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memsearch
A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex), backed by Markdown and Milvus.
1.9kstars
178forks
Python
agentagent-memoryai-agentsclaude-codeclaude-code-plugincodexcodex-cliembeddingsharnesshybrid-searchlong-term-memorymemory
Quality signals
StaleNo testsNo CIThin docsNo licensePopular
InstallSKILLInstall as a Claude Code skill
Universal installANY TOOL
$ npx skillcity@latest zilliztech/memsearchAuto-detects the skill or MCP server in this repo and installs it for Claude Code, Codex, Cursor, Cline, OpenCode, Gemini CLI, Anti-Gravity, OpenClaw and Hermes.
Requires Node.js 18+ (ships with npx).
Or install manually
# Install into ~/.claude/skills/ mkdir -p ~/.claude/skills/memsearch curl -fsSL https://raw.githubusercontent.com/zilliztech/memsearch/main/SKILL.md -o ~/.claude/skills/memsearch/SKILL.md
Loading README…
Ask a simulated agent to run this skill. It loads the real SKILL.md and reasons over your task with NVIDIA.
memsearch — sandboxAI sandbox
Pick a quick prompt below or type your own — watch the agent execute this skill step by step.
guest@skillcity:~$Try a prompt