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Comparison

Sequa.AI vs builder-loop

builder-loop is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑21.

Sequa.AI is an MCP server published by sequa-ai. Marketplaces we read that list it: 1 (Docker MCP Catalog). builder-loop is a plugin bundle for AI coding tools published by Edoardo Spena. No marketplace we read lists it any more. As of our marketplace pass on 2026-10-22. 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

Where each is published
MarketplaceSequa.AIbuilder-loop
Docker MCP Catalog Listed
Version: sha256:f4e0e271c5c5
Forks (GitHub): 5
Pulls (Docker Hub): 10 437
Stars (Docker Hub): 1
Stars (GitHub): 22
Not marked · First seen
Not listed
Community marketplace edoardospena/builder-loop Not listed Removed on 2026-10-21
Version: 1.0.0
Forks (GitHub): 0
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

Sequa.AI vs builder-loop
FactSequa.AIbuilder-loopno longer listed ·
Marketplaces that list it (differs)10
Stars (GitHub) (differs)226
Pulls (Docker Hub) (differs)10 437No figure on Docker Hub
Forks (GitHub) (differs)50
Last releaseNot publishedNot published
Where it runs (differs)On your machine (mcp/sequa)Installs as a plugin bundle
Transport (differs)stdioNot stated
Tools it declares (differs)1Not published
Environment variables it asks for (differs)2, secrets among them: 1Not published
Parts of the bundle (differs)Not a bundle1
LicenceMITMIT
Repository (differs)github.com/sequa-ai/sequa-mcpgithub.com/edoardospena/builder-loop
Changes in the last 7 days (differs)04
First seen (differs)2026-10-112026-10-16

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 builder-loop

Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.

  • orchestrator

    Generate ready-to-paste Claude Code prompts with the right agent, orchestration pattern, and safety rails. Orchestrator synthesises patterns from 6 open-source projects into a…

    by amitvijapur · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • dominion-flow

    Research-backed orchestration for Claude Code. Structured workflow from idea to production with parallel execution, session memory, 70-point validation, autonomous mode, and…

    by ThierryN · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • sugar

    Transform Claude Code into an autonomous AI development powerhouse with persistent task management, intelligent agents, and automatic work discovery

    by Steven Leggett · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • outputai

    Output.ai workflow development toolkit for Claude Code. Adds 5 specialist agents (planner, builder, debugger, prompt writer, quality reviewer), 40+ slash-command skills covering…

    by growthxai · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • prompt-improver

    Intelligent prompt optimization using skill-based architecture. Enriches vague prompts with research-based clarifying questions before Claude Code executes them

    by severity1 · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • claude-codex-loop

    claude-codex-loop orchestrates a structured collaboration loop between Claude Code (designer/reviewer) and OpenAI Codex (auditor/implementer). It runs two stages — design and code…

    by Whisker17 · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

Its card, with similar plugins by marketplace

What each says it does

Sequa.AI

In its own words, on Docker MCP Catalog:

Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.

builder-loop

In its own words, on Community GitHub marketplaces:

Make Claude Code prove it finished the job. Runs a substantial coding task as an evidence-driven closed loop and ends with one explicit ship-or-revise decision.

How to run each

Sequa.AI As a local MCP server: Docker image

Claude Code
claude mcp add --env "API_KEY=<YOUR_API_KEY>" --transport stdio sequa -- docker run -i --rm -e API_KEY mcp/sequa

Requires: API_KEY (secret)

builder-loop

No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.

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

Tools each declares

The marketplaces of builder-loop publish no list of tools, so we do not compare tools.

Settings each asks for

The marketplaces of builder-loop publish no settings it asks for, so we do not compare settings.

What it can do: Sequa.AI · What it can do: builder-loop · Compare two other plugins

Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. 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