Tutor Mcp

An open-source MCP server that turns any LLM into an Intelligent Tutoring System. 50 years of cognitive science, MIT licensed.

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No install snippet on purpose. A working MCP config is a command, its arguments and an environment block — the last two are where API keys live, so this catalogue never stores them and cannot publish them. Follow the link above for the authors' own instructions.

Tutor MCP is an open-source Model Context Protocol server that turns an AI assistant into an intelligent tutor. It uses the MIT license. The product is self-hostable and users own their data.

It works with Anthropic, OpenAI, Mistral, and Gemini. The product employs cognitive algorithms like BKT, FSRS, IRT, PFA, KST, and Rasch/Elo. It is free and open source forever.

The product is in alpha and welcomes community contributions.

Summary drafted from the project's own website. Every sentence is backed by text on that page and was reviewed before publishing.