> ## Documentation Index
> Fetch the complete documentation index at: https://docs.swarms.world/llms.txt
> Use this file to discover all available pages before exploring further.

# Tools & Integrations Overview

> Overview of tools and third-party integrations available to Swarms agents.

Extend your agents with powerful integrations. Connect to web search, browser automation, financial data, and Model Context Protocol (MCP) servers.

## What You'll Learn

| Topic                  | Description                                 |
| ---------------------- | ------------------------------------------- |
| **Web Search**         | Integrate real-time web search capabilities |
| **Browser Automation** | Control web browsers programmatically       |
| **Financial Data**     | Access stock and market information         |
| **Web Scraping**       | Extract data from websites                  |
| **MCP Integration**    | Connect to Model Context Protocol servers   |

***

## Integration Examples

### Web Search

| Integration    | Description                      | Link                                              |
| -------------- | -------------------------------- | ------------------------------------------------- |
| **Exa Search** | AI-powered web search for agents | [View Example](/examples/integrations/exa-search) |

### Browser Automation

| Integration     | Description                           | Link                                               |
| --------------- | ------------------------------------- | -------------------------------------------------- |
| **Browser Use** | Automated browser control with agents | [View Example](/examples/integrations/browser-use) |

### Financial Data

| Integration       | Description                         | Link                                |
| ----------------- | ----------------------------------- | ----------------------------------- |
| **Yahoo Finance** | Stock data, quotes, and market info | [View Example](/integrations/tools) |

### Web Scraping

| Integration            | Description                       | Link                                                      |
| ---------------------- | --------------------------------- | --------------------------------------------------------- |
| **Firecrawl**          | AI-powered web scraping           | [View Example](/examples/integrations/firecrawl)          |
| **Web Scraper Agents** | Multi-agent web scraping pipeline | [View Example](/examples/integrations/web-scraper-agents) |

### MCP (Model Context Protocol)

| Integration               | Description                                       | Link                                                |
| ------------------------- | ------------------------------------------------- | --------------------------------------------------- |
| **Multi-MCP Agent**       | Connect agents to multiple MCP servers            | [View Example](/integrations/mcp)                   |
| **MCP Server and Client** | Build and call an MCP server over streamable HTTP | [View Example](/examples/integrations/mcp-datastax) |

### Payments (x402)

| Integration        | Description                                      | Link                                                  |
| ------------------ | ------------------------------------------------ | ----------------------------------------------------- |
| **x402 Discovery** | Discover payable services over the x402 protocol | [View Example](/examples/integrations/x402-discovery) |
| **x402 Payment**   | Gate an agent endpoint behind an x402 payment    | [View Example](/examples/integrations/x402-payment)   |

***

## Related Resources

* [Tools Documentation](/integrations/tools) - Building custom tools
* [MCP Integration Guide](/integrations/mcp) - Detailed MCP setup
* [swarms-tools Package](/integrations/tools) - Pre-built tool collection