vibe-to-prod-skills vs Gnosis MCP
vibe-to-prod-skills is no longer listed on any marketplace we read: these are its last known data, as of 2026‑11‑08.
vibe-to-prod-skills is a plugin bundle for AI coding tools published by muyen. No marketplace we read lists it any more. Gnosis MCP is an MCP server published by nicholasglazer. Marketplaces we read that list it: 3 (Official MCP Registry, Claude Code: claude-plugins-community, PyPI (MCP servers)). As of our marketplace pass on 2026-11-10. 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 |  Gnosis MCP | |
|---|---|---|
| Community marketplace muyen/vibe-to-prod | Removed on 2026-11-08 Version: not stated Forks (GitHub): 9 Stars (GitHub): 34 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 0.17.5 Downloads/month (PyPI): 1 440 Downloads/week (PyPI): 159 Forks (GitHub): 11 Stars (GitHub): 31 Not marked · First seen |
| Claude Code: claude-plugins-community | Not listed | Listed Version: 0.13.3 Forks (GitHub): 11 Stars (GitHub): 31 Not marked · First seen |
| PyPI (MCP servers) | Not listed | Listed Version: 0.17.5 Downloads/month (PyPI): 1 440 Downloads/week (PyPI): 159 Forks (GitHub): 11 Stars (GitHub): 31 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 | vibe-to-prod-skillsno longer listed · | Gnosis MCP |
|---|---|---|
| Marketplaces that list it (differs) | 0 | 3 |
| Stars (GitHub) (differs) | 34 | 31 |
| Forks (GitHub) (differs) | 9 | 11 |
| Last release | Not published | Not published |
| Where it runs (differs) | Installs as a plugin bundle | On your machine (gnosis-mcp) |
| Transport (differs) | Not stated | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | 3, secrets among them: 3 | Not published |
| Hooks it runs (differs) | Not published | 1 |
| Parts of the bundle (differs) | 13 | 15 |
| Licence (differs) | Not stated | MIT |
| Repository (differs) | github.com/muyen/vibe-to-prod | github.com/nicholasglazer/gnosis-mcp |
| Changes in the last 7 days (differs) | 2 | 0 |
| First seen (differs) | 2026-10-29 | 2026-10-11 |
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 vibe-to-prod-skills
Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.
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23 reusable skills, 2 agents, and smart hooks for any project. Covers the full development cycle: architecture mapping, implementation planning, code review, safe refactoring…
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Essential agents and skills for Claude Code workflows - git commits, code simplification, security audits, verified multi-lens code review, thermo-nuclear code-quality review…
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Public Builder skills for docs-first discipline, autonomous execution, cross-agent review, local-first Rewind memory, efficient agent workflows, clear status recaps, Agent-Native…
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External tools integration skills for CLI utilities, APIs, and third-party services
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Production-grade engineering skills covering every phase of software development: spec, plan, build, verify, review, and ship.
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A curated collection of reliable workflows for AI agents.
What each says it does
vibe-to-prod-skills
Production-ready skills including ralph-invoke (Claude-initiated autonomous loops), code-review, dev-workflow, git-workflow, security-scan, and more
Gnosis MCP
Zero-config MCP server for searchable documentation. SQLite or PostgreSQL.
How to run each
vibe-to-prod-skills
No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.
Gnosis MCP As a local MCP server: PyPI package
claude mcp add --transport stdio gnosis -- uvx gnosis-mcpCommands built only from what the marketplaces declare; the full set for every client is on each card.
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 Gnosis MCP publish no settings it asks for, so we do not compare settings.
What it can do: vibe-to-prod-skills · What it can do: Gnosis MCP · Compare two other plugins
Data comes from public marketplace files in GitHub repositories of their authors. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. Package data comes from the Python Package Index (pypi.org). Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.