memsearch
Give AI coding agents persistent, searchable memory across sessions
All Skills in This Repository (5)
Pure Emerald Level Indicators
zilliztechmemory-recall
Search and retrieve relevant memories from past sessions.
zilliztechmemory-config
Manage MemSearch configuration settings and maintenance for Claude Code.
zilliztechmemory-to-skill
Convert MemSearch memory workflows into reusable installable skills.
zilliztechmemory-recall
Search and recall past conversation memories via progressive semantic retrieval.
zilliztechmemory-config
Diagnose and configure MemSearch memory settings across five AI coding agent platforms.
Frequently Asked Questions
FAQPage SchemaHow to install memsearch?▼
Run `npx skills add zilliztech/memsearch --all -g -y` in your terminal to install all skills in this suite globally.
How to give AI coding agents long-term memory?▼
memsearch automatically captures every conversation turn, summarizes it into daily markdown files, and indexes them with hybrid vector and keyword search so your agent can recall past work.
Which AI agents does memsearch support?▼
It works with Claude Code, Codex, OpenClaw, OpenCode, and DeepSeek Harness, and memories are shared across all of them through one common store.
Does memsearch need an API key or paid model?▼
No. By default it uses a local ONNX embedding model that runs on your CPU for free, with optional support for OpenAI, Gemini, Anthropic, and other providers.
Can memsearch turn past work into reusable skills?▼
Yes. The memory-to-skill skill mines your conversation history for recurring workflows and converts them into installable agent skills after your approval.
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