Learn_MCP Math Server
Manages environment variables for the MCP server, specifically handling API key storage for external services like GROQ
Used for implementing the MCP server interface through the langchain_mcp_adapters.fastapi module
Enables integration with LangChain, allowing the math server to be used as a tool within LangChain workflows for mathematical operations
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@Learn_MCP Math Serversolve 2x + 5 = 15 for x"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
Project Setup Guide
This guide will help you set up and run the Learn_MCP project, which demonstrates using a Model Context Protocol (MCP) math server with LangChain.
Prerequisites
Python 3.8 or higher (recommended: use a virtual environment)
uv (a fast Python package manager)
A valid GROQ API key (for ChatGroq)
Related MCP server: MCP Calculator Server
1. Clone the Repository
git clone <your-repo-url>
cd mathServer-FastMCP2. Create and Activate a Virtual Environment (optional but recommended)
python -m venv .venv
# On Windows:
.venv\Scripts\activate
# On macOS/Linux:
source .venv/bin/activate3. Install Dependencies with uv
uv pip install -r requirements.txtOr, to use the lockfile (if present):
uv pip sync uv.lock4. Set Up Environment Variables
Create a .env file in the project root with your GROQ API key:
GROQ_API_KEY=your_groq_api_key_here5. Run the Math Server
The math server will be started automatically by the client script as a subprocess (mathserver.py). You do not need to start it manually.
6. Run the Client
uv pip run python client.pyOr simply:
python client.py7. Troubleshooting
If you see
ImportError: langchain_mcp_adapters.fastapi could not be resolved, ensure the package is installed or available in your environment.If you get errors about missing modules, check your
requirements.txtand install any missing dependencies.Make sure your
.envfile is present and contains a validGROQ_API_KEY.
8. Project Structure
client.py— Main client that connects to the math MCP servermathserver.py— Math MCP server (started by the client)requirements.txt— Python dependencies.env— Environment variables (not committed to version control)
Feel free to update this README with additional details as your project evolves.
This server cannot be deployed
Maintenance
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