MCP server that execute applescript giving you full control of your Mac
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Jul 18, 2025 - Python
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agent-memory
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A lightweight MCP server that integrates with Apple Notes to create a personal memory system for AI. Easily recall and save information from your Mac using simple AppleScript commands. Compatible with all macOS versions with minimal setup requirements.
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Apr 7, 2025 - Python
This project is a concept demonstration of a layered memory system for Large Language Models. It includes a CLI chatbot and an AI playing Zork I with 'FROTZ' as examples. The true value lies in the memory_handle.py module, designed for easy integration into any Python project requiring LLM memory management (AI agents, games, etc.).
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May 20, 2025 - Python
The llm_to_mcp_integration_engine is a communication layer designed to enhance the reliability of interactions between LLMs and tools (like MCP servers or functions).
agent tools ai mcp protocol multi-agent multiagent agents llms langchain crewai agent-tools mcp-server agent-memory vibe-coding vibecoding mcp-protocol
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May 30, 2025 - Python
🤖 CodeForge AI: An autonomous multi-agent coding system powered by LangGraph for agentic software development and automated workflows. SOTA custom agentic GraphRag, shared-state memory, auto-model routing for cost optimization, and a range of custom tooling.
python redis neo4j artificial-intelligence ai-agents qdrant langchain pydantic-v2 langgraph coding-agents graphrag agentic-rag agentic-ai langsmith-tracing research-agents agent-memory local-ai-agents
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Jul 21, 2025 - Python
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