AI Agent Tooling and Integration
Adding Persistent Memory to Claude Code with the Lightweight memsearch Plugin

Adding Persistent Memory to Claude Code with the Lightweight memsearch Plugin

2/13/2026 · Cheney Zhang

What this post added

Introduces the memsearch ccplugin, a lightweight plugin for Claude Code that integrates with the memsearch library to provide persistent, searchable memory. It details the plugin's architecture, which uses shell hooks and the memsearch CLI to manage memory via plain Markdown files. The post highlights automatic context injection, background session summarization using Claude Haiku, and the avoidance of MCP overhead, contrasting it with heavier solutions like claude-mem.

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