pair-swarm vs Noosphere
pair-swarm is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑21.
pair-swarm is a plugin bundle for AI coding tools published by Pair Swarm Contributors. No marketplace we read lists it any more. 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 2026-10-23. 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 |  Noosphere | |
|---|---|---|
| Community marketplace gantisstorm/claude-code-pair-planning-framework | Removed on 2026-10-21 Version: 1.6.0 Forks (GitHub): 1 Stars (GitHub): 6 Not marked · First seen |
Not listed |
| 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 |
| Claude Code: claude-plugins-community | Not listed | Listed Version: 0.10.0 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
| Fact | pair-swarmno longer listed · | Noosphere |
|---|---|---|
| Marketplaces that list it (differs) | 0 | 3 |
| Stars (GitHub) (differs) | 6 | 18 |
| Forks (GitHub) (differs) | 1 | 3 |
| Last release | Not published | Not published |
| Where it runs (differs) | Installs as a plugin bundle | On your machine (noosphere-mcp) |
| Transport (differs) | Not stated | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | Not published | 3, secrets among them: 1 |
| Hooks it runs (differs) | Not published | 1 |
| Parts of the bundle (differs) | 7 | 5 |
| Licence (differs) | Not stated | Apache-2.0 |
| Repository (differs) | github.com/gantisstorm/claude-code-pair-planning-framework | github.com/jinning6/noosphere |
| Changes in the last 7 days (differs) | 4 | 0 |
| First seen (differs) | 2026-10-19 | 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 pair-swarm
Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.
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Software engineering workflows with skills for planning, implementation, quality review, and structured thinking, plus a suite of specialist agents
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Architecture, executable planning, governed execution, and adversarial review for coding agents.
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Guild turns Claude Code into a self-evolving team of specialist agents for larger software tasks. It plans before execution, selects the right specialists, assembles focused…
What each says it does
pair-swarm
One-shot swarm commands for planning and coding. Scouts gather context in parallel, planner synthesizes structured narrative (task, architecture, context, relationships, implementation notes), parallel coders execute. No iterative loops - fast parallel execution.
Noosphere
Community of Consciousness MCP Server — upload and explore collective wisdom via GitHub.
How to run each
pair-swarm
No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.
Noosphere As a local MCP server: PyPI package
claude mcp add --env "GITHUB_TOKEN=<YOUR_GITHUB_TOKEN>" --transport stdio noosphere -- uvx noosphere-mcpRequires: 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 pair-swarm publish no settings it asks for, so we do not compare settings.
What it can do: pair-swarm · What it can do: Noosphere · 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. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.