asinha07/spoor
by Various
What changed, and where did it start? A read-only MCP server and CLI that ranks changes across metrics, logs and traces and tells causes from echoes.
MCP
asinha07/spoor
Added 18 Oct 2026
Overview
A read-only MCP server and CLI that ranks changes across metrics, logs, and traces. It helps distinguish root causes from echo effects by analyzing telemetry signals. Written in Go, it provides a command-line interface and a Model Context Protocol server for integration with AI tools.
Best for
Best for
Developers and SREs debugging root causes across telemetry signals
Use cases
- Rank changes across metrics, logs, and traces
- Identify root causes vs. echo effects in telemetry
- Integrate with AI assistants via MCP server
Notes
0 stars on GitHub. Last updated 2026-10-16. Licensed Apache-2.0.
Pros
- Read-only design prevents accidental side effects
- Combines multiple telemetry signals into one ranking
- Offers both CLI and MCP server interfaces
Cons
- Early-stage project with no stars or community traction
- Read-only means it cannot apply fixes or changes
- Requires setup and integration with existing telemetry sources
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