Dart AI vs agent-estimate
Dart AI is an MCP server published by its-dart. Marketplaces we read that list it: 1 (Docker MCP Catalog). agent-estimate is a plugin bundle for AI coding tools published by haoranc. Marketplaces we read that list it: 1 (Claude Code: claude-plugins-community). As of our marketplace pass on 2026-10-13. 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 |  Dart AI |  agent-estimate |
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:fe45ca6be893 Forks (GitHub): 27 Pulls (Docker Hub): 17 063 Stars (Docker Hub): 3 Stars (GitHub): 128 Not marked · First seen |
Not listed |
| Claude Code: claude-plugins-community | Not listed | Listed Version: 0.7.4 Forks (GitHub): 1 Stars (GitHub): 6 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 | Dart AI | agent-estimate |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 128 (better) | 6 (worse) |
| Pulls (Docker Hub) (differs) | 17 063 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 27 (better) | 1 (worse) |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (mcp/dart) | Installs as a plugin bundle |
| Transport (differs) | stdio | Not stated |
| Tools it declares (differs) | 16 | Not published |
| Environment variables it asks for (differs) | 2, secrets among them: 1 | Not published |
| Parts of the bundle (differs) | Not a bundle | 1 |
| Licence (differs) | MIT | Apache-2.0 |
| Repository (differs) | github.com/its-dart/dart-mcp-server | github.com/haoranc/agent-estimate |
| Changes in the last 7 days | 0 | 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
Dart AI
Dart AI Model Context Protocol (MCP) server.
agent-estimate
Effort estimation for AI coding agents. PERT three-point estimation with METR reliability thresholds, modifier stacks (spec clarity, warm context, agent fit), and wave planning for multi-agent parallel execution. Supports single tasks, batch files, and GitHub issues.
How to run each
Dart AI As a local MCP server: Docker image
claude mcp add --env "DART_TOKEN=<YOUR_DART_TOKEN>" --transport stdio dart -- docker run -i --rm -e DART_TOKEN mcp/dartRequires: DART_TOKEN (secret)
agent-estimate As a Claude Code plugin
/plugin marketplace add anthropics/claude-plugins-community
/plugin install agent-estimate@claude-communityCommands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
The marketplaces of agent-estimate publish no list of tools, so we do not compare tools.
Settings each asks for
The marketplaces of agent-estimate publish no settings it asks for, so we do not compare settings.
What it can do: Dart AI · What it can do: agent-estimate · Compare two other plugins
Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. 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.