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Data science and visualization · MCP server

ShipSwift: MCP server, setup and security

ShipSwift is an open-source MCP server published on GitHub that lets an AI agent use production-ready SwiftUI recipes to build full-stack iOS applications. Its repository has 3,244 stars and its last commit is from October 18, 2026 and it is licensed under MIT.

Actively maintainedRemote serverTop 10% by stars

What ShipSwift does

According to its repository: “40+ production-ready SwiftUI recipes for building full-stack iOS apps via MCP.”

The Model Context Protocol (MCP) is a standard plug between an AI agent and an outside service: once the server is connected, its tools show up in the agent, which decides when to call them. ShipSwift is listed under Data science and visualization, a category of 48 servers in the directory, where it ranks #5 by stars.

Topics declared by the repository: animation, chart, component-library, ios, swift, swiftui.

Installing and connecting ShipSwift

Distribution modes declared in the official MCP registry:

  • remote server (streamable-http): you connect to it by URL, with nothing to install locally

It works with any MCP-compatible client (Claude Desktop, Claude Code, Cursor, VS Code, Codex and most recent agents). You add one entry to the client's MCP configuration: server name, start command or URL, environment variables. Project language: Swift.

Security: what to check

Connecting an MCP server means installing software that talks straight to your agent: it runs with your rights and the model trusts its tool descriptions. The risk therefore depends on what it can touch and how far its code can be trusted.

None of the risk signals we track (system access, secrets, missing licence, abandonment) applies to ShipSwift. That does not replace reading the code.

Good practice: grant only the rights needed (least privilege), require human approval for irreversible actions, and run the AI agent security check.

Project activity and maintenance

Created on December 15, 2025, the signerlabs/ShipSwift repository has 3,244 stars and 186 forks, with 4 open issues. It has more stars than 96% of the servers in the directory. It received changes this month. Version published in the registry: 1.0.0 (February 25, 2026).

Stars measure attention, not quality: a recent, heavily promoted project can collect them fast, while a useful but niche server will have few.

Agent Native AnalyticsAgent Native Analytics : 7.5K7.5KGoogle Ads + Meta Ads + SEO/Google Ads + Meta Ads + SEO/ : 5.9K5.9KAsk JevAsk Jev : 5.2K5.2KVizro MCPVizro MCP : 3.8K3.8KShipSwiftShipSwift : 3.2K3.2KMarkdownify MCPMarkdownify MCP : 3K3KSemioticSemiotic : 2.7K2.7KPaperBananaPaperBanana : 2.4K2.4K
GitHub stars of the most followed servers in the category (log scale); ShipSwift in orange. Checked October 25, 2026.

Verdict

ShipSwift is one of the most solid servers in its category: followed, maintained and well framed.

Strengths

  • Active project: recent commit
  • Widely followed: 3.2K stars
  • Listed in the official MCP registry
  • Usable remotely, without installation
  • Permissive licence (MIT)

Frequently asked questions

How do I install ShipSwift?

ShipSwift is distributed as a remote server. Add it to your client's MCP configuration (Claude Desktop, Cursor, VS Code…) following the README of signerlabs/ShipSwift.

Is ShipSwift free?

The code is published under the MIT licence and can be used free of charge.

Is ShipSwift safe?

No risk signal found (system access, secrets, licence, abandonment). As with any MCP server, keep rights minimal and read the code before sensitive use.

Is it an official server?

Nothing says so: it is a project published by signerlabs on GitHub. Check who maintains it before giving it access.

What are the alternatives to ShipSwift?

In the same category: Vizro MCP, Agent Native Analytics, Semiotic, and Google Ads + Meta Ads + SEO/GEO MCP. Vizro MCP scores higher on our grid.

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Neutrality. No affiliate links. No vendor pays to be reviewed, rated or ranked. Reviews are directed by François Chollet, neutral and factual, and every data point is dated and sourced. How we score