A-MEM – Memory for Claude Code that links and evolves on its own
Hi HN, I have been recently geeking on agentic memories, and I believe I finally came up with something that works. I spent the last couple of weeks building a memory[0] for Claude Code that dynamically evolve as you talk with it. I followed a new paradigm inspired from zettelkasten method. Whenever Claude discover something new in the codebase or during your conversation with it, it writes a note about it, link it with related memories, update the related memories accordingly, and store it in chromaDB (this part where it keeps self-evolving based on new inputs). Later when you ask it to…
A-MEM – Memory for Claude Code that links and evolves on its own launched on January 15, 2026 with 8 votes, #1,339 of 14,584 launches that month and more than 75% of that year's launches.
What it does
Contribute to DiaaAj/a-mem-mcp development by creating an account on GitHub.
A-MEM is a self-evolving memory system for coding agents. Unlike simple vector stores, A-MEM automatically organizes knowledge into a Zettelkasten-style graph with dynamic relationships. Memories don't just get stored—they evolve and connect over time. Currently tested with Claude Code . Support for other MCP-compatible agents is planned. pip install a-mem Add to Claude Code claude mcp add a-mem -s user -- a-mem-mcp \ -e LLM_BACKEND=openai \ -e LLM_MODEL=gpt-4o-mini \ -e OPENAI_API_KEY=sk-... That's it! A session-start hook installs automatically to remind Claude to use memory. Note: Memory is stored per-project in ./chroma_db . For global memory across all projects, see Memory Scope .…from github.com
In the maker’s words, at launch
Hi HN, I have been recently geeking on agentic memories, and I believe I finally came up with something that works. I spent the last couple of weeks building a memory[0] for Claude Code that dynamically evolve as you talk with it. I followed a new paradigm inspired from zettelkasten method. Whenever Claude discover…
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