Memory Gateway vs codex-agent-mem

Local-first context engineering layer for AI agents with feedback capture and failure pattern blocking.

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.

Agents

MCP Servers

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