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…

Quellsprache: Englisch

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.

Quellsprache: Englisch

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.

Quellsprache: Englisch

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.

Quellsprache: Englisch

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.

Quellsprache: Englisch

earthscience-stac

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

Quellsprache: Englisch

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…

Quellsprache: Englisch