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Trim the GalaxyAI and MCP highlights to match the house length
The two sections I just added ran about twice as long as the others -- 163 and 144 words against a 71-98 range for the existing five, with individual bullets averaging 20-24 words instead of 12-16. Reads bloated next to its neighbours. Tightened both without dropping anything real. The agent-attribution claim moves out of the overstuffed "specialized agents" bullet and into the closing line, where it sits better anyway.
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@@ -33,15 +33,15 @@ Galaxy Notebooks make it easy to capture, share, and reproduce the full story be
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GalaxyAI: Specialized Agents and Context-Aware Help
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---------------------------------------------------
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GalaxyAI now knows where you are and hands your question to the right specialist.
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GalaxyAI now knows where you are and routes your question to the right specialist.
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- **Context-aware panel**. A persistent, dockable assistant that knows which tool form, job, history, or notebook you are looking at.
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- **Specialized agents**. Questions are routed to purpose-built agents for job error analysis, tool recommendations, Galaxy Training Network tutorials, and community workflows from the IWC, and each answer is labeled with the agent that produced it.
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- **Asks instead of guessing**. When a request is ambiguous, GalaxyAI asks a clarifying question with quick replies rather than picking an interpretation for you.
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- **Report drafting**. Generate a first draft of a workflow invocation report directly from the run.
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- **Safer custom tools**. The custom tool agent resolves verified containers instead of inventing one, and validates the tool definition before you save it.
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- **Context-aware panel**. A dockable assistant that knows which tool form, job, history, or notebook you are viewing.
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- **Specialized agents**. Purpose-built agents for error analysis, tool recommendations, GTN tutorials, and IWC workflows.
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- **Asks instead of guessing**. Ambiguous requests get a clarifying question with quick replies.
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- **Report drafting**. Draft a workflow invocation report from the run itself.
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- **Safer custom tools**. The custom tool agent resolves verified containers rather than inventing one.
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Galaxy 26.0 introduced the assistant; 26.1 makes it context-aware, specialized, and honest about what it does not know.
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Each answer is labeled with the agent that produced it.
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[`#22096 <https://github.com/galaxyproject/galaxy/pull/22096>`__]
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[`#22097 <https://github.com/galaxyproject/galaxy/pull/22097>`__]
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[`#22791 <https://github.com/galaxyproject/galaxy/pull/22791>`__]
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@@ -53,13 +53,13 @@ Connect Your Own AI Tools with MCP
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Galaxy now speaks the Model Context Protocol, so AI clients outside Galaxy can work with your data.
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- **Bring your own client**. Any MCP-compatible client, whether a desktop assistant, an IDE, or an agent you wrote yourself, can connect to a Galaxy server.
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- **Real Galaxy operations**. Search tools, inspect histories and datasets, run tools, import and invoke workflows, and monitor jobs.
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- **Bring your own client**. Any MCP-compatible client can connect to a Galaxy server.
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- **Real Galaxy operations**. Search and run tools, inspect histories and datasets, invoke workflows, and monitor jobs.
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- **Community workflows**. Find and import vetted Interactive Workflow Composer (IWC) workflows without leaving your client.
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- **The same rules as any client**. External agents route through Galaxy's existing service layer, inheriting the same authorization, validation, and operational limits as any other Galaxy client.
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- **Administrator opt-in**. The MCP server is disabled by default and enabled with ``enable_mcp_server``.
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- **Same rules as any client**. External agents route through Galaxy's service layer, inheriting the same authorization and validation.
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- **Administrator opt-in**. Disabled by default; enabled with ``enable_mcp_server``.
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The same operations layer powers GalaxyAI inside the application, so the in-app and external experiences stay in step.
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The same operations layer powers GalaxyAI in the application, so both surfaces stay in step.
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[`#21942 <https://github.com/galaxyproject/galaxy/pull/21942>`__]
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[`#22626 <https://github.com/galaxyproject/galaxy/pull/22626>`__]
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[`#22906 <https://github.com/galaxyproject/galaxy/pull/22906>`__]
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