8000 feat(copilot): implement MCP result processing by ysfscream · Pull Request #1906 · emqx/MQTTX · GitHub
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feat(copilot): implement MCP result processing #1906

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Merged
merged 1 commit into from
Mar 24, 2025
Merged

feat(copilot): implement MCP result processing #1906

merged 1 commit into from
Mar 24, 2025

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PR Checklist

If you have any questions, you can refer to the Contributing Guide

What is the current behavior?

After executing an MCP call, the system only displays the raw results without further analysis. This requires users to interpret the data themselves, which can be challenging for complex results.

Issue Number

What is the new behavior?

Implemented Chat Loop functionality according to MCP documentation. After executing an MCP call, the AI model now analyzes the results, providing users with more meaningful insights and interpretations. The implementation:

  • Adds a conversation loop that processes MCP results using the AI model
  • Includes proper stopping conditions using the "[DONE]" marker
  • Cleans up the presentation by removing technical markers from the final output
  • Improves user experience by providing analyzed data in a clear, structured format
image

Does this PR introduce a breaking change?

  • Yes
  • No

Specific Instructions

When reviewing, please test the MCP result analysis functionality by:

  1. Executing various MCP calls with different data sizes
  2. Verifying that the analysis is properly formatted and markers are removed
  3. Confirming the chat loop terminates correctly

Other information

This enhancement significantly improves the user experience by leveraging the AI's analytical capabilities to provide more valuable insights from MCP operation results.

@ysfscream ysfscream added enhancement New feature or request feature This pr is a feature desktop MQTTX Desktop labels Mar 21, 2025
@ysfscream ysfscream added this to the v1.12.0 milestone Mar 21, 2025
@ysfscream ysfscream requested a review from Red-Asuka March 21, 2025 16:13
@ysfscream ysfscream self-assigned this Mar 21, 2025
@ysfscream ysfscream added this to MQTTX Mar 21, 2025
@github-project-automation github-project-automation bot moved this to In Progress in MQTTX Mar 24, 2025
@Red-Asuka Red-Asuka merged commit fc38aab into main Mar 24, 2025
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@github-project-automation github-project-automation bot moved this from In Progress to Done in MQTTX Mar 24, 2025
@Red-Asuka Red-Asuka deleted the ysf/desktop branch March 24, 2025 01:31
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