Frequently Asked Questions

Everything you need to know about using MCPCalc, embedding calculators, and connecting with AI assistants.

Embedding

How can I embed a calculator on my website?
Every calculator, the CAS workspace, and the spreadsheet have an “Embed” button that generates a ready-to-use HTML <iframe> snippet. Copy the snippet and paste it into your website’s HTML. The embedded calculator is fully interactive and works on any page that supports iframes.
Can I customize the look of embedded calculators?
The embed snippet includes width and height attributes you can adjust to fit your layout. The embedded view uses a clean, minimal style that blends well with most sites. You can also wrap the iframe in your own container to add borders, shadows, or other styling.
If I embed my calculator on my website can I include prefilled data?
Yes. When you open the Embed dialog, check the box to include your current data — whether that’s the transcript in the CAS workspace, cell data in the spreadsheet, or form field values. The generated embed snippet will load with your data prefilled so visitors see it right away.

Sharing & Collaboration

How can I share a calculator with a friend?
Use the “Share” button on any calculator to generate a link that captures your current inputs and results. Anyone who opens the link will see the same pre-filled calculator, ready to use or modify.
How do I collaborate on a calculator or workspace with Claude or ChatGPT?
When your AI assistant has the MCPCalc MCP server installed, it can create a live session for any calculator or workspace. The assistant fills in values and runs computations, and you see the results update in real time in your browser. You can also make changes in the browser that the assistant can read back.
Can Claude or ChatGPT read from my shared calculator session?
Yes. Once a session is created, the AI assistant can call get_session_state to read the current field values, computation transcript, and any changes you’ve made in the browser. This enables true two-way collaboration.

MCP Server & AI Integration

What is the MCP Server and how does it work?
The MCP (Model Context Protocol) server lets AI assistants use MCPCalc’s calculators as tools. It exposes a JSON-RPC API that assistants can call to list calculators, run computations, create interactive sessions, and more — all without leaving the conversation.
What are some examples of things I can do with the MCP Server?
  • Ask your AI assistant to calculate a mortgage payment and get back exact numbers.
  • Have the assistant open a live spreadsheet session, populate it with data, and share the link with you.
  • Run symbolic math expressions through the CAS workspace from a chat conversation.
  • Generate pre-filled calculator links to share with others.
Which AI assistants support MCPCalc?
Any assistant that supports the Model Context Protocol can connect to MCPCalc. This includes Claude (via Claude Desktop and Claude Code), ChatGPT (via plugin/MCP bridge), Cursor, Ollama, LM Studio, and others. See the Install page for setup guides.
How do I install the MCP Server for my AI assistant?
Visit the Install page for step-by-step setup instructions for each supported assistant. Most setups only require adding a short JSON config snippet.

Calculators & Workspace

What types of calculators does MCPCalc offer?
MCPCalc includes over 200 specialized calculators across finance, construction, health, math, science, and more. Each calculator has validated inputs, clear results, and can be used directly in the browser, embedded on other sites, or accessed by AI assistants through the MCP server.
What can I do with the Math Workspace (CAS)?
The Computer Algebra System workspace at /math/cas supports symbolic and numeric math — simplify expressions, solve equations, differentiate, integrate, plot functions, and more. It uses Math.js and Nerdamer under the hood with LaTeX-rendered output.
What does the Name input field do on the CAS workspace?
The Name field sets the label shown next to your entries in the transcript. When you share a session and collaborate with others or with an AI assistant, each participant’s contributions are tagged with their name so you can tell who entered what. Your name is saved in your browser for future visits.
What can I do with the Spreadsheet Calculator?
The Spreadsheet Calculator gives you a grid-based workspace with formula support, CSV import/export, and column formatting. It’s great for data analysis, budgeting, or any task that benefits from a spreadsheet layout.