- Conduid
- Marketplace
- #root-cause-analysis
MCP servers tagged root-cause-analysis
11 live MCP servers tagged "root-cause-analysis", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with root-cause-analysis.
Deepticket
支持对接内部系统的 AI 排障工作台：通过 HTTP API / Webhook 接入工单与告警系统，串联代码、日志、配置和 Agent，并提供面向产品、运营、客服的 Web 自助分析页面。
Rescueloop
Local-first observability and safe recovery for macOS and Windows. See what broke, review the fix, verify the result, and roll back safely.
Thinking Protocol MCP
MCP Server for 6-stage Thinking Protocol Framework
AgentOps Center
Open-source AI Operations platform for multi-agent systems featuring OpenTelemetry instrumentation, SigNoz observability, MCP-powered diagnostics, chaos engineering, workflow repl…
Froggy Sre
MCP-based SRE incident response agent for macOS. Feed a Kubernetes alert → get root cause, fix, and risk in one tool call. Native Swift, on-device LLM by default.
Metric Shift MCP Server
MCP server that answers "sales dropped since last week — where?" Localizes which attribute combinations explain a metric shift. Offline, no API key.
Opsagent
AI-powered CI/CD failure first responder - from red pipeline to root cause in seconds
Tracebench
RCAgentBench: a benchmark measuring how tool design and agent instructions affect LLM agents doing root cause analysis on distributed traces.
Bayescausal
Calibrated incident root cause inference for TypeScript: declarative Bayesian networks with exact and approximate inference and the do-operator, zero runtime dependencies.
K8s Rca MCP Server
Read-only MCP tools and reproducible scenarios for Kubernetes root-cause analysis
AI Incident Monitoring Rca Agent
Autonomous Level-1 SRE Incident Triage Agent built with LangGraph, FastMCP, and FastAPI. Evaluated on 30 golden incidents with 100% verified RCA and 0.0823 ECE.