Atlas Docs vs code-to-prd
code-to-prd is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑17.
Atlas Docs is an MCP server published by CartographAI. Marketplaces we read that list it: 1 (Docker MCP Catalog). code-to-prd is a plugin bundle for AI coding tools published by Md Faiz Alam. No marketplace we read lists it any more. As of our marketplace pass on 2026-10-21. A plugin in this pair is no longer listed on any marketplace we read, so search engines are asked not to index the page.
Where each is published
| Marketplace |  Atlas Docs | |
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:4d235adb7498 Forks (GitHub): 5 Pulls (Docker Hub): 24 199 Stars (Docker Hub): 2 Stars (GitHub): 36 Not marked · First seen |
Not listed |
| Community marketplace afaizalam2003/master-claude-skill | Not listed | Removed on 2026-10-17 Version: 2.1.2 Forks (GitHub): 2 Stars (GitHub): 2 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 | code-to-prdno longer listed · |
|---|---|---|
| Marketplaces that list it (differs) | 1 | 0 |
| Stars (GitHub) (differs) | 36 | 2 |
| Pulls (Docker Hub) (differs) | 24 199 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 5 | 2 |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (mcp/atlas-docs) | Installs as a plugin bundle |
| Transport (differs) | stdio | Not stated |
| Tools it declares (differs) | 5 | Not published |
| Environment variables it asks for (differs) | 1, secrets among them: 0 | Not published |
| Licence | MIT | MIT |
| Repository (differs) | github.com/cartographai/atlas-docs-mcp | github.com/afaizalam2003/master-claude-skill |
| Changes in the last 7 days (differs) | 0 | 4 |
| First seen (differs) | 2026-10-11 | 2026-10-15 |
Lines where the two differ have a tinted background and bold values. No value is marked better or worse: a plugin no marketplace lists any more is shown with its last known data, which we do not rank against current figures.
What to use instead of code-to-prd
Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.
-
Reverse-engineer any codebase into a complete PRD. Frontend (React, Vue, Angular, Next.js), backend (NestJS, Django, Express, FastAPI), and fullstack. 2 Python scripts…
-
Analyze an existing codebase and generate evidence-backed blueprints: architecture, folder structure, technology stack, code exemplars, workflow analysis, repository history, and…
-
Multi-agent codebase analysis and documentation generation: parallel analyzers plus README and AI-rules generators.
-
AI-powered codebase understanding — analyze, visualize, and explain any project
-
Skills for AI-native development: /assess (codebase readiness scoring + complexity hotspot SVG) and /huddle (Six Thinking Hats deliberation with Fibonacci team sizing). Also…
-
Unified toolkit for Context-Driven Development with spec-first planning, TDD workflow, and OKF knowledge bundles.
What each says it does
Atlas Docs
Provide LLMs hosted, clean markdown documentation of libraries and frameworks.
code-to-prd
Reverse-engineer any codebase into a complete PRD. Frontend (React, Vue, Angular, Next.js), backend (NestJS, Django, Express, FastAPI), and fullstack. 2 Python scripts (codebase_analyzer, prd_scaffolder), 2 reference guides, /code-to-prd slash command.
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-docscode-to-prd
No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.
Commands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
The marketplaces of code-to-prd publish no list of tools, so we do not compare tools.
Settings each asks for
The marketplaces of code-to-prd publish no settings it asks for, so we do not compare settings.
What it can do: Atlas Docs · What it can do: code-to-prd · Compare two other plugins
Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. 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.