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memory-mcp

Two-tier memory: hot cache (0ms) + semantic search. Self-organizing.

Python Local macOSWindowsLinux
★ 9 stars Last pushed 2026-09-16 License: MIT
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Topics: Knowledge & Memory

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Review any command before running it. Package names and URLs come from the server's own registry entry.

Package (pypi 0.8.0)

uvx hot-memory-mcp

Or add to your MCP client config:

{
  "mcpServers": {
    "memory-mcp": {
      "command": "uvx",
      "args": [
        "hot-memory-mcp"
      ],
      "env": {
        "MEMORY_MCP_DB_PATH": "<YOUR_VALUE>",
        "MEMORY_MCP_EMBEDDING_MODEL": "<YOUR_VALUE>"
      }
    }
  }
}
  • MEMORY_MCP_DB_PATH — Path to SQLite database file
  • MEMORY_MCP_EMBEDDING_MODEL — Embedding model to use (default: all-MiniLM-L6-v2)

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Listed in punkpeye/awesome-mcp-servers (MIT)

Data from the Official MCP Registry