AI Plugin IndexShopify Admin MCP Server vs Agent-Native Analytics
Shopify Admin MCP Server and Agent-Native Analytics are both data and analytics MCP servers. Agent-Native Analytics scores higher (94 vs 54 out of 100). Agent-Native Analytics has more GitHub stars (7.4k), and Agent-Native Analytics was updated more recently (2 days ago). The table compares them side by side.
| Shopify Admin MCP Server | Agent-Native Analytics | |
|---|---|---|
| Score | 54 / 100 | 94 / 100 |
| What it does | Shopify Admin GraphQL API 2026-01 MCP server — 54 scope-aligned tools for orders, products, variants, media, inventory & location fulfilment, customers, collections, discounts, checkouts, content, metafields, bulk variant updates, analytics | Agent-Native Amplitude/Mixpanel - connect data sources, prompt for charts |
| Publisher | Verified: npm:shopify-admin-mcp-server | Community: BuilderIO |
| Grades | Maintenance A, Licence A, Quality C | Maintenance A, Licence A, Quality A |
| npm downloads a week | 7 | Not on npm |
| Runs | Local | Remote |
| Works with | Claude Code, Claude Desktop, Cursor, Codex, Gemini CLI, VS Code, Windsurf | Claude Code, Claude Desktop, Cursor, Codex, Gemini CLI, VS Code, Windsurf, ChatGPT |
| GitHub stars | 0 | 7,449 |
| Last commit | 22 Sept 2026 | 19 Oct 2026 |
| Licence | MIT | MIT |
| Listed since | 20 Oct 2026 | 19 Oct 2026 |
| Install Shopify Admin MCP Server | Install Agent-Native Analytics |
Questions
Is Shopify Admin MCP Server or Agent-Native Analytics more popular?
Agent-Native Analytics has more GitHub stars: 7,449.
Can I use Shopify Admin MCP Server and Agent-Native Analytics together?
Yes. AI assistants can load several MCP servers at once. Install both and the assistant picks the right one for each task.