Memsearch
A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus
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Use cases
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About Memsearch
Memsearch is listed in our memory & RAG category and is aimed at builders. A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus Pricing, as the maker states it: Open source. Maturity: Active. We last checked the official link on 2026-10-28.
Memsearch at a glance
- Category: Memory & RAG
- Built for: Developers and teams building with AI agents
- Pricing: Open source (as the maker states it)
- GitHub: zilliztech/memsearch · 2,803 stars (as of Oct 28, 2026)
- Official site: zilliztech.github.io/memsearch
- Listed on AgentScout: Oct 28, 2026
Memsearch FAQ
What is Memsearch?
A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus
How much does Memsearch cost?
Memsearch's pricing, as the maker states it: Open source. Open-source tools are free to use, though you may still pay for model API usage or a hosted plan. Check the official site for current plans.
Where can I find Memsearch's source code?
On GitHub at zilliztech/memsearch, which had 2,803 stars as of Oct 28, 2026.
What are alternatives to Memsearch?
Similar tools include AgentMemory, memU, Basic Memory, Mnemosyne, ktx and Graphicle.
Facts from our link-checked listing, the GitHub repository and the official site. See something wrong? Suggest an edit.
Memsearch ratings and reviews
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Memsearch alternatives
Other memory & RAG tools in our directory. See all memory & RAG tools →
AgentMemory
Persistent memory layer for AI coding agents.
memU
Lightweight memory system that gives Codex, Claude Code, Cursor and other agents a shared memory across sessions and devices and distills reusable skills.
Basic Memory
Persistent memory for Claude, Codex and Cursor stored as local Markdown knowledge, available open source or as a hosted cloud workspace.
Mnemosyne
Zero-cloud, SQLite-backed memory layer for Hermes, Claude Code, Cursor, Codex and custom agents with a single Python dependency.
ktx
An open-source context layer for data and analytics agents that gives Claude Code, Codex and other agents a self-improving map of your warehouse, metrics and business definitions.
Graphicle
Graphicle, from KarLex AI, is a single local Rust program that gives Claude Code, Cursor, Codex and other MCP agents a code graph and memory, returning excerpts with file and line references from your code, docs and past sessions, with no account or telemetry.
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