MCP Server and Tools
@pratik2374
About MCP Server and Tools
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Config
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Overview
What is MCP Server and Tools?
MCP Server and Tools bridges large language models (LLMs) with real‑world data, databases, and current news using the Educhain library. It enables AI assistants like Claude Desktop to run educational generators for MCQs, lesson plans, and flashcards.
How to use MCP Server and Tools?
Install the Educhain library and configure a Groq API key (open‑source models are used by default). Run main.py; the server communicates via STDIO. Tools are initialized as asynchronous functions with docstrings so the LLM can select the right tool automatically.
Key features of MCP Server and Tools
- Acts as a bridge between LLMs and external data sources
- Provides real‑time access to databases, news, and dynamic information
- Built‑in MCQ, lesson plan, and flashcard generators
- Supports optional extra instructions to guide content generation
- Uses Groq API and open‑source models (flexible to other LLMs)
- Runs on the lightweight, standardized Model Context Protocol (MCP)
Use cases of MCP Server and Tools
- AI assistants (e.g., Claude Desktop) generate on‑demand MCQs for quizzes
- Teachers receive structured lesson plans tailored to specific topics
- Students create flashcards for effective revision sessions
FAQ from MCP Server and Tools
What is the Educhain library and why is it needed?
Educhain is the core library used to build the MCP server and tools. It provides the functions for generating educational content such as MCQs, lesson plans, and flashcards.
Which LLM models are used and do I need an API key?
The project currently relies on the Groq API and open‑source models, but you can swap to any LLM. You must set up a valid Groq API key for the tools to work.
What transport protocol does the MCP server use?
MCP runs on STDIO — standardized input is given to the server and it returns standardized output, all managed by a client like Claude Desktop.
Where are the output files saved?
Generated outputs (images and PDFs) are stored in the Response folder within the project directory.
How can I get support or ask questions?
For questions or support, contact the maintainer at [[email protected]].
Frequently asked questions
What is the Educhain library and why is it needed?
Educhain is the core library used to build the MCP server and tools. It provides the functions for generating educational content such as MCQs, lesson plans, and flashcards.
Which LLM models are used and do I need an API key?
The project currently relies on the Groq API and open‑source models, but you can swap to any LLM. You must set up a valid Groq API key for the tools to work.
What transport protocol does the MCP server use?
MCP runs on STDIO — standardized input is given to the server and it returns standardized output, all managed by a client like Claude Desktop.
Where are the output files saved?
Generated outputs (images and PDFs) are stored in the `Response` folder within the project directory.
How can I get support or ask questions?
For questions or support, contact the maintainer at [[email protected]].
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