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Effect vs AI Dev Kit

Effect is an MCP server published by tim-smart. Marketplaces we read that list it: 1 (Docker MCP Catalog). AI Dev Kit is a plugin bundle for AI coding tools published by noah-sheldon. Marketplaces we read that list it: 2 (Claude Code: claude-plugins-community, Community GitHub marketplaces). As of our marketplace pass on 2026-10-21. 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
MarketplaceEffectAI Dev Kit
Docker MCP Catalog Listed
Version: sha256:a0e077abc890
Forks (GitHub): 13
Pulls (Docker Hub): 12 978
Stars (Docker Hub): 0
Stars (GitHub): 238
Not marked · First seen
Not listed
Claude Code: claude-plugins-community Not listed Listed
Version: 1.1.0
Forks (GitHub): 0
Stars (GitHub): 13
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

Effect vs AI Dev Kit
FactEffectAI Dev Kit
Marketplaces that list it (differs)1 (worse)2 (better)
Stars (GitHub) (differs)238 (better)13 (worse)
Pulls (Docker Hub) (differs)12 978No figure on Docker Hub
Forks (GitHub) (differs)13 (better)0 (worse)
Last releaseNot publishedNot published
Where it runs (differs)On your machine (mcp/effect-mcp)Installs as a plugin bundle
Transport (differs)stdioNot stated
Tools it declares (differs)2Not published
Environment variables it asks forNot publishedNot published
Parts of the bundle (differs)Not a bundle166
LicenceMITMIT
Repository (differs)github.com/tim-smart/effect-mcpgithub.com/noah-sheldon/ai-dev-kit
Changes in the last 7 days00
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

Effect

In its own words, on Docker MCP Catalog:

Tools and resources for writing Effect code in Typescript.

AI Dev Kit

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

AI Dev Kit is a complete plugin-oriented developer workspace for AI coding assistants. It ships everything needed to run professional-grade engineering workflows — TDD, code review, security audit, CI/CD, ML pipelines, infrastructure-as-code, code quality analysis, and debt tracking across Claude Code, Codex, OpenCode, and Gemini CLI. Think of it as a system prompt that scales to 59 specialized skills and 33 domain agents, with lifecycle hooks and automated validation.

How to run each

Effect As a local MCP server: Docker image

Claude Code
claude mcp add --transport stdio effect-mcp -- docker run -i --rm mcp/effect-mcp

AI Dev Kit As a Claude Code plugin

Claude Code
/plugin marketplace add anthropics/claude-plugins-community
/plugin install ai-dev-kit@claude-community

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Tools each declares

The marketplaces of AI Dev Kit publish no list of tools, so we do not compare tools.

Settings each asks for

Neither one's marketplaces publish the settings it asks for.

What it can do: Effect · What it can do: AI Dev Kit · 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. 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