Ryan Malloy
997cf8dec4
Features: - FastMCP-based MCP server for Claude Code agent recommendations - Hierarchical agent architecture with 39 specialized agents - 10 MCP tools with enhanced LLM-friendly descriptions - Composed agent support with parent-child relationships - Project root configuration for focused recommendations - Smart agent recommendation engine with confidence scoring Server includes: - Core recommendation tools (recommend_agents, get_agent_content) - Project management tools (set/get/clear project roots) - Discovery tools (list_agents, server_stats) - Hierarchy navigation (get_sub_agents, get_parent_agent, get_agent_hierarchy) All tools properly annotated for calling LLM clarity with detailed arguments, return values, and usage examples.
57 lines
1.8 KiB
Python
57 lines
1.8 KiB
Python
#!/usr/bin/env python3
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"""
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Debug agent names to understand the recommendation issue
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"""
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import asyncio
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import os
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from pathlib import Path
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import sys
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# Add the source directory to the path
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sys.path.insert(0, str(Path(__file__).parent / "src"))
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from agent_mcp_server.server import AgentLibrary
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async def debug_agent_names():
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"""Debug agent names"""
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print("🔍 Debugging Agent Names")
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print("=" * 40)
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# Initialize agent library with local templates
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templates_path = Path(__file__).parent / "agent_templates"
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library = AgentLibrary(templates_path)
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await library.initialize()
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print(f"\n📋 All loaded agents:")
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for name, agent in sorted(library.agents.items()):
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print(f" • {agent.agent_type:>10} | {agent.emoji} {name}")
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if agent.parent_agent:
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print(f" └─ Parent: {agent.parent_agent}")
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if agent.sub_agents:
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print(f" └─ Sub-agents: {agent.sub_agents}")
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print(f"\n🔧 Testing specific keyword matches:")
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# Test the keywords we expect to match
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keywords_to_test = ["python testing", "html report", "testing framework", "testing"]
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for keyword in keywords_to_test:
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print(f"\n🎯 Testing keyword: '{keyword}'")
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matching_agents = []
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for name, agent in library.agents.items():
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if keyword.lower().replace(" ", "") in name.lower().replace("-", ""):
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matching_agents.append(f"{agent.emoji} {name} ({agent.agent_type})")
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if matching_agents:
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print(f" Matches found:")
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for match in matching_agents:
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print(f" • {match}")
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else:
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print(f" No matches found")
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if __name__ == "__main__":
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asyncio.run(debug_agent_names()) |