gemini-swarm vs Umtri
gemini-swarm is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑21.
gemini-swarm is a plugin bundle for AI coding tools published by Community Contributors. No marketplace we read lists it any more. Umtri is an MCP server published by umtri.io. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-28. 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 |  Umtri | |
|---|---|---|
| Community marketplace gantisstorm/claude-code-pair-planning-framework | Removed on 2026-10-21 Version: 1.3.0 Forks (GitHub): 1 Stars (GitHub): 6 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 1.5.3 Downloads/month (npm): 2 411 Downloads/week (npm): 25 Forks (GitHub): 0 Stars (GitHub): 0 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 | gemini-swarmno longer listed · | Umtri |
|---|---|---|
| Marketplaces that list it (differs) | 0 | 1 |
| Stars (GitHub) (differs) | 6 | 0 |
| Forks (GitHub) (differs) | 1 | 0 |
| Last release | Not published | Not published |
| Where it runs (differs) | Installs as a plugin bundle | Remote server (mcp.umtri.io) |
| Transport (differs) | Not stated | Streamable HTTP |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | Not published | 2, secrets among them: 1 |
| Parts of the bundle (differs) | 8 | Not a bundle |
| Licence | Not stated | Not stated |
| Repository (differs) | github.com/gantisstorm/claude-code-pair-planning-framework | github.com/bepuljang/umtri-mcp |
| Changes in the last 7 days (differs) | 2 | 0 |
| First seen (differs) | 2026-10-19 | 2026-10-11 |
| Endpoint at the last check (differs) | no remote endpoint we check | Responded 5 days ago |
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 gemini-swarm
Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.
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Structured workflows, parallel agents, hooks, and skills using Claude Code's native architecture.
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Architecture, executable planning, governed execution, and adversarial review for coding agents.
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Full-stack engineering ops for Claude Code. One command (/prodmasterai) covers your entire dev lifecycle: orchestrate features into parallel tasks, run 11-phase QA with health…
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A high-layer DevOps workflow for beginners, based on Everything-Claude-Code. One Workflow allows you to build a mature software project with simply several commands.
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Contract-driven agentic coding workflow. spectre guides you through Scope, Plan, Execute, Clean, Test, Rebase, and Learn flows. Start with /spectre:scope.
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42 advanced engineering skills: agent designer, agent workflow designer, RAG architect, database designer + schema designer + SQL assistant, migration architect, observability…
What each says it does
gemini-swarm
One-shot swarm commands with Gemini CLI planning. Scouts gather context in parallel, planner synthesizes XML architectural instructions for Gemini (gemini-3-flash-preview), parallel coders execute. No iterative loops - fast parallel execution.
Umtri
Give your AI agent a persistent map of your project's structure, dependencies, and bugs.
How to run each
gemini-swarm
No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.
Umtri As a remote MCP server
claude mcp add --transport http umtri https://mcp.umtri.ioRequires: UMTRI_API_TOKEN (secret)
Commands built only from what the marketplaces declare; the full set for every client is on each card.
Only Umtri has a remote endpoint we check. How we check endpoints
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 gemini-swarm publish no settings it asks for, so we do not compare settings.
What it can do: gemini-swarm · What it can do: Umtri · 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. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.