TL;DR
Memory Kernel is a Model Context Protocol (MCP) server. Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector DB, no cloud. Install with: uvx amormorri-memory-kernel. Source: https://github.com/Artem362/memory-kernel. Compatible with MCP clients such as Claude Desktop, Cursor, Cline and Windsurf.
Memory Kernel
Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector DB, no cloud.
Install Command
uvx amormorri-memory-kernelFrequently Asked Questions
Memory Kernel is a Model Context Protocol server that Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector DB, no cloud.
You can install it by running the install command: `uvx amormorri-memory-kernel`. It then becomes available to any MCP-compatible client such as Claude, Cursor, Cline, Windsurf.
The Memory Kernel MCP Server is compatible with any client that speaks the Model Context Protocol — including Claude, Cursor, Cline, Windsurf.
Check the project license on its repository before use.
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Details
- Agent Rank
- 32.7
- License
- Last Updated
- Aug 11, 2026
- Languages
- Python
Client Compatibility
Speaks the Model Context Protocol — works with any compatible client.