Atlan vs openLCA MCP Server
Atlan is an MCP server published by atlanhq. Marketplaces we read that list it: 1 (Docker MCP Catalog). openLCA MCP Server is an MCP server published by Below280. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-16. 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 |  openLCA MCP Server |
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:eda35f2180fd Forks (GitHub): 31 Pulls (Docker Hub): 12 145 Stars (Docker Hub): 0 Stars (GitHub): 41 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 1.16.0 Downloads/month (PyPI): 2 461 Downloads/week (PyPI): 165 Forks (GitHub): 1 Stars (GitHub): 6 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 | openLCA MCP Server |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 41 (better) | 6 (worse) |
| Pulls (Docker Hub) (differs) | 12 145 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 31 (better) | 1 (worse) |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (mcp/atlan) | On your machine (b280-olca-mcp) |
| Transport | stdio | stdio |
| 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/below280/b280-olca-mcp |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
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.
openLCA MCP Server
Connect AI assistants to openLCA. 35 tools for database search, model building, and LCIA.
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)
openLCA MCP Server As a local MCP server: PyPI package
claude mcp add --transport stdio b280-olca-mcp -- uvx b280-olca-mcpCommands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
The marketplaces of openLCA MCP Server publish no list of tools, so we do not compare tools.
Settings each asks for
The marketplaces of openLCA MCP Server publish no settings it asks for, so we do not compare settings.
What it can do: Atlan · What it can do: openLCA MCP Server · 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.