Local-first Model Context Protocol (MCP) memory layer for Codex CLI/Desktop, Claude Code, Gemini CLI, Qwen/DeepSeek/Ollama and agent workflows. SQLite + FTS5 compact context packs, token savings, read-only mode, no external memory server.
memorysqlitemcpopenaipersistent-memorycodexlocal-firstai-agentollamaqwendeepseekcontext-compressiongemini-climodel-context-protocolmcp-serverclaude-codecodex-clitoken-savingscodex-memoryauditable-memory
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Updated
May 7, 2026 - Python