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Einfach-MCP-Build
Dies ist ein einfaches MCP -Server -Framework, mit dem Daten durch ein strukturiertes Messaging -Protokoll weitergeleitet werden können, die eine nahtlose Kommunikation zwischen Clients und Servern ermöglichen. Es unterstützt den effizienten Datenaustausch, die Echtzeitverarbeitung und die anpassbaren Erweiterungen für verschiedene Anwendungen, um die Skalierbarkeit und Zuverlässigkeit in verschiedenen Umgebungen zu gewährleisten.
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Model Context Protocal (MCP) Implementation
This repository includes the Model Context Protocol (MCP) framework that ClimateGPT Team 1 is developing.
📂 Project Structure
/mcp-framework ├── modules/ # Core MCP components │ ├── context_manager.py # Stores execution context memory │ ├── data_loader.py # Handles dataset loading │ ├── query_manager.py # Routes queries dynamically │ ├── pipeline_manager.py # Executes MCP steps ├── models/ # Test EDA / initial models for MCP framework checking │ ├── scenario_projection.py # Temp trend analysis │ ├── temperature_trends.py # Climate scenario projections │ ├── Model3.py # Model 3 ├── config/ # Configuration settings │ ├── config.yaml # Defines dataset paths and pipeline steps ├── logs/ # Execution logs │ ├── mcp_execution.log ├── tests/ # Unit tests for MCP validation ├── main.py # Entry point for MCP execution ├── requirements.txt # Python dependencies ├── README.md # Project documentation
How to run MCP Framework
-
Clone the repository (if not already cloned):
git clone https://github.com/ newsconsole/GMU_DAEN_2025_01_A.git
-
Switch to the ClimateGPT Team 1 Branch:
git checkout ClimateGPT_Team1
-
Make sure to set up venv (Virtual Env)
1. python -m venv venv 2. venv\Scripts\Activate
-
Install dependencies (requirements.txt):
pip install -r requirements.txt
-
Run the MCP Pipeline
python main.py
Configuration & Execution
- The MCP pipeline is dynamically controlled by
config/config.yaml
which defines the datasets and pipeline steps - Logs are stored in
logs/mcp_execution.log
for debugging and tracking execution results
Recent Updates
- Implemented initial MCP Framework with modular design
- Added dynamiic query routing & context memory
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Reviews

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