Qdrant Skills
Agent skills for Qdrant vector search covering scaling, performance optimization, search quality, monitoring,...

Zilliz Cloud management plugin with 14 skills covering cluster lifecycle, collection schema, vector search, index tuning, bulk import, RBAC, backups, and monitoring.
/plugin install zilliz@claude-plugins-officialTested ✓ on 2026-10-16: installed and loaded in a throwaway sandbox with no credentials.
Installing plugin "zilliz@claude-plugins-official"...✔ Successfully installed plugin: zilliz@claude-plugins-official (scope: user)
$ verify:
❯ zilliz@claude-plugins-official
Status: ✔ enabledNo official Codex instructions yet. We haven't found docs saying this works in Codex.
Know it works? Tell us →Auto-loaded from your Claude Code plugins (no extra setup per xAI docs)Tested ✓ on 2026-10-16: installed and loaded in a throwaway sandbox with no credentials.
Installed 1 plugin(s) from claude-plugins-official: zilliz $ verify: zilliz-63a222a5: zilliz [git: https://github.com/zilliztech/zilliz-plugin.git] (claude-plugins-official)
No official Cursor instructions yet. We haven't found docs saying this works in Cursor.
Know it works? Tell us →No official Pi instructions yet. We haven't found docs saying this works in Pi.
Know it works? Tell us →Your Zilliz Cloud console in your AI coding agent. This plugin lets Claude Code or OpenAI Codex operate the zilliz-cli, bringing the full power of Zilliz Cloud — cluster management, collection operations, vector search, RBAC, backups, and more — into your terminal through natural language.
It ships as a dual-format plugin living in plugins/zilliz/: .claude-plugin/plugin.json for Claude Code and .codex-plugin/plugin.json for Codex, sharing one real skills/ directory — no symlinks, no duplication. Both root .claude-plugin/marketplace.json and .agents/plugins/marketplace.json point their plugin source at ./plugins/zilliz.
Instead of memorizing CLI commands or switching to the web console, just describe what you want:
Search for zilliz in the plugin directory, or add the marketplace manually:
/plugin marketplace add zilliztech/zilliz-plugin
zilliztech/zilliz-plugin is the GitHub repo. Once added, the marketplace is
named zilliztech (from marketplace.json) and the plugin is named
zilliz. Then install via the Discover tab in /plugin.
/plugin install zilliz@zilliztech
The format is <plugin>@<marketplace> — zilliz@zilliztech, not
zilliz@zilliztech/zilliz-plugin (that repo path is not the marketplace name).
/plugin marketplace add does not refresh an already-added marketplace, and
/plugin install is a no-op if the plugin is already installed. To pull a new
version:
Preview from the source repo. Images are removed.
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