Improve AKS tool description#771
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JonathanCrd merged 8 commits intomicrosoft:mainfrom Oct 10, 2025
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Pull Request Overview
This PR enhances the Azure Kubernetes Service (AKS) tool descriptions to improve LLM selection accuracy. The changes focus on making the descriptions more specific about what the tools do and when to use them, while clearly differentiating them from Kubernetes-native operations.
- Updated AKS command descriptions to be more precise and reduce ambiguity for LLM selection
- Added clear boundaries between Azure resource management and Kubernetes cluster operations
- Enhanced the main AKS command group description to better communicate its scope and purpose
Reviewed Changes
Copilot reviewed 6 out of 7 changed files in this pull request and generated 2 comments.
Show a summary per file
| File | Description |
|---|---|
tools/Azure.Mcp.Tools.Aks/src/Commands/Nodepool/NodepoolGetCommand.cs |
Updated nodepool get command description to be more concise and specific about functionality |
tools/Azure.Mcp.Tools.Aks/src/Commands/Cluster/ClusterGetCommand.cs |
Improved cluster get command description with clearer parameter requirements and scope |
tools/Azure.Mcp.Tools.Aks/src/AksSetup.cs |
Enhanced main AKS command group description to better explain use cases and limitations |
servers/Azure.Mcp.Server/CHANGELOG.md |
Added changelog entry documenting the description improvements |
eng/tools/ToolDescriptionEvaluator/tools.json |
Updated tool descriptions in the evaluator configuration to match code changes |
eng/tools/ToolDescriptionEvaluator/prompts.json |
Added new test prompts for various Azure services (unrelated to AKS changes) |
KarishmaGhiya
approved these changes
Oct 10, 2025
colbytimm
pushed a commit
to colbytimm/microsoft-mcp
that referenced
this pull request
Dec 8, 2025
* First iteration of description enhancement * Second iteration using copilot * Third iteration with copilot * Update CHANGELOG * Improve Cluster Get command using ToolDescriptionEvaluator * Run DescriptionEvaluator tool * Ran tool description evaluator
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What does this PR do?
This PR enhances the Azure Kubernetes Service tool descriptions for better LLM selection.
GitHub issue number?
Fixes #242
Pre-merge Checklist
servers/Azure.Mcp.Server/CHANGELOG.mdand/orservers/Fabric.Mcp.Server/CHANGELOG.mdfor product changes (features, bug fixes, UI/UX, updated dependencies)servers/Azure.Mcp.Server/README.mdand/orservers/Fabric.Mcp.Server/README.mddocumentation/servers/Azure.Mcp.Server/docs/azmcp-commands.mdand/or/docs/fabric-commands.mdToolDescriptionEvaluatorand obtained a score of0.4or more and a top 3 ranking for all related test prompts/servers/Azure.Mcp.Server/docs/e2eTestPrompts.mdcrypto mining, spam, data exfiltration, etc.)/azp run mcp - pullrequest - liveto run Live Test Pipeline