Agent-Native Analytics vs io.github.enessari/metabase-ai-assistant
Agent-Native Analytics is an MCP server published by BuilderIO. Marketplaces we read that list it: 1 (Official MCP Registry). io.github.enessari/metabase-ai-assistant is an MCP server published by enessari. Marketplaces we read that list it: 2 (Official MCP Registry, Community GitHub marketplaces). As of our marketplace pass on 2026-11-13. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.
Where each is published
| Marketplace |  Agent-Native Analytics |  io.github.enessari/metabase-ai-assistant |
|---|---|---|
| Official MCP Registry | Listed Version: 1.0.0 Forks (GitHub): 707 Stars (GitHub): 7 691 Not marked · First seen |
Listed Version: 3.2.0 Downloads/month (npm): 186 Downloads/week (npm): 71 Forks (GitHub): 11 Stars (GitHub): 47 Not marked · First seen |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
The facts side by side
| Fact | Agent-Native Analytics | io.github.enessari/metabase-ai-assistant |
|---|---|---|
| Marketplaces that list it (differs) | 1 (worse) | 2 (better) |
| Stars (GitHub) (differs) | 7 691 (better) | 47 (worse) |
| Forks (GitHub) (differs) | 707 (better) | 11 (worse) |
| Last release | Not published | Not published |
| Where it runs (differs) | Remote server (analytics.agent-native.com/mcp) | On your machine (metabase-ai-assistant) |
| Transport (differs) | Streamable HTTP | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | Not published | 9, secrets among them: 3 |
| Parts of the bundle (differs) | Not a bundle | 1 |
| Licence (differs) | Not stated | Apache-2.0 |
| Repository (differs) | github.com/builderio/agent-native | github.com/enessari/metabase-ai-assistant |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
| Endpoint at the last check (differs) | Responded 14 h ago, requires authentication | no remote endpoint we check |
Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.
What each says it does
Agent-Native Analytics
Agent-Native Amplitude/Mixpanel - connect data sources, prompt for charts
io.github.enessari/metabase-ai-assistant
MCP Server for Metabase - 111 tools for SQL generation, dashboards & PostgreSQL
How to run each
Agent-Native Analytics As a remote MCP server
claude mcp add --transport http agent-native-analytics https://analytics.agent-native.com/mcpio.github.enessari/metabase-ai-assistant As a local MCP server: npm package
claude mcp add --env "DATABASE_PASSWORD=<YOUR_DATABASE_PASSWORD>" --env "METABASE_API_KEY=<YOUR_METABASE_API_KEY>" --env "METABASE_PASSWORD=<YOUR_METABASE_PASSWORD>" --env "METABASE_URL=<YOUR_METABASE_URL>" --transport stdio metabase-ai-assistant -- npx -y metabase-ai-assistantRequires: DATABASE_PASSWORD (secret), METABASE_API_KEY (secret), METABASE_PASSWORD (secret), METABASE_URL
Commands built only from what the marketplaces declare; the full set for every client is on each card.
Only Agent-Native Analytics has a remote endpoint we check. How we check endpoints
Tools each declares
Neither one's marketplaces publish a list of tools, so there is nothing to compare.
Settings each asks for
The marketplaces of Agent-Native Analytics publish no settings it asks for, so we do not compare settings.
What it can do: Agent-Native Analytics · What it can do: io.github.enessari/metabase-ai-assistant · Compare two other plugins
Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Data comes from public marketplace files in GitHub repositories of their authors. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.