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Data science and visualization · MCP server

Calculator server: MCP server, setup and security

Calculator server is an MCP server published on GitHub that lets an AI agent perform arithmetic advanced mathematics statistical analysis unit conversions and financial calculations. Its repository has 7 stars and its last commit is from September 19, 2025, but it declares no licence.

Score
15/100
Adoption (stars) 8/40
Maintenance 2/30
Framework (licence, registry, official) 5/30
Inactive for over a yearNo licence

What Calculator server does

According to its repository: “Mathematical computations: basic arithmetic, advanced functions, statistical analysis, unit conversions and financial calculations.”

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. Calculator server is listed under Data science and visualization, a category of 48 servers in the directory, where it ranks #43 by stars.

Topics declared by the repository: calculator, calculator-mcp, mcp-calculator, mcp-calculator-server, portfolio-project.

Installing and connecting Calculator server

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: Go.

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 Calculator server:

  • No licence: without a licence the code is not legally reusable, even if it is public. Avoid it in a company setting without the author's agreement.
  • Maintenance: no commit for 13 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 September 9, 2025, the avisangle/calculator-server repository has 7 stars and 4 forks, with 1 open issues. It has more stars than 19% of the servers in the directory. Last change 13 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 : 2.4K2.4KCalculator serverCalculator server : 77
GitHub stars of the most followed servers in the category (log scale); Calculator server in orange. Checked October 25, 2026.

Verdict

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

Limitations

  • No commit for 13 months
  • No licence declared
  • Few visible users
  • Install from source

Avoid if…

  • Company use without the author's agreement
  • Production use without reviewing the code

Frequently asked questions

How do I install Calculator server?

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

Is Calculator server free?

The code is public but has no declared licence: it is not formally free to reuse.

Is Calculator server safe?

Points to watch: no licence and maintenance. Give it minimum rights and approve sensitive actions.

Is it an official server?

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

What are the alternatives to Calculator server?

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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