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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
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