swarms/examples/tools

Tools Examples

This directory contains examples demonstrating various tool integrations and usage patterns in Swarms.

Agent as Tools

• agent_as_tools.py - Using agents as tools in workflows

Base Tool Examples

• base_tool_examples.py - Core base tool functionality
• conver_funcs_to_schema.py - Function to schema conversion
• convert_basemodels.py - BaseModel conversion utilities
• exa_search_test.py - Exa search testing
• example_usage.py - Basic usage examples
• schema_validation_example.py - Schema validation
• test_anthropic_specific.py - Anthropic-specific testing
• test_base_tool_comprehensive_fixed.py - Comprehensive testing (fixed)
• test_base_tool_comprehensive.py - Comprehensive testing
• test_function_calls_anthropic.py - Anthropic function calls
• test_function_calls.py - Function call testing

Browser Integration

• browser_use_as_tool.py - Browser automation as a tool
• browser_use_demo.py - Browser automation demonstration

Claude Integration

• claude_as_a_tool.py - Using Claude as a tool

Exa Search

• exa_search_agent.py - Exa search agent implementation

Firecrawl Integration

• firecrawl_agents_example.py - Firecrawl web scraping agents

Multi-Tool Usage

• many_tool_use_demo.py - Multiple tool usage demonstration
• multi_tool_anthropic.py - Multi-tool with Anthropic

Stagehand Integration

• 1_stagehand_wrapper_agent.py - Stagehand wrapper agent
• 2_stagehand_tools_agent.py - Stagehand tools agent
• 3_stagehand_mcp_agent.py - Stagehand MCP agent
• 4_stagehand_multi_agent_workflow.py - Multi-agent workflow
• README.md - Stagehand documentation
• requirements.txt - Stagehand dependencies
• tests/ - Stagehand testing suite