Monitoring & Observability

Unified Oracle Database Observability MCP server

OCI Application Performance Monitoring MCP server

OCI APM Availability Monitoring MCP server

Model Context Protocol (MCP) server for ManageEngine OpManager API integration

MCP server for querying OpenTelemetry traces from LLM applications with Opentelemetry support

MCP server + Colab backend for mechanistic interpretability research. Bring-your-own-agent. Privacy-first.

MCP server for OpenClaw deployment health: gateway, resources, errors, skills, upgrades, disk.

Official Model Context Protocol (MCP) server for the Omium platform.

Official Model Context Protocol (MCP) server for the Omium platform.

OkOvia MCP server — query your AI cost, margin, and reliability from any MCP client (Claude Desktop, Claude Code, …) in natural language.

Read-only OctoWatch DLP Cloud MCP: risks, idle time, productivity, monitoring.

Add OpenTelemetry tracing to Python AI agents. Supports LangGraph, LlamaIndex, CrewAI, OpenAI SDK.

Observatory SDK for MCP server analytics and monitoring - Add comprehensive observability to your MCP servers with just 2 lines of code

OBDiag MCP Server - Model Context Protocol server for OceanBase Diagnostic Tool

Read-only Apache NiFi, ClickHouse and Kafka access with OIDC, audit and secret masking

News monitoring via WorldNewsAPI: search, sentiment, headlines, trends, alerts (Swiss default)

🔥 舆情大数据 MCP 服务 - 企业舆情监控、情感分析和新闻舆情查询

New Relic MCP Server - Model Context Protocol server for New Relic APIs

MCP Server for the AI Control Plane — gives AI editors live access to endpoint configs, metrics, and SDK docs

Network MCP Server for AI Agents - Connectivity testing and pcap analysis