majiayu000/remem — Local-first persistent memory for Claude Code & Codex CLI - Rust CLI, hooks, MCP server, SQLite/SQLC…

Description and use

**Project Summary:**
majiayu000/remem is an open-source, local-first persistent memory system designed for Claude Code and Codex CLI, allowing users to turn isolated prompts and tools into repeatable agent workflows. This project enables coordination of multi-agent workflows, standardization of agent memory, and addition of tool-use pipelines. It provides a valuable solution for developers working on long-running coding projects.

**Value Proposition:**
The primary value of majiayu000/remem lies in its ability to help developers manage complex workflows and toolchains by providing a persistent memory system that can recall and build upon previous work. This enables users to create repeatable agent workflows, making it easier to manage and maintain large coding projects.

**Practical Adoption Path:**
To adopt majiayu000/remem, developers can start by evaluating its features and ease of integration with their existing tools and workflows. The project's Rust CLI and MCP server make it a straightforward solution to evaluate and implement. Developers can begin by testing the project's hooks and API to understand its capabilities and limitations. Once satisfied with the project's performance, they can integrate it into their production workflows, ensuring dependency and maintenance checks are in place.

**Production Readiness:**
majiayu000/remem has a medium production

Problem

majiayu000/remem helps turn isolated prompts and tools into repeatable agent workflows.

Outcome

Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.

Workflow

• coordinate multi-agent workflows
• add tool-use pipelines
• standardize agent memory

Evidence

Local-first persistent memory for Claude Code & Codex CLI - Rust CLI, hooks, MCP server, SQLite/SQLCipher, auditable recall for long-running coding work.

Source