apache/skywalking-mcp
Apache SkyWalking MCP Server
This project provides a way to connect AI agents to the SkyWalking application performance monitoring (APM) system. It takes commands or queries from an AI agent and translates them into requests for SkyWalking OAP data. This allows AI agents to retrieve and analyze performance metrics, traces, logs, and topology information from your microservices, cloud-native, and container-based applications. Site reliability engineers, DevOps engineers, and AI developers building intelligent assistants for observability would use this.
Use this if you want to enable an AI agent or intelligent assistant to programmatically query and interact with your SkyWalking APM data to gain insights into application performance and health.
Not ideal if you are looking for a standalone APM system or if your primary goal is manual dashboard creation and ad-hoc troubleshooting without AI integration.
Stars
17
Forks
10
Language
Go
License
Apache-2.0
Category
Last pushed
Mar 13, 2026
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/mcp/apache/skywalking-mcp"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
QuantGeekDev/mcp-framework
A framework for writing MCP (Model Context Protocol) servers in Typescript
MCPJam/inspector
Test & Debug MCP servers, ChatGPT apps, and MCP Apps (ext-apps)
arabold/docs-mcp-server
Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Tools
rohitg00/awesome-devops-mcp-servers
A curated list of awesome MCP servers focused on DevOps tools and capabilities.
stabgan/openrouter-mcp-multimodal
MCP server for OpenRouter providing text chat and image analysis tools