zilliztech — 6 Open-Source AI Agent Skills

zilliztech is the author of 6 open-source AI agent skills and MCP servers spanning mcp-server, codex-skill, claude-skill, agent-tool, with a combined 15,103+ GitHub stars. On AgentSkillsHub each is quality-scored (avg 63/100) and security-graded — 4 verified safe.

Top skills by zilliztech

• claude-context — Code search MCP for Claude Code. Make entire codebase the context for any coding agent. (12.3k★ · quality 70/100 · security: safe)
• memsearch — A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex), backed by Markdown and Milvus. (2.4k★ · quality 64/100 · security: safe)
• mcp-server-milvus — Model Context Protocol Servers for Milvus (237★ · quality 70/100 · security: safe)
• mfs — A context harness for AI agents: all your scattered context — code, memory, docs, databases, SaaS — in one searchable, browsable, file-like (117★ · quality 62/100 · security: safe)
• zilliz-plugin — Zilliz Cloud plugin for Claude Code — manage clusters, collections, vector search, backups, and more through natural language. (3★ · quality 58/100)
• milvus-skill — Agent skill that teaches LLMs to operate Milvus vector database using pymilvus — connection, collections, vector CRUD, search, hybrid se (1★ · quality 54/100)

View zilliztech on GitHub · Explore audited agent skills