SkillFoxx

Zilliz

OrganizationGitHub

The organization Zilliz develops tools for AI agents focused on semantic search and memory management. Their offerings include MCP servers like Claude Context and MCP Server for Milvus, which enable vector and text search within projects and Milvus collections.

All cards

4 cards
Official

A semantic code search MCP server: indexes the project into a vector database and gives the agent only relevant snippets

MCP serverExtended access12.7K

Shared semantic memory for agents: conversations are saved as markdown and recalled by search across Claude Code, Codex and other agents

PluginExtended access2.9K
Official

Official Zilliz MCP server: the agent runs vector and text search and manages collections and data in Milvus

MCP serverExtended access245

MFS gathers code, agent memory, documents and databases into one file-like tree searched by meaning and by text.

CLIExtended access158

In short

They also provide memsearch, a plugin for shared semantic memory across agents, and MFS, a CLI tool that organizes code, memory, and documents into a searchable file-like structure.

How to install

One command, using “Claude Context” as an example. The SkillFoxx CLI detects the agent and puts the files in the right folder.

npx skillfoxx add mcp/claude-context

Access of the author’s cards

  • extended4
How we set access levels

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