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.
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: