# MCP (Model Context Protocol) Examples

This directory contains examples demonstrating MCP integration and usage patterns in Swarms.

## Agent Examples
- [agent_mcp_old.py](agent_examples/agent_mcp_old.py) - Legacy MCP agent implementation
- [agent_multi_mcp_connections.py](agent_examples/agent_multi_mcp_connections.py) - Multi-connection MCP agent
- [agent_tools_dict_example.py](agent_examples/agent_tools_dict_example.py) - Agent tools dictionary example
- [mcp_exampler.py](agent_examples/mcp_exampler.py) - MCP example implementation

## MCP Agent Tool
- [mcp_agent_tool.py](mcp_agent_tool.py) - Core MCP agent tool implementation

## MCP Utils
- [client.py](mcp_utils/client.py) - MCP client implementation
- [mcp_client_call.py](mcp_utils/mcp_client_call.py) - Client call examples
- [mcp_multiple_servers_example.py](mcp_utils/mcp_multiple_servers_example.py) - Multiple server connections
- [multiagent_client.py](mcp_utils/multiagent_client.py) - Multi-agent client
- [singleagent_client.py](mcp_utils/singleagent_client.py) - Single agent client
- [test_multiple_mcp_servers.py](mcp_utils/test_multiple_mcp_servers.py) - Multi-server testing

### Utils Subdirectory
- [find_tools_on_mcp.py](mcp_utils/utils/find_tools_on_mcp.py) - Tool discovery on MCP
- [mcp_execute_example.py](mcp_utils/utils/mcp_execute_example.py) - MCP execution examples
- [mcp_load_tools_example.py](mcp_utils/utils/mcp_load_tools_example.py) - Tool loading examples
- [mcp_multiserver_tool_fetch.py](mcp_utils/utils/mcp_multiserver_tool_fetch.py) - Multi-server tool fetching

## Multi-MCP Examples
- [multi_mcp_example.py](multi_mcp_example.py) - Multi-MCP integration example

## Multi-MCP Guide
- [agent_mcp.py](multi_mcp_guide/agent_mcp.py) - MCP agent implementation
- [mcp_agent_tool.py](multi_mcp_guide/mcp_agent_tool.py) - MCP agent tool
- [okx_crypto_server.py](multi_mcp_guide/okx_crypto_server.py) - OKX crypto server integration

## Servers
- [mcp_agent_tool.py](servers/mcp_agent_tool.py) - Server-side MCP agent tool
- [mcp_test.py](servers/mcp_test.py) - MCP server testing
- [okx_crypto_server.py](servers/okx_crypto_server.py) - OKX crypto server
- [test.py](servers/test.py) - Server testing utilities

## Utilities
- [utils.py](utils.py) - General MCP utilities