d3b928c97e
Railway is deprecating Nixpacks, so switching to a standard Dockerfile with the official Deno image. This provides a cleaner and more maintainable deployment configuration. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
785 lines
23 KiB
TypeScript
785 lines
23 KiB
TypeScript
/**
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* Manual Tools Registry
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*
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* This file contains tools that should be included in TPMJS but don't follow
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* the standard tpmjs field specification in their package.json.
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*
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* These tools are manually curated and synced to the database via the
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* manual sync script.
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*/
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export interface ManualTool {
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// Package metadata
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npmPackageName: string;
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npmVersion?: string; // Optional - will fetch latest if not specified
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category:
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| 'text-analysis'
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| 'code-generation'
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| 'data-processing'
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| 'image-generation'
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| 'audio-processing'
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| 'search'
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| 'integration'
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| 'other';
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frameworks: Array<'vercel-ai' | 'langchain' | 'llamaindex' | 'other'>;
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// Tool definition
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exportName: string;
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description: string;
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// Optional rich metadata
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parameters?: Array<{
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name: string;
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type: string;
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description: string;
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required: boolean;
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default?: string;
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}>;
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returns?: {
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type: string;
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description: string;
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};
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aiAgent?: {
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useCase: string;
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limitations?: string;
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examples?: string[];
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};
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// Environment variables
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env?: Array<{
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name: string;
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description: string;
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required: boolean;
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}>;
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// Additional metadata not in npm
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tags?: string[];
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docsUrl?: string;
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apiKeyUrl?: string;
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websiteUrl?: string;
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}
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export const manualTools: ManualTool[] = [
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{
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npmPackageName: 'ai-sdk-tool-code-execution',
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category: 'code-generation',
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frameworks: ['vercel-ai'],
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exportName: 'executeCode',
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description:
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'Execute Python code in a sandboxed environment using Vercel Sandbox. Run calculations, data processing, and other computational tasks safely in an isolated environment with Python 3.13.',
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tags: ['code-execution', 'sandbox'],
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env: [
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{
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name: 'VERCEL_OIDC_TOKEN',
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description: 'Vercel OIDC token for sandbox authentication',
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required: true,
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},
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],
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parameters: [
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{
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name: 'code',
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type: 'string',
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description: 'Python code to execute in the sandbox',
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required: true,
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},
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],
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returns: {
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type: 'object',
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description: 'Execution result with stdout, stderr, and return value',
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},
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aiAgent: {
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useCase:
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'Use when you need to perform calculations, data processing, or execute Python code safely',
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limitations: 'Python 3.13 only. No network access. 30 second execution timeout.',
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examples: [
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'Perform complex mathematical calculations',
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'Process data with pandas/numpy',
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'Generate plots with matplotlib',
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],
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},
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docsUrl: 'https://vercel.com/docs/vercel-sandbox',
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apiKeyUrl: 'https://vercel.com/docs/vercel-sandbox#authentication',
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websiteUrl: 'https://vercel.com/docs/vercel-sandbox',
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},
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{
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npmPackageName: '@exalabs/ai-sdk',
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category: 'search',
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frameworks: ['vercel-ai'],
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exportName: 'webSearch',
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description:
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"Search the web for current information using Exa's AI-powered search API. Returns high-quality, relevant results optimized for LLM consumption.",
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tags: ['search', 'web', 'extraction'],
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env: [
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{
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name: 'EXA_API_KEY',
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description: 'API key for Exa search service',
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required: true,
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},
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],
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parameters: [
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{
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name: 'query',
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type: 'string',
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description: 'Search query',
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required: true,
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},
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{
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name: 'numResults',
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type: 'number',
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description: 'Number of results to return (1-10)',
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required: false,
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default: '5',
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},
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],
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returns: {
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type: 'array',
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description: 'Array of search results with title, URL, and content',
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},
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aiAgent: {
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useCase: 'Use when you need current information, news, research papers, or web content',
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limitations: 'Requires API key. Rate limits apply based on plan.',
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examples: [
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'Find latest AI developments',
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'Search for technical documentation',
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'Research current events',
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],
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},
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docsUrl: 'https://docs.exa.ai/reference/vercel',
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apiKeyUrl: 'https://dashboard.exa.ai/api-keys',
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websiteUrl: 'https://exa.ai',
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},
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{
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npmPackageName: '@parallel-web/ai-sdk-tools',
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category: 'search',
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frameworks: ['vercel-ai'],
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exportName: 'searchTool',
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description:
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'Search and extract context from the web with token-optimized results. Parallel compresses web results for optimal inference efficiency.',
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tags: ['search', 'web', 'extraction'],
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env: [
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{
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name: 'PARALLEL_API_KEY',
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description: 'API key for Parallel search service',
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required: true,
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},
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],
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aiAgent: {
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useCase: 'Use when you need web search with minimal token usage',
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examples: ['Search for current information', 'Extract structured data from websites'],
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},
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apiKeyUrl: 'https://platform.parallel.ai',
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websiteUrl: 'https://parallel.ai',
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},
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{
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npmPackageName: '@parallel-web/ai-sdk-tools',
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category: 'search',
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frameworks: ['vercel-ai'],
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exportName: 'extractTool',
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description: 'Extract structured content from web pages with token-optimized compression.',
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tags: ['extraction', 'web'],
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env: [
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{
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name: 'PARALLEL_API_KEY',
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description: 'API key for Parallel search service',
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required: true,
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},
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],
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parameters: [
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{
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name: 'url',
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type: 'string',
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description: 'URL of the page to extract content from',
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required: true,
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},
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],
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returns: {
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type: 'object',
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description: 'Extracted and compressed page content',
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},
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aiAgent: {
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useCase: 'Use to extract clean content from specific URLs',
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examples: ['Extract article content', 'Parse documentation pages'],
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},
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websiteUrl: 'https://parallel.ai',
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},
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{
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npmPackageName: 'ctx-zip',
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category: 'code-generation',
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frameworks: ['vercel-ai'],
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exportName: 'createVercelSandboxCodeMode',
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description:
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'Transform MCP tools and AI SDK tools into code, write to Vercel sandbox filesystem, and execute in isolated environment.',
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tags: ['code-execution', 'sandbox', 'mcp', 'code-mode'],
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env: [
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{
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name: 'VERCEL_OIDC_TOKEN',
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description: 'Vercel OIDC token for sandbox authentication',
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required: true,
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},
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],
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aiAgent: {
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useCase: 'Use when you need to combine MCP tools with code execution in a sandbox',
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limitations: 'Requires Vercel Sandbox access',
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examples: ['Execute code using MCP server tools', 'Combine multiple tool sources'],
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},
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docsUrl: 'https://github.com/karthikscale3/ctx-zip/blob/main/README.md',
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apiKeyUrl: 'https://vercel.com/docs/vercel-sandbox#authentication',
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websiteUrl: 'https://github.com/karthikscale3/ctx-zip',
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},
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{
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npmPackageName: '@perplexity-ai/ai-sdk',
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category: 'search',
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frameworks: ['vercel-ai'],
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exportName: 'perplexitySearch',
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description:
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'Search the web with real-time results and advanced filtering powered by Perplexity Search API. Supports ranked results with domain, language, date range, and recency filters.',
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tags: ['search', 'web'],
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env: [
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{
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name: 'PERPLEXITY_API_KEY',
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description: 'API key for Perplexity search service',
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required: true,
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},
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],
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parameters: [
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{
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name: 'query',
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type: 'string',
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description: 'Search query',
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required: true,
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},
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{
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name: 'filters',
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type: 'object',
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description: 'Optional filters for domain, language, date range, etc.',
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required: false,
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},
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],
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returns: {
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type: 'array',
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description: 'Ranked search results with metadata',
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},
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aiAgent: {
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useCase: 'Use for comprehensive web search with filtering capabilities',
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examples: [
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'Find latest AI developments',
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'Search with date range filters',
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'Domain-specific searches',
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],
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},
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docsUrl: 'https://docs.perplexity.ai/guides/search-quickstart',
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apiKeyUrl: 'https://www.perplexity.ai/account/api/keys',
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websiteUrl: 'https://www.perplexity.ai',
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},
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{
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npmPackageName: '@tavily/ai-sdk',
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category: 'search',
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frameworks: ['vercel-ai'],
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exportName: 'tavilySearch',
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description:
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'Real-time web search optimized for AI applications. Provides comprehensive web research including search, content extraction, website crawling, and site mapping.',
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tags: ['search', 'extract', 'crawl'],
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env: [
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{
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name: 'TAVILY_API_KEY',
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description: 'API key for Tavily search service',
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required: true,
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},
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],
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aiAgent: {
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useCase: 'Use for comprehensive web research and content extraction',
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examples: [
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'Research complex topics',
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'Extract structured information',
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'Crawl entire websites',
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],
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},
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docsUrl: 'https://docs.tavily.com/documentation/integrations/vercel',
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apiKeyUrl: 'https://app.tavily.com/home',
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websiteUrl: 'https://tavily.com',
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},
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{
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npmPackageName: 'firecrawl-aisdk',
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category: 'search',
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frameworks: ['vercel-ai'],
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exportName: 'scrapeTool',
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description:
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'Scrape any website into clean markdown format. Convert web pages to LLM-friendly markdown with automatic cleaning and formatting.',
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tags: ['scraping', 'web', 'extraction'],
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env: [
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{
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name: 'FIRECRAWL_API_KEY',
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description: 'API key for Firecrawl service',
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required: true,
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},
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],
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parameters: [
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{
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name: 'url',
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type: 'string',
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description: 'URL of the website to scrape',
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required: true,
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},
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],
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returns: {
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type: 'object',
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description: 'Scraped content in clean markdown format',
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},
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aiAgent: {
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useCase: 'Use when you need to convert web pages to clean, structured markdown',
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examples: [
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'Scrape documentation pages',
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'Extract article content',
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'Convert web pages to markdown',
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],
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},
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docsUrl: 'https://docs.firecrawl.dev/integrations/ai-sdk',
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apiKeyUrl: 'https://firecrawl.dev/app/api-keys',
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websiteUrl: 'https://firecrawl.dev',
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},
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{
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npmPackageName: 'firecrawl-aisdk',
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category: 'search',
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frameworks: ['vercel-ai'],
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exportName: 'searchTool',
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description:
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'Search the web and get results in clean markdown format optimized for AI consumption.',
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tags: ['search', 'web'],
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env: [
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{
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name: 'FIRECRAWL_API_KEY',
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description: 'API key for Firecrawl service',
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required: true,
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},
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],
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websiteUrl: 'https://firecrawl.dev',
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},
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{
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npmPackageName: 'firecrawl-aisdk',
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category: 'search',
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frameworks: ['vercel-ai'],
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exportName: 'crawlTool',
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description:
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'Crawl entire websites and extract structured data. Automatically discover and process multiple pages.',
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tags: ['crawling', 'web', 'extraction'],
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env: [
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{
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name: 'FIRECRAWL_API_KEY',
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description: 'API key for Firecrawl service',
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required: true,
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},
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],
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parameters: [
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{
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name: 'url',
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type: 'string',
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description: 'Starting URL to begin crawling',
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required: true,
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},
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{
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name: 'maxPages',
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type: 'number',
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description: 'Maximum number of pages to crawl',
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required: false,
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default: '10',
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},
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],
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aiAgent: {
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useCase: 'Use when you need to crawl and extract data from entire websites',
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examples: [
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'Crawl documentation sites',
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'Extract all articles from a blog',
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'Build knowledge base from website',
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],
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},
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websiteUrl: 'https://firecrawl.dev',
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},
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{
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npmPackageName: 'bedrock-agentcore',
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category: 'code-generation',
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frameworks: ['vercel-ai'],
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exportName: 'CodeInterpreterTools',
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description:
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'Isolated sandbox for executing Python, JavaScript, and TypeScript code to solve complex tasks. Fully managed by Amazon Bedrock.',
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tags: ['code-execution', 'sandbox'],
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env: [
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{
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name: 'AWS_ROLE_ARN',
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description: 'AWS IAM role ARN for Bedrock access',
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required: true,
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},
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],
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aiAgent: {
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useCase: 'Use for secure code execution in AWS-managed sandbox',
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limitations: 'Requires AWS credentials and Bedrock access',
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examples: [
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'Execute Python data analysis',
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'Run JavaScript computations',
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'TypeScript code execution',
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],
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},
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docsUrl: 'https://github.com/aws/bedrock-agentcore-sdk-typescript',
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apiKeyUrl: 'https://vercel.com/docs/oidc/aws',
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websiteUrl: 'https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/built-in-tools.html',
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},
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{
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npmPackageName: 'bedrock-agentcore',
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category: 'integration',
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frameworks: ['vercel-ai'],
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exportName: 'BrowserTools',
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description:
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'Fast and secure cloud-based browser runtime for web automation. Fill forms, navigate websites, and extract information in managed environment.',
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tags: ['browser-automation', 'web'],
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env: [
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{
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name: 'AWS_ROLE_ARN',
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description: 'AWS IAM role ARN for Bedrock access',
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required: true,
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},
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],
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aiAgent: {
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useCase: 'Use for browser automation and web interaction tasks',
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examples: ['Fill web forms', 'Navigate websites', 'Extract dynamic content'],
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},
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websiteUrl: 'https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/built-in-tools.html',
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},
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{
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npmPackageName: '@superagent-ai/ai-sdk',
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category: 'other',
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frameworks: ['vercel-ai'],
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exportName: 'guard',
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description:
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'Protect AI apps from prompt injection and security threats. Detect and block malicious inputs before they reach your LLM.',
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tags: ['security', 'guardrails', 'prompt-injection'],
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env: [
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{
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name: 'SUPERAGENT_API_KEY',
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description: 'API key for Superagent security service',
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required: true,
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},
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],
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parameters: [
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{
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name: 'input',
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type: 'string',
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description: 'User input to check for security threats',
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required: true,
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},
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],
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returns: {
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type: 'object',
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description: 'Security analysis with threat detection results',
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},
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aiAgent: {
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useCase: 'Use to validate user inputs for security threats before processing',
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examples: [
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'Detect prompt injection attempts',
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'Block malicious inputs',
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'Security validation',
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],
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},
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docsUrl: 'https://docs.superagent.sh',
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apiKeyUrl: 'https://dashboard.superagent.sh',
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websiteUrl: 'https://superagent.sh',
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},
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{
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npmPackageName: '@superagent-ai/ai-sdk',
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category: 'other',
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frameworks: ['vercel-ai'],
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exportName: 'redact',
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description:
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'Redact PII/PHI from text including SSNs, emails, phone numbers, and other sensitive information.',
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tags: ['security', 'pii', 'redaction'],
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env: [
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{
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name: 'SUPERAGENT_API_KEY',
|
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description: 'API key for Superagent security service',
|
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required: true,
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},
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],
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parameters: [
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{
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name: 'text',
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type: 'string',
|
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description: 'Text containing potentially sensitive information',
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required: true,
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},
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],
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returns: {
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type: 'object',
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description: 'Redacted text with PII/PHI removed or masked',
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},
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aiAgent: {
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useCase: 'Use to remove sensitive information from text before processing',
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examples: ['Redact SSNs from documents', 'Remove email addresses', 'Mask phone numbers'],
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},
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websiteUrl: 'https://superagent.sh',
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},
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{
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npmPackageName: '@superagent-ai/ai-sdk',
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category: 'other',
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frameworks: ['vercel-ai'],
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exportName: 'verify',
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description:
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'Verify AI-generated claims against source materials. Fact-check and validate LLM outputs for accuracy.',
|
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tags: ['verification', 'fact-checking'],
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env: [
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{
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name: 'SUPERAGENT_API_KEY',
|
|
description: 'API key for Superagent security service',
|
|
required: true,
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},
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],
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parameters: [
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{
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name: 'claim',
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type: 'string',
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description: 'Claim to verify',
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required: true,
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},
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{
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name: 'sources',
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type: 'array',
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description: 'Source materials to verify against',
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required: true,
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},
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],
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returns: {
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type: 'object',
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description: 'Verification result with confidence score',
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},
|
|
aiAgent: {
|
|
useCase: 'Use to fact-check LLM outputs against trusted sources',
|
|
examples: ['Verify factual claims', 'Check citations', 'Validate information accuracy'],
|
|
},
|
|
websiteUrl: 'https://superagent.sh',
|
|
},
|
|
{
|
|
npmPackageName: '@valyu/ai-sdk',
|
|
category: 'search',
|
|
frameworks: ['vercel-ai'],
|
|
exportName: 'webSearch',
|
|
description: 'Real-time web search for current information and news.',
|
|
tags: ['search', 'web'],
|
|
env: [
|
|
{
|
|
name: 'VALYU_API_KEY',
|
|
description: 'API key for Valyu search service',
|
|
required: true,
|
|
},
|
|
],
|
|
aiAgent: {
|
|
useCase: 'Use for general web search and current information',
|
|
examples: ['Find latest news', 'Search for current events'],
|
|
},
|
|
docsUrl: 'https://docs.valyu.ai/integrations/vercel-ai-sdk',
|
|
apiKeyUrl: 'https://platform.valyu.ai',
|
|
websiteUrl: 'https://valyu.ai',
|
|
},
|
|
{
|
|
npmPackageName: '@valyu/ai-sdk',
|
|
category: 'search',
|
|
frameworks: ['vercel-ai'],
|
|
exportName: 'financeSearch',
|
|
description:
|
|
'Search financial data including stock prices, earnings, income statements, cash flows, and market data.',
|
|
tags: ['search', 'finance', 'domain-search'],
|
|
env: [
|
|
{
|
|
name: 'VALYU_API_KEY',
|
|
description: 'API key for Valyu search service',
|
|
required: true,
|
|
},
|
|
],
|
|
aiAgent: {
|
|
useCase: 'Use for financial data and market research',
|
|
examples: ['Get stock prices', 'Find earnings reports', 'Search financial statements'],
|
|
},
|
|
websiteUrl: 'https://valyu.ai',
|
|
},
|
|
{
|
|
npmPackageName: '@valyu/ai-sdk',
|
|
category: 'search',
|
|
frameworks: ['vercel-ai'],
|
|
exportName: 'paperSearch',
|
|
description: 'Full-text search across PubMed, arXiv, bioRxiv, and medRxiv research papers.',
|
|
tags: ['search', 'research', 'domain-search'],
|
|
env: [
|
|
{
|
|
name: 'VALYU_API_KEY',
|
|
description: 'API key for Valyu search service',
|
|
required: true,
|
|
},
|
|
],
|
|
aiAgent: {
|
|
useCase: 'Use to search academic and research papers',
|
|
examples: ['Find medical research', 'Search arXiv papers', 'Look up scientific publications'],
|
|
},
|
|
websiteUrl: 'https://valyu.ai',
|
|
},
|
|
{
|
|
npmPackageName: '@valyu/ai-sdk',
|
|
category: 'search',
|
|
frameworks: ['vercel-ai'],
|
|
exportName: 'bioSearch',
|
|
description:
|
|
'Search biomedical information including clinical trials, FDA drug labels, PubMed, medRxiv, and bioRxiv.',
|
|
tags: ['search', 'biomedical', 'domain-search'],
|
|
env: [
|
|
{
|
|
name: 'VALYU_API_KEY',
|
|
description: 'API key for Valyu search service',
|
|
required: true,
|
|
},
|
|
],
|
|
aiAgent: {
|
|
useCase: 'Use for biomedical and clinical research',
|
|
examples: ['Search clinical trials', 'Find FDA drug information', 'Research medical studies'],
|
|
},
|
|
websiteUrl: 'https://valyu.ai',
|
|
},
|
|
{
|
|
npmPackageName: '@valyu/ai-sdk',
|
|
category: 'search',
|
|
frameworks: ['vercel-ai'],
|
|
exportName: 'patentSearch',
|
|
description: 'Search USPTO patent database for patents and patent applications.',
|
|
tags: ['search', 'patents', 'domain-search'],
|
|
env: [
|
|
{
|
|
name: 'VALYU_API_KEY',
|
|
description: 'API key for Valyu search service',
|
|
required: true,
|
|
},
|
|
],
|
|
aiAgent: {
|
|
useCase: 'Use to search and research patents',
|
|
examples: ['Find existing patents', 'Research patent applications', 'Prior art search'],
|
|
},
|
|
websiteUrl: 'https://valyu.ai',
|
|
},
|
|
{
|
|
npmPackageName: '@valyu/ai-sdk',
|
|
category: 'search',
|
|
frameworks: ['vercel-ai'],
|
|
exportName: 'secSearch',
|
|
description: 'Search SEC filings including 10-K, 10-Q, and 8-K reports.',
|
|
tags: ['search', 'sec', 'domain-search'],
|
|
env: [
|
|
{
|
|
name: 'VALYU_API_KEY',
|
|
description: 'API key for Valyu search service',
|
|
required: true,
|
|
},
|
|
],
|
|
aiAgent: {
|
|
useCase: 'Use to search SEC filings and corporate reports',
|
|
examples: [
|
|
'Find 10-K annual reports',
|
|
'Search quarterly filings',
|
|
'Research corporate disclosures',
|
|
],
|
|
},
|
|
websiteUrl: 'https://valyu.ai',
|
|
},
|
|
{
|
|
npmPackageName: '@valyu/ai-sdk',
|
|
category: 'search',
|
|
frameworks: ['vercel-ai'],
|
|
exportName: 'economicsSearch',
|
|
description: 'Search economic data from BLS, FRED, and World Bank databases.',
|
|
tags: ['search', 'economics', 'domain-search'],
|
|
env: [
|
|
{
|
|
name: 'VALYU_API_KEY',
|
|
description: 'API key for Valyu search service',
|
|
required: true,
|
|
},
|
|
],
|
|
aiAgent: {
|
|
useCase: 'Use to search economic indicators and statistics',
|
|
examples: ['Find employment data', 'Search GDP statistics', 'Research economic indicators'],
|
|
},
|
|
websiteUrl: 'https://valyu.ai',
|
|
},
|
|
{
|
|
npmPackageName: '@valyu/ai-sdk',
|
|
category: 'search',
|
|
frameworks: ['vercel-ai'],
|
|
exportName: 'companyResearch',
|
|
description:
|
|
'Generate comprehensive company research reports with financial data, news, and analysis.',
|
|
tags: ['search', 'research', 'company-analysis'],
|
|
env: [
|
|
{
|
|
name: 'VALYU_API_KEY',
|
|
description: 'API key for Valyu search service',
|
|
required: true,
|
|
},
|
|
],
|
|
parameters: [
|
|
{
|
|
name: 'company',
|
|
type: 'string',
|
|
description: 'Company name or ticker symbol',
|
|
required: true,
|
|
},
|
|
],
|
|
returns: {
|
|
type: 'object',
|
|
description: 'Comprehensive research report with financial and market data',
|
|
},
|
|
aiAgent: {
|
|
useCase: 'Use to generate detailed company research and analysis',
|
|
examples: ['Company financial analysis', 'Competitive research', 'Market position analysis'],
|
|
},
|
|
websiteUrl: 'https://valyu.ai',
|
|
},
|
|
{
|
|
npmPackageName: '@tpmjs/search-registry',
|
|
category: 'integration',
|
|
frameworks: ['vercel-ai'],
|
|
exportName: 'searchTpmjsToolsTool',
|
|
description:
|
|
'Search the TPMJS tool registry to find AI SDK tools by keyword, category, or description. Returns tool metadata for dynamic loading.',
|
|
parameters: [
|
|
{
|
|
name: 'query',
|
|
type: 'string',
|
|
description: 'Search query (keywords, tool names, descriptions)',
|
|
required: true,
|
|
},
|
|
{
|
|
name: 'category',
|
|
type: 'string',
|
|
description: 'Filter by category (optional)',
|
|
required: false,
|
|
},
|
|
{
|
|
name: 'limit',
|
|
type: 'number',
|
|
description: 'Maximum results (1-20, default 10)',
|
|
required: false,
|
|
},
|
|
],
|
|
returns: {
|
|
type: 'object',
|
|
description:
|
|
'Search results with tool metadata including packageName, exportName, version, importUrl',
|
|
},
|
|
aiAgent: {
|
|
useCase:
|
|
"Use when you need a tool that isn't currently available. Search for tools by keyword or domain.",
|
|
examples: [
|
|
'Search for "weather" when asked about weather',
|
|
'Search for "wikipedia" when asked to search Wikipedia',
|
|
'Search for "database" when working with SQL',
|
|
],
|
|
},
|
|
tags: ['search', 'tool-discovery', 'registry'],
|
|
websiteUrl: 'https://tpmjs.com',
|
|
docsUrl: 'https://tpmjs.com/spec',
|
|
},
|
|
];
|