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Data science and visualization · MCP server

Bundler MCP: MCP server, setup and security

Bundler MCP is an open-source MCP server that lets an AI agent query local dependency information from a Ruby project's Gemfile. Its repository has 21 stars and its last commit is from June 29, 2025 and it is licensed under MIT.

Score
30/100
Adoption (stars) 13/40
Maintenance 2/30
Framework (licence, registry, official) 15/30
Inactive for over a year

What Bundler MCP does

According to its repository: “Query local information about dependencies in a Ruby project's Gemfile.”

An MCP server gives an AI agent extra tools it calls during the conversation: the agent reads their description, decides to use them and gets the result back. Bundler MCP is listed under Data science and visualization, a category of 48 servers in the directory, where it ranks #34 by stars.

Topics declared by the repository: bundler, ruby.

Installing and connecting Bundler MCP

No package or remote server is declared in the official MCP registry: you install it from source, following the repository README.

Like any MCP server, you declare it in your client's configuration (Claude Desktop, Claude Code, Cursor, VS Code, Codex…): a name, the command that starts it or its URL, and any environment variables. The client then starts it and lists its tools. Project language: Ruby.

Security: what to check

An MCP server runs code with the rights you give it, and the model reads its tool descriptions: a malicious or compromised server can hijack the agent. Read the code, or pick a maintained and widely used server, before connecting it.

Points found for Bundler MCP:

  • Maintenance: no commit for 16 months. Possible flaws and protocol changes are no longer tracked.

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 April 18, 2025, the subelsky/bundler_mcp repository has 21 stars and 4 forks, with 0 open issues. It has more stars than 39% of the servers in the directory. Last change 16 months ago.

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 : 2.4K2.4KBundler MCPBundler MCP : 2121
GitHub stars of the most followed servers in the category (log scale); Bundler MCP in orange. Checked October 25, 2026.

Verdict

Bundler MCP is still a modest project: read its code and compare it with the alternatives before using it.

Strengths

  • Permissive licence (MIT)

Limitations

  • No commit for 16 months
  • Install from source

Avoid if…

  • Production use without reviewing the code

Frequently asked questions

How do I install Bundler MCP?

No package is declared in the MCP registry: clone the subelsky/bundler_mcp repository, follow its README, then declare the start command in your client's MCP configuration.

Is Bundler MCP free?

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

Is Bundler MCP safe?

Points to watch: maintenance. Give it minimum rights and approve sensitive actions.

Is it an official server?

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

What are the alternatives to Bundler MCP?

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

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