MCP Server and Tools

by pratik2374

162 downloads
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Description

# MCP Server and Tools MCP(Model Context Protocol) helps you build agents and complex workflows on top of LLMs. LLMs frequently need to integrate with data and tools, and MCP provides: - We can update the LLM for current or relevant data that has not yet be known by LLM - A…

About

# MCP Server and Tools MCP(Model Context Protocol) helps you build agents and complex workflows on top of LLMs. LLMs frequently need to integrate with data and tools, and MCP provides: - We can update the LLM for current or relevant data that has not yet be known by LLM - A growing list of pre-built integrations that…

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Author
pratik2374
Downloads
162
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Other

- 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)

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.

MCP Server and Tools

MCP(Model Context Protocol) helps you build agents and complex workflows on top of LLMs. LLMs frequently need to integrate with data and tools, and MCP provides: - We can update the LLM for current or relevant data that has not yet be known by LLM - A growing list of pre-built integrations that your LLM can directly plug into. - The flexibility to switch between LLM providers and vendors. - Best practices for securing your data within your infrastructure.
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