alibabacloud-observability-mcp-server

mcp-grafana

3.8

by grafana

A Model Context Protocol (MCP) server for Grafana providing access to your Grafana instance and its ecosystem.

kubectl-mcp-server

3.7

by rohitg00

Kubectl MCP Server is a Model Context Protocol server for Kubernetes, enabling AI assistants to interact with Kubernetes clusters using natural language.

LitterBox

3.7

by BlackSnufkin

LitterBox is a controlled sandbox environment for security professionals to develop and test payloads, offering advanced analysis capabilities.

mcp-jfrog

3.6

by jfrog

Model Context Protocol (MCP) Server for the JFrog Platform API, enabling repository management, build tracking, release lifecycle management, and more.

logfire-mcp

3.6

by pydantic

Logfire MCP Server is a Model Context Protocol server that allows LLMs to access and analyze OpenTelemetry traces and metrics sent to Logfire.

datadog-mcp-server

3.5

by GeLi2001

A Model Context Protocol (MCP) server for interacting with the Datadog API.

mcp-monitor

3.5

by seekrays

A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP), allowing LLMs to retrieve real-time system information.

jvm-mcp-server

3.5

by xzq-xu

A JVM monitoring MCP server implementation based on Arthas, providing a simple and easy-to-use Python interface for monitoring and analyzing Java processes.

vercel-mcp-server

3.5

by Quegenx

A powerful Model Context Protocol (MCP) server for managing Vercel deployments with comprehensive features.

esxi-mcp-server

3.5

by bright8192

A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management.

honeycomb-mcp

3.5

by honeycombio

Honeycomb MCP is a Model Context Protocol server designed for interacting with Honeycomb observability data, enabling LLMs to analyze and query datasets across multiple environments.

ops-mcp-server

3.5

by Heht571

ops-mcp-server is an AI-driven IT operations platform that integrates LLMs and MCP architecture for intelligent monitoring and anomaly detection.

mcp-architect

3.4

by squirrelogic

A Model Context Protocol server that provides comprehensive architectural expertise through specialized agents, resources, and tools.

ESP32MCPServer

3.4

by navado

A Model Context Protocol (MCP) implementation for ESP32 microcontrollers, providing a WebSocket-based interface for resource discovery and monitoring.

bugsnag-mcp

3.4

by tgeselle

A Model Context Protocol (MCP) server for interacting with Bugsnag, allowing LLM tools to investigate and resolve issues.

mcp-server-raygun

3.4

by MindscapeHQ

MCP Server for Raygun's API V3 endpoints for interacting with Crash Reporting and Real User Monitoring applications.

mcp-server-kibana

3.4

by TocharianOU

A Kibana MCP server implementation that allows any MCP-compatible client to access your Kibana instance via natural language or programmatic requests.

k8s-ai

3.4

by hariohmprasath

AI-Powered Kubernetes Management (MCP + Agent)

rollbar-mcp-server

3.4

by rollbar

A Model Context Protocol (MCP) server for Rollbar, currently in pre-release, alpha quality, and under active development.

mcp-collection

3.4

by didlawowo

A Python-based tool to interact with Datadog API and fetch monitoring data from your infrastructure.

reportportal-mcp-server

3.4

by reportportal

The ReportPortal MCP Server allows users to interact with ReportPortal directly from chat interfaces like GitHub Copilot or Claude to query and analyze test execution results.

yunxin-mcp-server

3.3

by netease-im

yunxin-mcp-server is designed for Yunxin customers who wish to leverage large models to handle IM/RTC functionalities and data.

groundlight-mcp-server

3.3

by groundlight

A Model Context Protocol (MCP) server for interacting with Groundlight. This server provides tools to create and list both Detectors and ImageQueries.

linode-mcp-server

3.3

by takashito

An MCP server that connects AI Assistants to Linode cloud infrastructure for managing resources through natural conversation.

digma-mcp-server

3.3

by digma-ai

A Model Context Protocol (MCP) server implementation for enabling agents to access observability insights using Digma for code observability and dynamic code analysis.

querypie-mcp-server

3.3

by querypie

The MCP server for QueryPie allows administrators to manage and monitor their QueryPie environment effectively.

nr-mcp

3.3

by ducduyn31

nr-mcp is a server that allows AI agents to query New Relic for debugging incidents.