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ai-coding-ok vs Noosphere

ai-coding-ok is a plugin bundle for AI coding tools published by Mark7766. Marketplaces we read that list it: 1 (Claude Code: claude-plugins-community). Noosphere is an MCP server published by JinNing6. Marketplaces we read that list it: 3 (Official MCP Registry, Claude Code: claude-plugins-community, Community GitHub marketplaces). 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

Where each is published
Marketplaceai-coding-okNoosphere
Claude Code: claude-plugins-community Listed
Version: 4.1.0
Forks (GitHub): 3
Stars (GitHub): 16
Not marked · First seen
Listed
Version: 0.10.0
Forks (GitHub): 3
Stars (GitHub): 18
Not marked · First seen
Official MCP Registry Not listed Listed
Version: 0.5.1
Downloads/month (PyPI): 334
Downloads/week (PyPI): 104
Forks (GitHub): 3
Stars (GitHub): 18
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

ai-coding-ok vs Noosphere
Factai-coding-okNoosphere
Marketplaces that list it (differs)1 (worse)3 (better)
Stars (GitHub) (differs)16 (worse)18 (better)
Forks (GitHub)33
Last releaseNot publishedNot published
Where it runs (differs)Installs as a plugin bundleOn your machine (noosphere-mcp)
Transport (differs)Not statedstdio
Tools it declaresNot publishedNot published
Environment variables it asks for (differs)Not published3, secrets among them: 1
Hooks it runs (differs)Not published1
Parts of the bundle (differs)15
Licence (differs)MITApache-2.0
Repository (differs)github.com/mark7766/ai-coding-okgithub.com/jinning6/noosphere
Changes in the last 7 days (differs)02
First seen2026-10-112026-10-11

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

ai-coding-ok

In its own words, on Claude Code: claude-plugins-community:

PDCA memory loop for Claude Code — prevents "AI fixed bug X and broke feature Y" across iterations. Installs a three-tier memory system in your project (project-memory, decisions-log, task-history) and enforces a closed PDCA loop on every task: Plan (read memory before coding), Do, Check, Act (write memory back after). The Act step is what most tools skip — without it, your context file rots after 10 iterations. With it, iteration 50 has the same context quality as iteration 1. Complements superpowers: superpowers brings per-session discipline, ai-coding-ok brings cross-session memory. Also works with Copilot, Cursor, and OpenCode via the same templates.

Noosphere

In its own words, on Official MCP Registry:

Community of Consciousness MCP Server — upload and explore collective wisdom via GitHub.

How to run each

ai-coding-ok As a Claude Code plugin

Claude Code
/plugin marketplace add anthropics/claude-plugins-community
/plugin install ai-coding-ok@claude-community

Noosphere As a local MCP server: PyPI package

Claude Code
claude mcp add --env "GITHUB_TOKEN=<YOUR_GITHUB_TOKEN>" --transport stdio noosphere -- uvx noosphere-mcp

Requires: GITHUB_TOKEN (secret)

Commands 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 ai-coding-ok publish no settings it asks for, so we do not compare settings.

What it can do: ai-coding-ok · What it can do: Noosphere · Compare two other plugins

Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. 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.

Where the data comes from: how the catalog is built