microsoft/agora-workbench

agora-workbench

Drive Agora Workbench MCP servers — any server that exposes an execute_*_code tool — by writing Python that runs inside the server's persistent kernel, where its tools and libraries already live. Activate whenever an execute_*_code tool is connected and the…

原文语言：英语

artifacts

Fetch data assets into the kernel, transfer Python objects between servers, and publish output files to the user. Activate when working with data files, cross-server data movement, or when the user asks for downloads or exports.

原文语言：英语

async-execution

Run long-running or parallel code asynchronously. Activate when code will take more than 30 seconds, when processing many independent inputs, or when the user asks to run something in the background.

原文语言：英语

workflow-planning

Plan and navigate multi-step domain workflows using the state graph. Activate when a task involves ordered tool dependencies, multiple state transitions, or when unsure which tool to call next in a domain sequence.

原文语言：英语

chemistry-rdkit

Molecular analysis and cheminformatics using RDKit — SMILES handling, descriptor calculation, fingerprints, substructure search, similarity, clustering, and drug-likeness screening via domain tools and the execute_chemistry_code tool.

原文语言：英语

earthscience-stac

How to find and load data from Microsoft Planetary Computer (STAC) inside execute_earthscience_code.

原文语言：英语

energysystems-pypsa

Power system modeling and analysis with PyPSA inside execute_energysystems_code — network setup, components, power flow, optimal dispatch, capacity expansion, cost and topology analysis. Covers PyPSA conventions and the gotchas that cause silently wrong…

原文语言：英语