otel-server

概述

otel-server是一个智能的模型上下文协议服务器，使自主AI代理能够充当站点可靠性工程师。它通过允许LLM发现Docker容器、监控资源利用率、跟踪日志和通过Jaeger探索OpenTelemetry分布式跟踪，将静态代码分析与运行时可观测性结合起来。该服务器包含强大的安全功能，如PII脱敏、上下文窗口保护和API错误的优雅降级。

试试问 AI

装完之后，这里有 5 个你可以让 AI 做的事：

• list_containers

  Discovers local Docker containers by name or status.

  试试:List all running containers试试:Show me stopped containers试试:Find containers by name pattern
• get_container_status

  Returns container state, health status, exit codes, and restart loops.

  试试:Check status of webapp container试试:Get health status of database container试试:Why did my container exit?
• get_container_stats

  Captures CPU, Memory, and I/O snapshots with warnings for high memory usage.

  试试:Show resource usage of all containers试试:Check memory stats for the nginx container试试:Is any container at risk of OOM?
• fetch_logs

  Tails container logs with ANSI stripping, grep filtering, and time-range navigation.

  试试:Get last 100 logs from app container试试:Find error logs from the last hour试试:Follow logs from the database service
• search_error_traces

  Queries Jaeger for traces flagged with errors within a specific timeframe.

  试试:Find traces with errors in the last 30 minutes试试:Search for payment failures in traces试试:Get error traces from yesterday
• get_trace_tree

  Recursively builds and formats a distributed trace into a readable Markdown list.

  试试:Show trace tree for transaction ID abc123试试:Visualize the slow payment trace试试:Get details on the failed API call trace

可对比工具

安装

git clone https://github.com/cruz-andr/otel-server.git
cd otel-server
npm install
npm run build

{
  "mcpServers": {
    "otel-server": {
      "command": "node",
      "args": ["/absolute/path/to/otel-server/build/index.js"]
    }
  }
}

claude mcp add --transport http otel-server https://otel-server.fly.dev/mcp

FAQ

这个服务器是否需要本地Docker安装？

是的，服务器需要本地运行的Docker并具有socket访问权限（默认在/var/run/docker.sock）。

服务器如何处理敏感数据？

服务器在向LLM返回数据前会自动脱敏PII和凭证，包括JWT、Bearer令牌、电子邮件和信用卡信息。

otel-server 对比