Examples¶
Comprehensive examples demonstrating haive-mcp capabilities with 1900+ MCP servers.
Example Scripts¶
Our examples directory contains working scripts that demonstrate various MCP integration patterns:
Basic Examples¶
basic_mcp_agent.py - Simple agent with MCP tools
basic_download.py - Basic file download operations
simple_discovery_demo.py - Discovering MCP servers
simple_test_discovery.py - Testing discovery functionality
Advanced Integration¶
aug_llm_mcp_integration.py - Integration with AugLLM engine
complete_mcp_integration.py - Full MCP integration example
dynamic_mcp_agent_system.py - Dynamic agent creation
typed_mcp_aug_llm_example.py - Type-safe MCP integration
Automation & Discovery¶
automated_discovery_agent.py - Automatic server discovery from 1900+ servers
comprehensive_mcp_discovery.py - Comprehensive discovery patterns
dynamic_activation_mcp_example.py - Dynamic tool activation
procedural_mcp_addition.py - Adding MCP servers procedurally
Production Examples¶
production_mcp_harvester.py - Production-ready MCP harvesting
background_mcp_processor.py - Background processing with MCP
mcp_integration_pipeline.py - Complete integration pipeline
documentation_processing_pipeline.py - Processing documentation with MCP
Specialized Use Cases¶
ai_enhanced_coding.py - AI-powered coding assistance
dataflow_mcp_example.py - Dataflow integration
batch_operations.py - Batch processing with MCP
custom_installer.py - Custom server installation
Quick Example¶
Here’s a simple example to get started:
from haive.mcp.agents.enhanced_mcp_agent import EnhancedMCPAgent
from haive.core.engine.aug_llm import AugLLMConfig
import asyncio
async def main():
# Create agent with automatic MCP discovery
agent = EnhancedMCPAgent(
name="example_agent",
engine=AugLLMConfig(temperature=0.7),
mcp_categories=["core", "ai_enhanced"],
auto_install=True
)
# Initialize (auto-installs servers)
await agent.initialize_mcp()
# Use the agent
result = await agent.arun("Analyze Python files and create a summary")
print(result)
asyncio.run(main())
Running Examples¶
To run any example:
# Navigate to examples directory
cd docs/source/examples
# Run an example
poetry run python basic_mcp_agent.py
# Or run with the shell script
./run_mcp_agent.sh
Configuration¶
Some examples use the mcp_servers_config.json file for configuration. This file defines server categories and installation preferences.