Show HN: AMP – open-source memory server for AI agents (MCP, SQLite, D3.js) (github.com)

A new open-source tool called AMP has been introduced to enhance the capabilities of AI agents by providing a sophisticated memory management system. Unlike traditional systems that suffer from a lack of contextual awareness, AMP mimics the human brain's memory functions, distinguishing between short-term working memory and long-term episodic memory. This allows AI agents to maintain continuity and context over time, addressing common issues with data retrieval and narrative accuracy in AI interactions. AMP features a visually engaging dashboard that displays memory connections in real-time, using physics simulations to illustrate how related concepts cluster together. It enables natural language queries to access memories with clarity regarding their relevance. In benchmarks, AMP significantly outperformed a leading competitor, achieving 81.6% recall accuracy compared to just 21.7% for Mem0. With integrations pertinent to popular development environments like Claude Desktop and VS Code Copilot, AMP not only improves individual agent performance but also facilitates collaborative memory sharing among multiple agents, marking a significant leap forward in developing more intuitive and capable AI systems.