ErdenizUnvan/mcp_server
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The Model Context Protocol (MCP) server is designed to facilitate the integration of language models and tools for various applications, including text processing and weather information retrieval.
String Tools
Includes functionalities like counting words and capitalizing each word in a text.
Weather Temperature
Fetches the current temperature for a specific city in Celsius.
mcp_server
mcp server for string tools(count words and capitalize each word) and getting weather temperature for a specific city by celcius
python version: 3.12.9
pip install huggingface_hub
pip install transformers
pip install torch
pip install tensorflow
download facebook/bart-large-mnli model from hugginf face to your local env.:
python compare_intent_model_save.py
download nodejs: https://nodejs.org/en/download/
npv --version
pip install langchain_core
pip install --upgrade --force-reinstall langgraph
pip install langchain_mcp_adapters
pip install langchain_ollama
pip install mcp==1.6.0
pip install fastmcp
pip install uv
pip install llama_index
pip install llama-index-llms-ollama
at one terminal run:
fastmcp dev test_tools_mcp_server.py
at another teminal run:
python test_ai_agent.py
How to use: