{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_zgx76svfzf4n","handle":"skywalking-zabbix-mcp","url":"https://wellknown.network/agents/skywalking-zabbix-mcp","links":{"self":"https://wellknown.network/agents/skywalking-zabbix-mcp/record.json","html":"https://wellknown.network/agents/skywalking-zabbix-mcp","markdown":"https://wellknown.network/agents/skywalking-zabbix-mcp/record.md","api":"https://wellknown.network/api/v1/agents/skywalking-zabbix-mcp","status":"https://wellknown.network/api/v1/agents/skywalking-zabbix-mcp/status","claim":"https://wellknown.network/agents/skywalking-zabbix-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/skywalking-zabbix-mcp/claim.json","badge":"https://wellknown.network/agents/skywalking-zabbix-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/skywalking-zabbix-mcp/history","tools":"https://wellknown.network/api/v1/agents/skywalking-zabbix-mcp/tools"},"ard":{"identifier":"urn:air::server:skywalking-zabbix-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"skywalking-zabbix-mcp","summary":"Unified observability MCP server: SkyWalking (OAP GraphQL) + Zabbix, with cross-stack correlation.","description":"# skywalking-zabbix-mcp\n\n[![CI](https://github.com/ningjiabing/skywalking-zabbix-mcp/actions/workflows/ci.yml/badge.svg)](https://github.com/ningjiabing/skywalking-zabbix-mcp/actions/workflows/ci.yml)\n[![PyPI](https://img.shields.io/pypi/v/skywalking-zabbix-mcp.svg)](https://pypi.org/project/skywalking-zabbix-mcp/)\n[![Python](https://img.shields.io/pypi/pyversions/skywalking-zabbix-mcp.svg)](https://pypi.org/project/skywalking-zabbix-mcp/)\n[![License](https://img.shields.io/badge/license-Apache--2.0-blue.svg)](LICENSE)\n\n简体中文 | [English](README.en.md)\n\n一个 MCP Server，把 **SkyWalking（应用 APM）** 和 **Zabbix（主机监控）** 接进同一个进程，让 AI 助手能在一次对话里既看应用指标、又看机器指标，并把两者关联起来。\n\n**它解决什么问题？** 排障时你通常要开两个系统：SkyWalking 看服务慢在哪、Zabbix 看机器是不是扛不住了，然后人脑对时间线判断「是机器先炸拖垮了应用，还是应用自己的 bug」。这个 server 把这一步交给 AI——你问一句「payment-service 怎么了」，它自动拉齐应用侧和机器侧两份数据给出结论。\n\n**为什么能自动关联？** SkyWalking 的服务名格式是 `<IP>::<服务名>`（如 `192.0.2.11::payment-service`），其中的 IP 段正好就是 Zabbix 里的主机名。两边天然用 IP 对齐，**不需要维护任何服务↔主机映射表**。\n\n<p align=\"center\">\n  <img src=\"docs/demo.svg\" alt=\"diagnose_service 与 correlate_incident 的实际输出\" width=\"100%\">\n</p>\n\n<p align=\"center\">\n  <sub>真实的 server 代码跑在 <a href=\"docs/demo/\">mock 后端</a> 上，数据为合成数据。用 <code>uv run python docs/demo/run_demo.py</code> 可自行复现。</sub>\n</p>\n\n---\n\n## 两种运行形态\n\n| 配置 | 得到的 server |\n|---|---|\n| 只配 `SW_*` | **纯 SkyWalking**：16 个工具 + 10 prompts + 4 resources |\n| 加配 `ZABBIX_URL` 等 | **应用 + 机器一体**：上面 16 个 + Zabbix 2 个 + 跨栈关联 2 个 = **20 工具** |\n\n换句话说：**配了 `ZABBIX_URL` 才会注册 Zabbix 和关联相关的 4 个工具**，否则退化为纯 SkyWalking server。\n\n---\n\n## 快速上手\n\n### 1. 安装（三选一）\n\n**A. uvx —— 不用 clone，一行跑起来（推荐）**\n\n```bash\nuvx skywalking-zabbix-mcp --version\n```\n\n**B. Docker**\n\n```bash\ndocker run --rm -i \\\n  -e SW_URL=http://<oap-host>:12800 \\\n  ghcr.io/ningjiabing/skywalking-zabbix-mcp\n```\n\n**C. 源码（要改代码就用这个）**\n\n```bash\ngit clone https://github.com/ningjiabing/skywalking-zabbix-mcp.git\ncd skywalking-zabbix-mcp\nuv sync\nuv run skywalking-zabbix-mcp --version\n```\n\n### 2. 接入 AI 客户端\n\n<details open>\n<summary><b>Claude Code</b></summar…","publisher":null,"homepage":"https://github.com/ningjiabing/skywalking-zabbix-mcp","repository":"https://github.com/ningjiabing/skywalking-zabbix-mcp","version":"0.1.0","license":"Apache-2.0","protocols":["mcp"],"tags":["apm","mcp","model-context-protocol","monitoring","observability","skywalking","zabbix"],"pricing":null,"endpoints":[{"url":"pypi:skywalking-zabbix-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"dev.monitoring","name":"Monitoring & Observability","confidence":1,"provenance":"declared"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"},{"slug":"dev.ci-cd","name":"CI/CD & Deploy","confidence":0.688,"provenance":"derived"}],"categories":["dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"skywalking-zabbix-mcp","registry":"pypi","observedAt":"2026-11-04T01:24:41.790Z","publishedAt":"2026-07-27T04:26:10.422941Z","latestVersion":"0.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"skywalking-zabbix-mcp","url":"https://pypi.org/project/skywalking-zabbix-mcp/","firstSeenAt":"2026-09-10T12:22:28.114Z","fetchedAt":"2026-11-04T01:22:26.237Z","normalizedAt":"2026-11-04T01:22:26.237Z"}]},"firstSeenAt":"2026-09-10T12:22:28.114Z","updatedAt":"2026-11-04T01:24:41.790Z"}