Tools & Toolkits Examples

import { Agent, openai, defineTool } from "@radaros/core";
import { z } from "zod";

const lookupUser = defineTool({
  name: "lookupUser",
  description: "Look up a user by email and return their profile",
  parameters: z.object({
    email: z.string().email().describe("The user's email address"),
  }),
  execute: async ({ email }) => {
    const db: Record<string, { name: string; plan: string }> = {
      "alice@example.com": { name: "Alice", plan: "Pro" },
      "bob@example.com": { name: "Bob", plan: "Free" },
    };
    const user = db[email];
    if (!user) throw new Error(`No user found for ${email}`);
    return JSON.stringify(user);
  },
});

const agent = new Agent({
  name: "user-lookup",
  model: openai("gpt-4o"),
  instructions: "Look up users when asked.",
  tools: [lookupUser],
});

const result = await agent.run("What plan is alice@example.com on?");
console.log(result.text);

import { Agent, openai, defineTool } from "@radaros/core";
import { z } from "zod";

const getStockPrice = defineTool({
  name: "getStockPrice",
  description: "Get the latest stock price for a ticker symbol",
  parameters: z.object({
    symbol: z.string().toUpperCase().describe("Stock ticker symbol (e.g. AAPL)"),
  }),
  execute: async ({ symbol }) => {
    const res = await fetch(
      `https://query1.finance.yahoo.com/v8/finance/chart/${symbol}?range=1d&interval=1d`
    );
    if (!res.ok) throw new Error(`API error: ${res.status}`);
    const data = await res.json();
    const price = data.chart.result[0].meta.regularMarketPrice;
    return `${symbol}: $${price.toFixed(2)}`;
  },
});

const agent = new Agent({
  name: "stock-agent",
  model: openai("gpt-4o"),
  instructions: "Fetch live stock prices when asked.",
  tools: [getStockPrice],
});

const result = await agent.run("What is Apple's stock price right now?");
console.log(result.text);

import { Agent, openai, defineTool } from "@radaros/core";
import { z } from "zod";
import { readFile, writeFile } from "node:fs/promises";

const readJson = defineTool({
  name: "readJson",
  description: "Read a JSON file and return its contents",
  parameters: z.object({
    path: z.string().describe("Relative file path"),
  }),
  execute: async ({ path }) => {
    const content = await readFile(path, "utf-8");
    return content;
  },
});

const writeJson = defineTool({
  name: "writeJson",
  description: "Write JSON data to a file",
  parameters: z.object({
    path: z.string().describe("Relative file path"),
    data: z.string().describe("JSON string to write"),
  }),
  execute: async ({ path, data }) => {
    JSON.parse(data); // validate
    await writeFile(path, data, "utf-8");
    return `Wrote ${data.length} bytes to ${path}`;
  },
});

const agent = new Agent({
  name: "file-agent",
  model: openai("gpt-4o"),
  instructions: "Help users read and write JSON files.",
  tools: [readJson, writeJson],
});

const result = await agent.run("Read config.json and tell me the version field.");
console.log(result.text);

import { Agent, openai, CalculatorToolkit } from "@radaros/core";

const calc = new CalculatorToolkit();

const agent = new Agent({
  name: "math-helper",
  model: openai("gpt-4o"),
  instructions: "Solve math problems step by step. Use the calculator for computations.",
  tools: [...calc.getTools()],
});

const result = await agent.run(
  "What is (sqrt(144) + pow(2, 10)) * 3.14?"
);
console.log(result.text);

import { Agent, openai, DuckDuckGoToolkit } from "@radaros/core";

const ddg = new DuckDuckGoToolkit({ maxResults: 5 });

const agent = new Agent({
  name: "web-researcher",
  model: openai("gpt-4o"),
  instructions: "Search the web and provide sourced answers.",
  tools: [...ddg.getTools()],
});

const result = await agent.run("What are the latest TypeScript 6.0 features?");
console.log(result.text);

import { Agent, openai, WebSearchToolkit } from "@radaros/core";

const search = new WebSearchToolkit({
  provider: "tavily",
  // Uses TAVILY_API_KEY env var
});

const agent = new Agent({
  name: "deep-researcher",
  model: openai("gpt-4o"),
  instructions: "Use web search for up-to-date information. Cite sources.",
  tools: [...search.getTools()],
});

const result = await agent.run("Latest developments in AI agents, March 2026");
console.log(result.text);

import { Agent, openai, WikipediaToolkit } from "@radaros/core";

const wiki = new WikipediaToolkit({ language: "en", maxResults: 3 });

const agent = new Agent({
  name: "encyclopedia",
  model: openai("gpt-4o"),
  instructions: "Look up facts on Wikipedia. Provide accurate, cited answers.",
  tools: [...wiki.getTools()],
});

const result = await agent.run(
  "What is Retrieval Augmented Generation? Explain the concept and its history."
);
console.log(result.text);

import { Agent, openai, HttpToolkit } from "@radaros/core";

const http = new HttpToolkit({
  baseUrl: "https://jsonplaceholder.typicode.com",
  timeout: 10_000,
  maxResponseSize: 5_000,
});

const agent = new Agent({
  name: "api-explorer",
  model: openai("gpt-4o"),
  instructions: "Call the REST API to fetch and create data.",
  tools: [...http.getTools()],
});

const result = await agent.run(
  "Get the first 3 posts, then create a new post with title 'Hello from RadarOS'."
);
console.log(result.text);

import { Agent, openai, SqlToolkit } from "@radaros/core";

const sql = new SqlToolkit({
  dialect: "postgres",
  connectionString: process.env.DATABASE_URL!,
  readOnly: true,
  maxRows: 50,
});

const agent = new Agent({
  name: "data-analyst",
  model: openai("gpt-4o"),
  instructions:
    "Query the database to answer questions. Always inspect table schemas first.",
  tools: [...sql.getTools()],
});

const result = await agent.run(
  "What are the top 5 customers by total order value this month?"
);
console.log(result.text);

const sqliteTk = new SqlToolkit({
  dialect: "sqlite",
  connectionString: "./analytics.db",
});

import { Agent, openai, GitHubToolkit } from "@radaros/core";

const gh = new GitHubToolkit({
  token: process.env.GITHUB_TOKEN,
});

const agent = new Agent({
  name: "github-assistant",
  model: openai("gpt-4o"),
  instructions: "Help manage GitHub repositories and issues.",
  tools: [...gh.getTools()],
});

// List issues
const issues = await agent.run("List open bugs in xhipment/radar-os");
console.log(issues.text);

// Create an issue
const created = await agent.run(
  "Create an issue titled 'Add retry logic to MCP client' with label 'enhancement' in xhipment/radar-os"
);
console.log(created.text);

// Read a file
const readme = await agent.run("Show me the README from xhipment/radar-os");
console.log(readme.text);

import { Agent, openai, SlackToolkit } from "@radaros/core";

const slack = new SlackToolkit({
  token: process.env.SLACK_BOT_TOKEN,
});

const agent = new Agent({
  name: "slack-bot",
  model: openai("gpt-4o"),
  instructions: "Help manage Slack communications. Always confirm before sending.",
  tools: [...slack.getTools()],
});

// Send a message
const sent = await agent.run("Send 'Deploy v2.4.0 complete!' to #deployments");
console.log(sent.text);

// Read messages
const summary = await agent.run("Summarize today's discussion in #engineering");
console.log(summary.text);

// List channels
const channels = await agent.run("What Slack channels do we have?");
console.log(channels.text);

import { Agent, openai, ShellToolkit } from "@radaros/core";

const shell = new ShellToolkit({
  timeout: 10_000,
  maxOutput: 5_000,
  allowedCommands: ["ls", "cat", "grep", "find", "wc", "du", "df"],
});

const agent = new Agent({
  name: "devops-assistant",
  model: openai("gpt-4o"),
  instructions: "Help users inspect files and system info. Only use allowed commands.",
  tools: [...shell.getTools()],
});

const result = await agent.run(
  "How many TypeScript files are in the src directory, and what's the total disk usage?"
);
console.log(result.text);

import { Agent, openai, PdfToolkit } from "@radaros/core";

const pdf = new PdfToolkit({ maxLength: 30_000 });

const agent = new Agent({
  name: "document-reader",
  model: openai("gpt-4o"),
  instructions: "Extract and summarize content from PDF documents.",
  tools: [...pdf.getTools()],
});

// Extract from a local file
const local = await agent.run("Summarize the key findings in ./report.pdf");
console.log(local.text);

// Extract from a URL
const remote = await agent.run(
  "Extract text from https://example.com/whitepaper.pdf and list the main conclusions."
);
console.log(remote.text);

// Get metadata
const meta = await agent.run("How many pages is ./contract.pdf?");
console.log(meta.text);

import { Agent, openai, CodeInterpreterToolkit } from "@radaros/core";

const code = new CodeInterpreterToolkit({
  languages: ["javascript", "python"],
  timeout: 30_000,
  maxOutput: 10_000,
});

const agent = new Agent({
  name: "code-analyst",
  model: openai("gpt-4o"),
  instructions:
    "Write and execute code to solve problems. Use Python for data tasks and JavaScript for general computation.",
  tools: [...code.getTools()],
});

const result = await agent.run(
  "Generate the first 30 prime numbers and calculate their sum."
);
console.log(result.text);

import { Agent, openai, GoogleSheetsToolkit } from "@radaros/core";

const sheets = new GoogleSheetsToolkit({
  credentialsPath: "./credentials.json",
  tokenPath: "./token.json",
  spreadsheetId: "1BxiMVs0XRA5nFMdKvBdBZjgmUUqptlbs74OgVE2upms",
});

const agent = new Agent({
  name: "spreadsheet-agent",
  model: openai("gpt-4o"),
  instructions: "Read and update Google Sheets data. Always confirm before writing.",
  tools: [...sheets.getTools()],
});

// Read data
const data = await agent.run("Read the sales data from Sheet1!A1:E20");
console.log(data.text);

// Append a row
const appended = await agent.run(
  "Append a new row to Sheet1 with values: 'Acme Corp', 'Enterprise', 150, '$74,500', '2026-03-01'"
);
console.log(appended.text);

// List sheets
const tabs = await agent.run("What sheets are in this spreadsheet?");
console.log(tabs.text);

import { Agent, openai, FileSystemToolkit } from "@radaros/core";

const fsTk = new FileSystemToolkit({
  basePath: "./workspace",
  allowWrite: true,
});

const agent = new Agent({
  name: "file-manager",
  model: openai("gpt-4o"),
  instructions: "Help manage files in the workspace directory.",
  tools: [...fsTk.getTools()],
});

// List files
const files = await agent.run("List all files recursively in the workspace");
console.log(files.text);

// Read a file
const content = await agent.run("Read the contents of notes.md");
console.log(content.text);

// Write a file
const written = await agent.run(
  "Create a file called summary.txt with the text 'Project completed successfully.'"
);
console.log(written.text);

import { Agent, openai, MCPToolProvider } from "@radaros/core";

const github = new MCPToolProvider({
  name: "github",
  transport: "stdio",
  command: "npx",
  args: ["-y", "@modelcontextprotocol/server-github"],
  env: { GITHUB_TOKEN: process.env.GITHUB_TOKEN! },
});

await github.connect();

const agent = new Agent({
  name: "mcp-dev-assistant",
  model: openai("gpt-4o"),
  instructions: "You have access to GitHub via MCP.",
  tools: [...await github.getTools()],
});

const result = await agent.run("List open issues in my repository");
console.log(result.text);

await github.close();

import { Agent, openai, MCPToolProvider } from "@radaros/core";

const dbTools = new MCPToolProvider({
  name: "database",
  transport: "http",
  url: "http://localhost:8080/mcp",
  headers: { Authorization: "Bearer my-token" },
});

await dbTools.connect();

const agent = new Agent({
  name: "db-assistant",
  model: openai("gpt-4o"),
  tools: [...await dbTools.getTools()],
});

const result = await agent.run("Show me the top customers by revenue");
console.log(result.text);

await dbTools.close();

import { Agent, openai, MCPToolProvider } from "@radaros/core";

const github = new MCPToolProvider({
  name: "github",
  transport: "stdio",
  command: "npx",
  args: ["-y", "@modelcontextprotocol/server-github"],
});

const filesystem = new MCPToolProvider({
  name: "fs",
  transport: "stdio",
  command: "npx",
  args: ["-y", "@modelcontextprotocol/server-filesystem", "./project"],
});

await Promise.all([github.connect(), filesystem.connect()]);

const agent = new Agent({
  name: "full-stack-assistant",
  model: openai("gpt-4o"),
  tools: [
    ...await github.getTools(),
    ...await filesystem.getTools(),
  ],
});

const result = await agent.run("Read the README from my local project and compare it to the one on GitHub");
console.log(result.text);

await Promise.all([github.close(), filesystem.close()]);

import { Agent, openai, defineTool } from "@radaros/core";
import { z } from "zod";

const searchTool = defineTool({
  name: "search",
  description: "Search the knowledge base",
  parameters: z.object({ query: z.string() }),
  execute: async ({ query }) => `Results for: ${query}`,
});

const adminTool = defineTool({
  name: "adminPanel",
  description: "Access admin functions",
  parameters: z.object({ action: z.string() }),
  execute: async ({ action }) => `Executed admin action: ${action}`,
});

const agent = new Agent({
  name: "adaptive-bot",
  model: openai("gpt-4o"),
  tools: [searchTool],
});

// Add a tool at runtime
agent.addTool(adminTool);
console.log(agent.listTools()); // ["search", "adminPanel"]

// Remove a tool at runtime
agent.removeTool("adminPanel");
console.log(agent.listTools()); // ["search"]

import { Agent, openai, defineTool } from "@radaros/core";
import { z } from "zod";

const searchTool = defineTool({
  name: "search",
  description: "Search the knowledge base",
  parameters: z.object({ query: z.string() }),
  execute: async ({ query }) => `Results for: ${query}`,
});

const deleteTool = defineTool({
  name: "deleteRecord",
  description: "Delete a database record",
  parameters: z.object({ id: z.string() }),
  execute: async ({ id }) => `Deleted record ${id}`,
});

const agent = new Agent({
  name: "role-aware-bot",
  model: openai("gpt-4o"),
  tools: [searchTool],
  toolResolver: async (ctx) => {
    if (ctx.metadata.userRole === "admin") {
      return [deleteTool];
    }
    return [];
  },
});

// Regular user — only search tool
await agent.run("Find recent orders", { metadata: { userRole: "viewer" } });

// Admin — search + delete tools
await agent.run("Delete order ord_123", { metadata: { userRole: "admin" } });

import { Agent, openai, MCPToolProvider } from "@radaros/core";

const agent = new Agent({
  name: "assistant",
  model: openai("gpt-4o"),
  tools: [],
});

// Later, after MCP server connects...
const mcp = new MCPToolProvider({
  name: "crm",
  transport: "http",
  url: "http://localhost:8080/mcp",
});
await mcp.connect();

agent.setTools(await mcp.getTools());
// Agent now uses the CRM tools on next run

import {
  Agent,
  openai,
  DuckDuckGoToolkit,
  CalculatorToolkit,
  WikipediaToolkit,
  ShellToolkit,
  FileSystemToolkit,
  defineTool,
} from "@radaros/core";
import { z } from "zod";

const ddg = new DuckDuckGoToolkit({ maxResults: 5 });
const calc = new CalculatorToolkit();
const wiki = new WikipediaToolkit();
const shell = new ShellToolkit({
  timeout: 10_000,
  allowedCommands: ["ls", "cat", "wc"],
});
const fs = new FileSystemToolkit({ basePath: "./data", allowWrite: true });

const currentTime = defineTool({
  name: "currentTime",
  description: "Get the current date and time",
  parameters: z.object({}),
  execute: async () => new Date().toISOString(),
});

const agent = new Agent({
  name: "swiss-army-agent",
  model: openai("gpt-4o"),
  instructions: `You are a versatile assistant with access to:
- Web search (DuckDuckGo)
- Calculator for math
- Wikipedia for factual lookups
- Shell commands for system info
- File system for reading/writing data files
- Current time

Choose the right tool for each task.`,
  tools: [
    ...ddg.getTools(),
    ...calc.getTools(),
    ...wiki.getTools(),
    ...shell.getTools(),
    ...fs.getTools(),
    currentTime,
  ],
});

const result = await agent.run(
  "Search the web for the current population of Tokyo, calculate what 15% of that is, " +
  "look up Tokyo on Wikipedia for the founding year, and save all findings to tokyo-report.txt"
);
console.log(result.text);

import {
  collectToolkitTools,
  describeToolLibrary,
  CalculatorToolkit,
  DuckDuckGoToolkit,
  GitHubToolkit,
  SlackToolkit,
} from "@radaros/core";

const toolLibrary = collectToolkitTools([
  new CalculatorToolkit(),
  new DuckDuckGoToolkit(),
  new GitHubToolkit({ token: process.env.GITHUB_TOKEN }),
  new SlackToolkit({ token: process.env.SLACK_BOT_TOKEN }),
]);

// Get a serializable summary for API responses
const descriptions = describeToolLibrary(toolLibrary);
console.log(descriptions);
// [
//   { name: "calculate", description: "...", parameters: ["expression"] },
//   { name: "duckduckgo_search", description: "...", parameters: ["query"] },
//   ...
// ]

// Use the tool library with an agent
const agent = new Agent({
  name: "multi-tool-agent",
  model: openai("gpt-4o"),
  tools: Object.values(toolLibrary),
});