Atlas Docs vs io.github.rm-rf-prod/groundtruth
Atlas Docs is an MCP server published by CartographAI. Marketplaces we read that list it: 1 (Docker MCP Catalog). io.github.rm-rf-prod/groundtruth is an MCP server published by rm-rf-prod. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-15. 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 |  Atlas Docs |  io.github.rm-rf-prod/groundtruth |
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:4d235adb7498 Forks (GitHub): 5 Pulls (Docker Hub): 24 126 Stars (Docker Hub): 2 Stars (GitHub): 36 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 8.0.1 Downloads/month (npm): 1 295 Downloads/week (npm): 618 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 | Atlas Docs | io.github.rm-rf-prod/groundtruth |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 36 (better) | 6 (worse) |
| Pulls (Docker Hub) (differs) | 24 126 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 5 (better) | 1 (worse) |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (mcp/atlas-docs) | On your machine (@groundtruth-mcp/gt-mcp) |
| Transport | stdio | stdio |
| Tools it declares (differs) | 5 | Not published |
| Environment variables it asks for (differs) | 1, secrets among them: 0 | 3, secrets among them: 1 |
| Licence (differs) | MIT | Not stated |
| Repository (differs) | github.com/cartographai/atlas-docs-mcp | github.com/rm-rf-prod/groundtruth-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
Atlas Docs
Provide LLMs hosted, clean markdown documentation of libraries and frameworks.
io.github.rm-rf-prod/groundtruth
Live docs MCP server. 793+ libraries, evidence-verified answers, code audit, snippets, dispatch.
How to run each
Atlas Docs As a local MCP server: Docker image
claude mcp add --transport stdio atlas-docs -- docker run -i --rm mcp/atlas-docsio.github.rm-rf-prod/groundtruth As a local MCP server: npm package
claude mcp add --env "GT_GITHUB_TOKEN=<YOUR_GT_GITHUB_TOKEN>" --transport stdio groundtruth -- npx -y @groundtruth-mcp/gt-mcpRequires: GT_GITHUB_TOKEN (secret)
Commands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
The marketplaces of io.github.rm-rf-prod/groundtruth publish no list of tools, so we do not compare tools.
Settings each asks for
Only Atlas Docs asks for
ATLAS_API_URL
Only io.github.rm-rf-prod/groundtruth asks for
GT_CACHE_DIRGT_GITHUB_TOKEN (secret)GT_LOG_LEVEL
Settings as each marketplace publishes them. Asking for fewer is not better in itself.
What it can do: Atlas Docs · What it can do: io.github.rm-rf-prod/groundtruth · 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.