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CodeExecutionServer for running session-isolated Python kernels with uv, conda, or pip environments.
Typed domain tool registration, searchable tool catalogs, reusable agent skills, and state-based workflow planning.
Adaptive tool execution, explicit session reconnects, persistent session state, and helpers for publishing large outputs.
Data catalogs with keyword and vector search across local files and Azure Blob Storage.
File, object, and artifact transfer between kernels, agents, and trusted peer servers.
ConnectorServer router and gateway modes for composing multiple MCP servers behind a unified endpoint.
Unified cross-server state graphs with configurable bridge edges for multi-server workflow discovery.
Sidecar process support for sharing expensive models and other process-global resources across kernel sessions.
Streamable HTTP hosting with Bearer token middleware, Azure Entra ID authentication, and no-op development auth.
agora-workbench-deploy scaffolding for Docker and Azure Container Apps deployments.
A real-time activity UI with session-grouped events, artifact previews, and output downloads.
Reference chemistry, geospatial, and energy-system servers demonstrating domain tools and skills.
Tutorials for Microsoft Agent Framework, OpenAI Agents SDK, and GitHub Copilot SDK clients.
User guides and generated API reference documentation for server construction, data access, deployment, and extension.
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