All AI agents
zilliztech/memsearch · skills
A persistent, unified memory layer for all your AI agents (e.g.
★ 2,577GitHub stars
236Forks
2026-08-26Last updated
PythonLanguage
MITLicense
Key features
- Resume debugging threads — ask how a similar Redis, Docker, database, or deployment issue was fixed last time.
- DeepSeek Harness support — MemSearch now brings automatic capture, pre-step memory injection, native skill-based recall, background maintenance, and a read-only memory browser to DeepSeek Harness (DSH).
- All Platforms, One Memory — memories flow across Claude Code, Codex, DeepSeek Harness, OpenClaw, and OpenCode.
- Verify it's working — after a few conversations, check your memory files
- Recover decision rationale — find why the project chose one architecture, library, migration path, or API design over another.
Install command
dsh plugin --profile web add github:zilliztech/memsearch