Self-evolving memory system for AI agents
io.github.DiaaAj/a-mem-mcp
https://github.com/DiaaAj/a-mem-mcp
STDIO
1 required env var
Hosted endpoint — paste into any MCP client.
Configuration this server reads at startup.
OpenAI API key (required if LLM_BACKEND=openai)
LLM backend to use (openai, ollama, sglang, or openrouter)
LLM model name (e.g., gpt-4o-mini, llama2, etc.)
Sentence transformer model for embeddings
ChromaDB storage directory path
Where to find authoritative docs and source for a-mem-mcp.
Open MCP Agent Studio and connect this server to Claude, GPT, Gemini, DeepSeek and more — no install required.
Open Agent Studio