ai-team-orchestration vs OpenTakeoff
ai-team-orchestration is a plugin bundle for AI coding tools published by Denis Evdokimov. Marketplaces we read that list it: 1 (Copilot CLI: github/awesome-copilot). OpenTakeoff is an MCP server published by Kentucky-ai. Marketplaces we read that list it: 2 (Official MCP Registry, npm registry (MCP servers)). As of our marketplace pass on 2026-10-22. 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
| Marketplace |  OpenTakeoff | |
|---|---|---|
| Copilot CLI: github/awesome-copilot | Listed Version: 2.0.0 Forks (GitHub): 5 179 Stars (GitHub): 40 278 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 0.9.98 Downloads/month (npm): 5 718 Downloads/week (npm): 597 Forks (GitHub): 145 Stars (GitHub): 641 Not marked · First seen |
| npm registry (MCP servers) | Not listed | Listed Version: 0.9.98 Downloads/month (npm): 5 718 Downloads/week (npm): 597 Forks (GitHub): 145 Stars (GitHub): 641 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 | ai-team-orchestration | OpenTakeoff |
|---|---|---|
| Marketplaces that list it (differs) | 1 (worse) | 2 (better) |
| Stars (GitHub) (differs) | 40 278 (better) | 641 (worse) |
| Forks (GitHub) (differs) | 5 179 (better) | 145 (worse) |
| Last release | Not published | Not published |
| Where it runs (differs) | Installs as a plugin bundle | On your machine (opentakeoff-mcp) |
| Transport (differs) | Not stated | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for | Not published | Not published |
| Licence (differs) | MIT | AGPL-3.0-only |
| Repository (differs) | github.com/github/awesome-copilot | github.com/kentucky-ai/opentakeoff |
| Changes in the last 7 days (differs) | 1 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
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-team-orchestration
Run a lightweight, role-separated AI development team with flexible tools, developer-selected models, proportionate planning, and optional QA.
OpenTakeoff
Construction takeoff for AI agents: load plans, set scale, measure, count, export with provenance.
How to run each
ai-team-orchestration
No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.
OpenTakeoff As a local MCP server: npm package
claude mcp add --transport stdio opentakeoff -- npx -y opentakeoff-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
Neither one's marketplaces publish the settings it asks for.
What it can do: ai-team-orchestration · What it can do: OpenTakeoff · Compare two other plugins
Data comes from the public marketplace file https://github.com/github/awesome-copilot/blob/HEAD/.github/plugin/marketplace.json. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Package data comes from the public npm registry (registry.npmjs.org). Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.