pypsa-mcpCertified
4.3
PyPSA MCP is a Model Context Protocol (MCP) server for creating, analyzing, and optimizing energy system models using PyPSA (Python for Power System Analysis).
PyPSA MCP provides a bridge between Large Language Models and PyPSA, allowing you to: 1. Create and manage energy system models through natural language 2. Add network components like buses, generators, and transmission lines 3. Set up time series data for simulation 4. Run power flow and optimization calculations 5. Analyze results
Features
- Model Management: Create new PyPSA energy models, list and select from available models, export detailed model summaries, and delete models when no longer needed.
- Component Creation: Add buses, generators, loads, and other network components. Configure component parameters through natural language, modify existing components, and organize components into meaningful groups.
- Data and Simulation: Set time snapshots for simulation periods, add time series data for loads and generators, run power flow calculations, and perform optimization with various solvers and formulations.
- Results Analysis: Extract key metrics from simulation results, generate summaries of model performance, and export data for further analysis.
Tools
Model Management
Functions to create, list, delete, and export model summaries.
Component Creation
Functions to add buses, generators, loads, lines, and storage to models.
Data and Simulation
Functions to set snapshots, run power flow, and perform optimization.