feat: add MCP friendly diagnostic APIs#3449
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Signed-off-by: adarsh0728 <gooneriitk@gmail.com>
Signed-off-by: adarsh0728 <gooneriitk@gmail.com>
adarsh0728
marked this pull request as ready for review
June 4, 2026 04:46
adarsh0728
marked this pull request as draft
June 4, 2026 04:47
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@suryapratap-01 let's think from MCP and revamped UI perspective, and take this forward. |
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I have already taken your API-first code into consideration and built MCP on top of it. I’ll do another pass to see how we can make it better for the UI as well. |
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Summary
This PR adds MCP/agent-friendly diagnostic APIs for Numaflow pipelines and mono-vertices. The goal is to expose small, typed, read-only responses that LLMs, automation tools can query directly.
Why
The existing server APIs are useful for the UI, but many of them return raw daemon/Kubernetes shapes, large resource objects, making automated debugging harder because agents first need to discover topology, correlate health/metrics/errors/events across several APIs, and normalize response formats themselves.
What Changed
Added single-purpose typed endpoints for diagnostics:
Backward Compatibility
Existing UI/raw endpoints are preserved. New fields are additive.