315 Claude Code plugins · 382 MCP servers · refreshed 26 Oct 2026Get your plugin featured →

a-mem-mcp

Self-evolving memory system for AI agents

MCP · local★ 35updated 17 Jan 2026by io.github.DiaaAj
run in your terminal
claude mcp add a-mem-mcp -- uvx a-mem

How to start

  1. Run the command in your terminal, in the project where you want it.
  2. Set OPENAI_API_KEY with --env or in your shell.
  3. Check it: run /mcp in Claude Code and look for it in the list.

What it needs

  • LLM_BACKENDOptional. LLM backend to use (openai, ollama, sglang, or openrouter)
  • LLM_MODELOptional. LLM model name (e.g., gpt-4o-mini, llama2, etc.)
  • OPENAI_API_KEYRequired. Secret: keep it out of your repo. OpenAI API key (required if LLM_BACKEND=openai)
  • EMBEDDING_MODELOptional. Sentence transformer model for embeddings
  • CHROMA_DB_PATHOptional. ChromaDB storage directory path

Environment variables as listed in the server's MCP Registry entry.