46faa78237
- Complete fact-based memory API with mem0-inspired approach - Individual fact extraction and deduplication - ADD/UPDATE/DELETE memory actions - Precision search with 0.86+ similarity scores - MCP server for Claude Code integration - Neo4j graph relationships and PostgreSQL vector storage - Comprehensive documentation with architecture and API docs - Matrix communication integration - Production-ready Docker setup with Ollama and Supabase 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
79 lines
2.8 KiB
Python
79 lines
2.8 KiB
Python
#!/usr/bin/env python3
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"""
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Test MCP server implementation
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"""
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import asyncio
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import json
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import sys
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import subprocess
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import time
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import signal
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async def test_mcp_server_startup():
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"""Test MCP server startup"""
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print("🚀 Testing MCP server startup...")
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# Test if LangMem API is running
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try:
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import httpx
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async with httpx.AsyncClient() as client:
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response = await client.get("http://localhost:8765/health", timeout=5.0)
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if response.status_code == 200:
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print("✅ LangMem API is running")
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else:
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print("❌ LangMem API is not healthy")
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return False
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except Exception as e:
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print(f"❌ LangMem API is not accessible: {e}")
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return False
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# Test MCP server imports
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try:
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sys.path.insert(0, '/home/klas/langmem-project/src/mcp')
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from server import LangMemMCPServer
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print("✅ MCP server imports successfully")
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except Exception as e:
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print(f"❌ MCP server import failed: {e}")
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return False
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# Test MCP server initialization
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try:
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server = LangMemMCPServer()
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print("✅ MCP server initializes successfully")
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return True
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except Exception as e:
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print(f"❌ MCP server initialization failed: {e}")
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return False
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async def main():
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"""Main function"""
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print("🧪 Testing LangMem MCP Server...")
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success = await test_mcp_server_startup()
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if success:
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print("\n🎉 MCP server tests passed!")
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print("\n📋 Integration instructions:")
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print("1. Add MCP server to Claude Code configuration:")
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print(" - Copy mcp_config.json to your Claude Code settings")
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print(" - Or add manually in Claude Code settings")
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print("\n2. Start the MCP server:")
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print(" ./start-mcp-server.sh")
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print("\n3. Available tools in Claude Code:")
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print(" - store_memory: Store memories with AI relationship extraction")
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print(" - search_memories: Search memories with hybrid vector + graph search")
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print(" - retrieve_memories: Retrieve relevant memories for conversation context")
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print(" - get_user_memories: Get all memories for a specific user")
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print(" - delete_memory: Delete a specific memory")
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print(" - health_check: Check LangMem system health")
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print("\n4. Available resources:")
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print(" - langmem://memories: Memory storage resource")
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print(" - langmem://search: Search capabilities resource")
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print(" - langmem://relationships: AI relationships resource")
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print(" - langmem://health: System health resource")
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else:
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print("\n❌ MCP server tests failed!")
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if __name__ == "__main__":
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asyncio.run(main()) |