **🌐 Universal MCP Access** — Access any MCP tool from the official registry without configuration\n- **📝 Dynamic Documentation** — Auto-generated examples based on actual available tools\n- **🔑 Per-Tool API Keys** — Bring your own keys for each MCP tool\n- **🚀 Browser-Friendly** — GET requests with query parameters for easy testing\n- **⚡ Multiple Tool Support** — Execute multiple MCP tools in one request\n- **🔧 Smart Registry** — Local tools + automatic fallback to public MCP registry\n\n## Quick Start\n\n1. **Install Deno:** https://deno.land/#installation\n\n2. **Set environment variables:**\n```bash\nexport GROQ_API_KEY=\"your_groq_api_key\"\nexport PARALLEL_API_KEY=\"your_parallel_api_key\"\n```\n\n3. **Start the server:**\n```bash\ndeno task serve\n```\nThis runs: `deno serve --allow-sys --allow-read --allow-import --allow-env --allow-write --allow-net --reload=https://esm.town ./main.js`\n\n4. **Open http://localhost:8000** to see the API documentation\n\n## Usage Examples\n\n### 🤖 AI-Powered Tool Selection (Recommended)\n\nLet AI automatically choose the best tools for your query:\n\n```bash\n# Browser-friendly: AI picks the right tools and executes them\nGET /select?q=Plan a 3-day trip to Tokyo\n\n# Generate curl commands for any query\nGET /select?q=Find trending AI models&mode=curl\n\n# Programmatic usage with custom API keys\ncurl -X POST \"http://localhost:8000/select\" \\\n -H \"Content-Type: application/json\" \\\n -H \"Authorization: Bearer YOUR_GROQ_API_KEY\" \\\n -d '{\"query\": \"Build a travel itinerary for Paris\", \"mode\": \"execute\"}'\n```\n\n### 🎯 Direct Tool Execution\n\nWhen you know exactly which tools to use:\n\n```bash\n# Execute specific tools\nGET /?tools=parallel_web_search&q=what's the weather in San Francisco\n\n# Multiple tools coordination\nGET /?tools=github,huggingface&q=research trending AI models and create an issue\n\n# MCP Registry tool (zero configuration)\nGET /?tools=garden.stanislav.svelte-llm/svelte-llm-mcp&q=what are svelte runes\n```\n\n### 📋 Tool Discovery\n\n```bash\n# List all available tools\nGET /?mode=list\n\n# Get detailed tool schemas\nGET /?tools=parallel_web_search&mode=list\n\n# Browse the MCP registry\nGET /registry\n\n# Search for specific tools\nGET /registry?search=gmail\n```\n\n### Advanced: Per-Tool API Keys (POST)\n\nFor production use, you can provide custom API keys per tool using the POST endpoint:\n\n```bash\n# Execute with custom API keys for each tool\ncurl -X POST \"http://localhost:8000/\" \\\n -H \"Content-Type: application/json\" \\\n -H \"Authorization: Bearer YOUR_GROQ_API_KEY\" \\\n -d '{\n \"tools\": \"parallel_web_search,github\",\n \"q\": \"research latest AI developments and create an issue\",\n \"toolHeaders\": {\n \"parallel_web_search\": {\n \"x-api-key\": \"USER_PROVIDED_PARALLEL_KEY\"\n },\n \"github\": {\n \"Authorization\": \"Bearer USER_PROVIDED_GITHUB_TOKEN\"\n }\n }\n }'\n\n# List tools with custom headers\ncurl -X POST \"http://localhost:8000/\" \\\n -H \"Content-Type: application/json\" \\\n -d '{\n \"mode\": \"list\",\n \"tools\": \"parallel_web_search\",\n \"apiKey\": \"YOUR_GROQ_API_KEY\",\n \"toolHeaders\": {\n \"parallel_web_search\": {\n \"x-api-key\": \"USER_PROVIDED_PARALLEL_KEY\"\n }\n }\n }'\n```\n\n**Key Features:**\n- **Bring Your Own Keys**: Users can provide their own API keys for each MCP tool\n- **Secure**: Keys are used per-request, not stored\n- **Priority**: User-provided keys override environment variables\n- **Flexible**: Mix environment keys with user keys as needed\n\n## API Reference\n\n### 🤖 AI Tool Selection\n\n**`GET/POST /select`** — AI automatically chooses the best tools for your query\n\n#### GET Parameters\n| Parameter | Description | Default | Required |\n|-----------|-------------|---------|----------|\n| `q` or `query` | Your natural language query | - | Yes |\n| `mode` | `execute` or `curl` | `execute` | No |\n| `model` | Groq model to use | `openai/gpt-oss-120b` | No |\n\n#### POST Body\n```json\n{\n \"query\": \"Your natural language query\",\n \"mode\": \"execute\", // or \"curl\"\n \"model\": \"openai/gpt-oss-120b\"\n}\n```\n\n**Examples:**\n```bash\n# Let AI pick tools and execute\nGET /select?q=Plan a trip to Tokyo\n\n# Generate curl command \nGET /select?q=Find trending AI models&mode=curl\n\n# Programmatic usage\nPOST /select {\"query\": \"Search for emails about project\", \"mode\": \"execute\"}\n```\n\n### 🎯 Direct Tool Execution\n\n**`GET/POST /`** — Execute specific tools when you know what you need\n\n#### GET Parameters\n| Parameter | Description | Default | Required |\n|-----------|-------------|---------|----------|\n| `tools` | Comma-separated tool names | - | For execute mode |\n| `q` | Query/input for tools | - | For execute mode |\n| `mode` | `execute` or `list` | `execute` | No |\n| `model` | Groq model | `openai/gpt-oss-120b` | No |\n\n#### POST Body (Enhanced)\n ```json\n {\n \"tools\": \"tool1,tool2\",\n \"q\": \"Your query\",\n \"mode\": \"execute\",\n \"toolHeaders\": {\n \"tool1\": {\"x-api-key\": \"YOUR_KEY\"}\n }\n}\n```\n\n### 🔧 Other Endpoints\n\n- **`GET /registry`** — Browse official MCP registry with search\n- **`POST /api/tool/:toolName`** — Individual tool execution (supports MCP registry)\n- **`GET /debug`** — Environment and configuration check\n- **`POST /api/groq/responses`** — Direct Groq API wrapper\n\n## 🌐 Universal MCP Access\n\nOne of the most powerful features is **zero-configuration access** to any MCP tool from the official registry:\n\n```bash\n# Use any MCP tool without setup - automatically discovered from registry\nGET /?tools=garden.stanislav.svelte-llm/svelte-llm-mcp&q=what are svelte runes\nGET /?tools=com.peek/mcp&q=plan a 3-day tokyo itinerary \nGET /?tools=ai.waystation/gmail&q=search for emails about the project\n\n# Or let AI pick the perfect tool automatically \nGET /select?q=I need help with Svelte development\n```\n\n**How it works:**\n1. **Local Registry First** — Checks your configured tools\n2. **MCP Registry Fallback** — Automatically searches 300+ public MCP tools\n3. **Smart Matching** — Finds tools by exact name or fuzzy matching\n4. **Zero Config** — Works immediately without setup\n\n## Tool Registry\n\nTools are registered in the `toolsRegistry` object in `main.js`. Each tool can include optional `_meta` for better documentation and examples:\n\n```javascript\nconst toolsRegistry = {\n parallel_web_search: {\n type: \"mcp\",\n server_label: \"parallel_web_search\",\n server_url: \"https://mcp.parallel.ai/v1beta/search_mcp/\",\n headers: {\n \"x-api-key\": () => Deno.env.get(\"PARALLEL_API_KEY\")\n },\n require_approval: \"never\",\n // Optional metadata for better dynamic examples\n _meta: {\n description: \"Web search with AI-optimized results\",\n example_queries: [\n \"what's the weather in San Francisco\",\n \"latest developments in AI safety research\",\n \"current news about climate change\"\n ],\n use_cases: [\"Current events\", \"Research\", \"Weather\", \"News\"]\n }\n },\n github: {\n type: \"mcp\",\n server_label: \"GitHub\",\n server_url: \"https://api.githubcopilot.com/mcp/\",\n headers: {\n \"Authorization\": () => `Bearer ${Deno.env.get(\"GITHUB_TOKEN\")}`\n },\n require_approval: \"never\",\n _meta: {\n description: \"GitHub repository management and operations\",\n example_queries: [\n \"create an issue in my repo about adding MCP examples\",\n \"search for repositories related to AI\",\n \"create a new issue titled 'Add authentication'\"\n ],\n use_cases: [\"Create issues\", \"Manage repos\", \"Code search\", \"Pull requests\"]\n }\n },\n // Add more tools here...\n};\n```\n\n### Adding New Tools\n\n1. Add your tool configuration to `toolsRegistry`\n2. Set required environment variables\n3. Optionally add `_meta` for better documentation\n4. The tool will automatically be available via the API with dynamic examples\n\nExample:\n```javascript\nnew_tool: {\n type: \"mcp\",\n server_label: \"new_tool\",\n server_url: \"https://example.com/mcp/\",\n headers: {\n \"authorization\": () => `Bearer ${Deno.env.get(\"NEW_TOOL_API_KEY\")}`\n },\n require_approval: \"never\",\n _meta: {\n description: \"Custom tool for specific operations\",\n example_queries: [\n \"primary example query\",\n \"secondary example query\",\n \"tertiary example query\"\n ],\n use_cases: [\"Use case 1\", \"Use case 2\", \"Use case 3\"]\n }\n}\n```\n\n### Dynamic Documentation\n\nThe API documentation at `/` is **completely dynamic** and generates examples based on:\n\n1. **Tool metadata** (`_meta`) if provided\n2. **Registry descriptions** from dynamically loaded MCP tools \n3. **Smart detection** based on tool names and server labels\n4. **Fallback examples** for unknown tool types\n\nThis means:\n- ✅ **No hardcoded examples** - everything reflects your actual tool registry\n- ✅ **Automatic updates** - adding tools instantly updates documentation\n- ✅ **Consistent behavior** - examples work out of the box\n- ✅ **Smart defaults** - reasonable examples even without metadata\n\n## Response Format\n\n### Successful Tool Execution\n ```json\n{\n \"id\": \"resp_01k5shpe...\",\n \"object\": \"response\",\n \"status\": \"completed\",\n \"output\": [\n {\n \"type\": \"mcp_call\",\n \"server_label\": \"parallel_web_search\",\n \"name\": \"web_search_preview\",\n \"output\": \"...\"\n },\n {\n \"type\": \"message\",\n \"role\": \"assistant\",\n \"content\": [...]\n }\n ],\n \"usage\": {...}\n}\n```\n\n### Tool Schema Response\n ```json\n {\n \"mode\": \"list\",\n \"schemas\": [\n {\n \"toolName\": \"parallel_web_search\",\n \"server_label\": \"parallel_web_search\",\n \"tools\": [\n {\n \"name\": \"web_search_preview\",\n \"description\": \"Perform web searches...\",\n \"input_schema\": {...}\n }\n ],\n \"tool_count\": 1\n }\n ]\n}\n```\n\n## Environment Variables\n\n| Variable | Description | Required |\n|----------|-------------|----------|\n| `GROQ_API_KEY` | Groq API key for model access | Yes |\n| `PARALLEL_API_KEY` | Parallel AI API key for web search | For parallel_web_search tool |\n| `GITHUB_TOKEN` | GitHub token for GitHub MCP tool | For github tool |\n\n## SDK Examples\n\n### Using OpenAI SDK with Groq\n\n```javascript\nimport OpenAI from \"openai\";\n\nconst client = new OpenAI({\n apiKey: process.env.GROQ_API_KEY,\n baseURL: \"https://api.groq.com/openai/v1\",\n});\n\n// Single tool example\nconst response = await client.responses.create({\n model: \"openai/gpt-oss-120b\",\n input: \"What models are trending on Huggingface?\",\n tools: [\n {\n type: \"mcp\",\n server_label: \"Huggingface\",\n server_url: \"https://huggingface.co/mcp\",\n }\n ]\n});\n\nconsole.log(response);\n```\n\n### Multiple MCP Servers\n\n```javascript\nconst response = await client.responses.create({\n model: \"openai/gpt-oss-120b\",\n input: \"Please create a new issue in my repository called 'build-with-groq/groq-code-cli' with the title 'Add MCP examples' and outline a few examples of MCP?\",\n tools: [\n {\n type: \"mcp\",\n server_label: \"GitHub\",\n server_url: \"https://api.githubcopilot.com/mcp/\",\n headers: {\n Authorization: \"Bearer \"\n }\n },\n {\n type: \"mcp\",\n server_label: \"Huggingface\",\n server_url: \"https://huggingface.co/mcp\",\n }\n ]\n});\n\nconsole.log(response);\n```\n\n### Advanced: Multiple Systems Coordination\n\n```javascript\nconst response = await client.responses.create({\n model: \"openai/gpt-oss-120b\",\n input: \"Research trending AI models and create a GitHub issue summarizing them\",\n tools: [\n {\n type: \"mcp\",\n server_label: \"GitHub\",\n server_url: \"https://api.githubcopilot.com/mcp/\",\n headers: { \"Authorization\": \"Bearer \" }\n },\n {\n type: \"mcp\",\n server_label: \"Huggingface\",\n server_url: \"https://huggingface.co/mcp\"\n },\n {\n type: \"mcp\",\n server_label: \"parallel_web_search\",\n server_url: \"https://mcp.parallel.ai/v1beta/search_mcp/\",\n headers: { \"x-api-key\": \"\" }\n }\n ]\n});\n```\n\n## Architecture\n\n### Core Components\n\n- **🤖 AI Tool Selector** — GPT-oss-120b automatically chooses optimal tools\n- **🌐 Universal Registry** — Local tools + dynamic MCP registry integration \n- **📝 Dynamic Documentation** — Auto-generated examples from tool metadata\n- **🔑 Flexible Auth** — Per-tool API keys with environment fallback\n- **⚡ Smart Router** — Context-aware endpoint handling\n\n### Intelligent Behaviors\n\n- **`/select?q=X`** → AI picks tools and executes\n- **`/?tools=X&q=Y`** → Direct tool execution\n- **`/?mode=list`** → Tool discovery and schemas\n- **No parameters** → Dynamic API documentation\n- **Unknown tools** → Automatic MCP registry lookup\n\n## Error Handling\n\nThe API provides detailed error messages with helpful examples:\n\n- **401 Unauthorized** — Missing or invalid API keys\n- **404 Not Found** — Tool not found in registry\n- **400 Bad Request** — Missing required parameters\n\n## Development\n\n### Project Structure\n```\ngroq-mcp-nav/\n├── main.js # Main server and API logic\n├── deno.json # Deno configuration\n├── README.md # This file\n└── ...\n```\n\n### Testing Tools\n\nMultiple ways to test and explore:\n- **`/`** → Interactive API documentation\n- **`/select?q=your query`** → AI-powered tool selection \n- **`/?tools=tool_name&q=test`** → Direct tool execution\n- **`/?mode=list`** → Explore available tools\n- **`/registry`** → Browse 300+ public MCP tools\n- **`/debug`** → Check configuration and API keys\n\n## Requirements\n\n- **Deno 1.40+**\n- **Groq API Key** (get one at https://groq.com)\n- **Tool-specific API Keys** (e.g., Parallel AI for web search)\n\n## Notes\n\n- **AI-Powered** — Uses GPT-oss-120b for intelligent tool selection\n- **Universal Access** — Works with 300+ MCP tools from the official registry\n- **Zero Config** — Most tools work immediately without setup\n- **Production Ready** — Per-tool API keys and secure environment variables\n- **Browser & API** — Designed for both interactive and programmatic usage\n\n**Powered by Groq** — get your API key at https://groq.com\n",[157],"31690e0e-9814-11f0-840e-0224a6c84d84",".gitignore","31690eb8-9814-11f0-840e-0224a6c84d84",84,["D",1758587294381],".env\n.DS_Store",[164],"314d80da-9814-11f0-9721-0224a6c84d84",".cursorrules","314d8184-9814-11f0-9721-0224a6c84d84",79,["D",1758587294200],"You are an advanced assistant specialized in generating Val Town code.\n\n## Core Guidelines\n\n- Ask clarifying questions when requirements are ambiguous\n- Provide complete, functional solutions rather than skeleton implementations\n- Test your logic against edge cases before presenting the final solution\n- Ensure all code follows Val Town's specific platform requirements\n- If a section of code that you're working on is getting too complex, consider refactoring it into subcomponents\n\n## Code Standards\n\n- Generate code in TypeScript or TSX\n- Add appropriate TypeScript types and interfaces for all data structures\n- Prefer official SDKs or libraries than writing API calls directly\n- Ask the user to supply API or library documentation if you are at all unsure about it\n- **Never bake in secrets into the code** - always use environment variables\n- Include comments explaining complex logic (avoid commenting obvious operations)\n- Follow modern ES6+ conventions and functional programming practices if possible\n\n## Types of triggers\n\n### 1. HTTP Trigger\n\n- Create web APIs and endpoints\n- Handle HTTP requests and responses\n- Example structure:\n\n```ts\nexport default async function (req: Request) {\n return new Response(\"Hello World\");\n}\n```\n\nFiles that are HTTP triggers have http in their name like `foobar.http.tsx`\n\n### 2. Cron Triggers\n\n- Run on a schedule\n- Use cron expressions for timing\n- Example structure:\n\n```ts\nexport default async function () {\n // Scheduled task code\n}\n```\n\nFiles that are Cron triggers have cron in their name like `foobar.cron.tsx`\n\n### 3. Email Triggers\n\n- Process incoming emails\n- Handle email-based workflows\n- Example structure:\n\n```ts\nexport default async function (email: Email) {\n // Process email\n}\n```\n\nFiles that are Email triggers have email in their name like `foobar.email.tsx`\n\n\n## Val Town Standard Libraries\n\nVal Town provides several hosted services and utility functions.\n\n### Blob Storage\n\n```ts\nimport { blob } from \"https://esm.town/v/std/blob\";\nawait blob.setJSON(\"myKey\", { hello: \"world\" });\nlet blobDemo = await blob.getJSON(\"myKey\");\nlet appKeys = await blob.list(\"app_\");\nawait blob.delete(\"myKey\");\n```\n\n### SQLite\n\n```ts\nimport { sqlite } from \"https://esm.town/v/stevekrouse/sqlite\";\nconst TABLE_NAME = 'todo_app_users_2';\n// Create table - do this before usage and change table name when modifying schema\nawait sqlite.execute(`CREATE TABLE IF NOT EXISTS ${TABLE_NAME} (\n id INTEGER PRIMARY KEY AUTOINCREMENT,\n name TEXT NOT NULL\n)`);\n// Query data\nconst result = await sqlite.execute(`SELECT * FROM ${TABLE_NAME} WHERE id = ?`, [1]);\n```\n\nNote: When changing a SQLite table's schema, change the table's name (e.g., add _2 or _3) to create a fresh table.\n\n### OpenAI\n\n```ts\nimport { OpenAI } from \"https://esm.town/v/std/openai\";\nconst openai = new OpenAI();\nconst completion = await openai.chat.completions.create({\n messages: [\n { role: \"user\", content: \"Say hello in a creative way\" },\n ],\n model: \"gpt-4o-mini\",\n max_tokens: 30,\n});\n```\n\n### Email\n\n```ts\nimport { email } from \"https://esm.town/v/std/email\";\n// By default emails the owner of the val\nawait email({ \n subject: \"Hi\", \n text: \"Hi\", \n html: \"

Hi

\"\n});\n```\n\n## Val Town Utility Functions\n\nVal Town provides several utility functions to help with common project tasks.\n\n### Importing Utilities\n\nAlways import utilities with version pins to avoid breaking changes:\n\n```ts\nimport { parseProject, readFile, serveFile } from \"https://esm.town/v/std/utils@85-main/index.ts\";\n```\n\n### Available Utilities\n\n\n#### **serveFile** - Serve project files with proper content types\n\nFor example, in Hono:\n\n```ts\n// serve all files in frontend/ and shared/\napp.get(\"/frontend/*\", c => serveFile(c.req.path, import.meta.url));\napp.get(\"/shared/*\", c => serveFile(c.req.path, import.meta.url));\n```\n\n#### **readFile** - Read files from within the project:\n\n```ts\n// Read a file from the project\nconst fileContent = await readFile(\"/frontend/index.html\", import.meta.url);\n```\n\n#### **listFiles** - List all files in the project\n\n```ts\nconst files = await listFiles(import.meta.url);\n```\n\n#### **parseProject** - Extract information about the current project from import.meta.url\n\nThis is useful for including info for linking back to a val, ie in \"view source\" urls:\n\n```ts\nconst projectVal = parseProject(import.meta.url);\nconsole.log(projectVal.username); // Owner of the project\nconsole.log(projectVal.name); // Project name\nconsole.log(projectVal.version); // Version number\nconsole.log(projectVal.branch); // Branch name\nconsole.log(projectVal.links.self.project); // URL to the project page\n```\n\nHowever, it's *extremely importing* to note that `parseProject` and other Standard Library utilities ONLY RUN ON THE SERVER.\nIf you need access to this data on the client, run it in the server and pass it to the client by splicing it into the HTML page\nor by making an API request for it.\n\n## Val Town Platform Specifics\n\n- **Redirects:** Use `return new Response(null, { status: 302, headers: { Location: \"/place/to/redirect\" }})` instead of `Response.redirect` which is broken\n- **Images:** Avoid external images or base64 images. Use emojis, unicode symbols, or icon fonts/libraries instead\n- **AI Image:** To inline generate an AI image use: `

`\n- **Storage:** DO NOT use the Deno KV module for storage\n- **Browser APIs:** DO NOT use the `alert()`, `prompt()`, or `confirm()` methods\n- **Weather Data:** Use open-meteo for weather data (doesn't require API keys) unless otherwise specified\n- **View Source:** Add a view source link by importing & using `import.meta.url.replace(\"ems.sh\", \"val.town)\"` (or passing this data to the client) and include `target=\"_top\"` attribute\n- **Error Debugging:** Add `` to HTML to capture client-side errors\n- **Error Handling:** Only use try...catch when there's a clear local resolution; Avoid catches that merely log or return 500s. Let errors bubble up with full context\n- **Environment Variables:** Use `Deno.env.get('keyname')` when you need to, but generally prefer APIs that don't require keys\n- **Imports:** Use `https://esm.sh` for npm and Deno dependencies to ensure compatibility on server and browser\n- **Storage Strategy:** Only use backend storage if explicitly required; prefer simple static client-side sites\n- **React Configuration:** When using React libraries, pin versions with `?deps=react@18.2.0,react-dom@18.2.0` and start the file with `/** @jsxImportSource https://esm.sh/react@18.2.0 */`\n- Ensure all React dependencies and sub-dependencies are pinned to the same version\n- **Styling:** Default to using TailwindCSS via `` unless otherwise specified\n\n## Project Structure and Design Patterns\n\n### Recommended Directory Structure\n```\n├── backend/\n│ ├── database/\n│ │ ├── migrations.ts # Schema definitions\n│ │ ├── queries.ts # DB query functions\n│ │ └── README.md\n│ └── routes/ # Route modules\n│ ├── [route].ts\n│ └── static.ts # Static file serving\n│ ├── index.ts # Main entry point\n│ └── README.md\n├── frontend/\n│ ├── components/\n│ │ ├── App.tsx\n│ │ └── [Component].tsx\n│ ├── favicon.svg\n│ ├── index.html # Main HTML template\n│ ├── index.tsx # Frontend JS entry point\n│ ├── README.md\n│ └── style.css\n├── README.md\n└── shared/\n ├── README.md\n └── utils.ts # Shared types and functions\n```\n\n### Backend (Hono) Best Practices\n\n- Hono is the recommended API framework\n- Main entry point should be `backend/index.ts`\n- **Static asset serving:** Use the utility functions to read and serve project files:\n ```ts\n import { readFile, serveFile } from \"https://esm.town/v/std/utils@85-main/index.ts\";\n \n // serve all files in frontend/ and shared/\n app.get(\"/frontend/*\", c => serveFile(c.req.path, import.meta.url));\n app.get(\"/shared/*\", c => serveFile(c.req.path, import.meta.url));\n \n // For index.html, often you'll want to bootstrap with initial data\n app.get(\"/\", async c => {\n let html = await readFile(\"/frontend/index.html\", import.meta.url);\n \n // Inject data to avoid extra round-trips\n const initialData = await fetchInitialData();\n const dataScript = ``;\n \n html = html.replace(\"\", `${dataScript}`);\n return c.html(html);\n });\n ```\n- Create RESTful API routes for CRUD operations\n- Always include this snippet at the top-level Hono app to re-throwing errors to see full stack traces:\n ```ts\n // Unwrap Hono errors to see original error details\n app.onError((err, c) => {\n throw err;\n });\n ```\n\n### Database Patterns\n- Run migrations on startup or comment out for performance\n- Change table names when modifying schemas rather than altering\n- Export clear query functions with proper TypeScript typing\n\n## Common Gotchas and Solutions\n\n1. **Environment Limitations:** \n - Val Town runs on Deno in a serverless context, not Node.js\n - Code in `shared/` must work in both frontend and backend 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