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zilliztech / memsearch

A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus.

Why this job: topics: skills, claude-code-plugin, dsh-plugin, claude-code, codex, opencode, openclaw

MemSearch saves a memory from Claude Code and recalls it in a later Codex session.

Get started

No single install command. Read the steps in the README (opens in new tab)

Maintenance
Active
Last commit today
Stars
2,842
+30 this week
Licence
MIT
Allows business use
Downloads for
None listed
No release files
Latest version
v0.4.23
Released 13 days ago
Built with
Python
62% of the code

Is it looked after?

Contributors
17
Last 90 days
Issues
75% closed
41 still open
Pull requests
362 merged
219 waiting
Releases
35
30+ in the last year

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More: languages, topics and project record

Languages

  • Python 62%
  • JavaScript 18%
  • TypeScript 11%
  • Shell 9%

Topics

  • agent-memory
  • claude-code
  • claude-code-plugin
  • memory
  • openclaw
  • rag
  • agent
  • embeddings
  • milvus
  • semantic-search
  • hybrid-search
  • long-term-memory

Project record

  • JobAgent skills
  • StatusListed
  • Commits501
  • Forks281
  • Watching10
  • Stars in 28 days+110
  • CreatedFeb 9, 2026
  • First seen by usNov 7, 2026
  • CheckedNov 9, 2026

Type to search.

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