Atlan vs Agent-Native Analytics
Atlan is an MCP server published by atlanhq. Marketplaces we read that list it: 1 (Docker MCP Catalog). Agent-Native Analytics is an MCP server published by BuilderIO. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-13. 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 |  Atlan |  Agent-Native Analytics |
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:eda35f2180fd Forks (GitHub): 31 Pulls (Docker Hub): 12 072 Stars (Docker Hub): 0 Stars (GitHub): 40 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 1.0.0 Forks (GitHub): 647 Stars (GitHub): 7 130 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 | Atlan | Agent-Native Analytics |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 40 (worse) | 7 130 (better) |
| Pulls (Docker Hub) (differs) | 12 072 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 31 (worse) | 647 (better) |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (mcp/atlan) | Remote server (analytics.agent-native.com/mcp) |
| Transport (differs) | stdio | Streamable HTTP |
| Tools it declares (differs) | 14 | Not published |
| Environment variables it asks for (differs) | 2, secrets among them: 2 | Not published |
| Licence (differs) | MIT | Not stated |
| Repository (differs) | github.com/atlanhq/agent-toolkit | github.com/builderio/agent-native |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
| Endpoint at the last check (differs) | no remote endpoint we check | Responded 1 h ago, requires a key |
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
Atlan
MCP server for interacting with Atlan services including asset search, updates, and lineage traversal for comprehensive data governance and discovery.
Agent-Native Analytics
Agent-Native Amplitude/Mixpanel - connect data sources, prompt for charts
How to run each
Atlan As a local MCP server: Docker image
claude mcp add --env "ATLAN_API_KEY=<YOUR_ATLAN_API_KEY>" --env "ATLAN_BASE_URL=<YOUR_ATLAN_BASE_URL>" --transport stdio atlan -- docker run -i --rm -e ATLAN_API_KEY -e ATLAN_BASE_URL mcp/atlanRequires: ATLAN_API_KEY (secret), ATLAN_BASE_URL (secret)
Agent-Native Analytics As a remote MCP server
claude mcp add --transport http agent-native-analytics https://analytics.agent-native.com/mcpCommands 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
The marketplaces of Agent-Native Analytics publish no list of tools, so we do not compare tools.
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: Atlan · What it can do: Agent-Native Analytics · Compare two other plugins
Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.