by pydantic
Provides tools to retrieve, query, and visualize OpenTelemetry traces and metrics from Pydantic Logfire via a Model Context Protocol server.
by netease-im
Provides a suite of tools to access, send, query, and analyze NetEase YunXin IM and RTC data, enabling operational messaging, historical analysis, daily statistics, real‑time monitoring of online users, message volume, API/SDK usage, and RTC room quality.
by netdata
Real-time, per‑second infrastructure monitoring platform that provides instant insights, auto‑discovery, edge‑based machine‑learning anomaly detection, and lightweight visualizations without requiring complex configuration.
by msgbyte
Provides website analytics, uptime monitoring, and server status in a single self‑hosted application.
by metoro-io
Enables Claude Desktop App to retrieve Kubernetes telemetry data by exposing Metoro’s eBPF‑generated APIs to large language models.
by last9
Provides AI agents with real‑time production context—logs, metrics, and traces—through a Model Context Protocol server that can be queried from development environments.
by honeycombio
Provides a self‑hosted Model Context Protocol server that enables large language models to query and analyze Honeycomb observability data across multiple environments.
by grafana
Provides programmatic access to Grafana dashboards, datasources, alerts, incidents, and related operational data through a Model Context Protocol server, enabling AI assistants and automation tools to query and manipulate Grafana resources.
by dynatrace-oss
Provides a local server that enables real‑time interaction with the Dynatrace observability platform, exposing tools for problem retrieval, DQL execution, Slack notifications, workflow automation, and AI‑assisted troubleshooting.
by VictoriaMetrics-Community
Access VictoriaMetrics instances through Model Context Protocol, enabling AI assistants and tools to query metrics, explore labels, debug configurations, and retrieve documentation without leaving the conversational interface.
by TocharianOU
Provides natural‑language and programmatic access to Kibana APIs, enabling search, inspection and execution of Kibana endpoints from any MCP‑compatible client.
by MindscapeHQ
Provides comprehensive access to Raygun's API V3 endpoints through the Model Context Protocol, enabling crash reporting and real‑user monitoring operations from a local MCP server.
by thanhtung0201
MCP System Health Monitoring is a robust, real-time solution for comprehensive health metrics and alerts for remote Linux servers, designed for seamless integration with AI assistants like Claude.
by grafana
loki-mcp is a Go-based MCP (Model Context Protocol) server designed to integrate Grafana Loki with AI agents and other MCP-compatible clients, enabling natural language querying of log data.
by jkosik
mcp-server-splunk is a Go-based MCP (Multi-Cloud Platform) server designed for seamless integration with Splunk, enabling interaction with Splunk data and functionalities through various tools and APIs.
by jyjune
mcp_vms is a Model Context Protocol (MCP) server that connects to CCTV recording programs (VMS) to retrieve and control video streams. It enables integration of surveillance systems with other applications and automation of video stream management.
by diegobit
aranet4-mcp-server is a Multi-Client Protocol (MCP) server for managing your Aranet4 CO2 sensor. It fetches, stores, and allows querying of historical CO2 data, integrating seamlessly with MCP clients for enhanced monitoring and analysis.
by ghrud92
A Model Context Protocol (MCP) interface for querying Grafana Loki logs using `logcli`, enabling AI assistants to access and analyze log data from Loki directly.
by axiomhq
Axiom MCP Server implements the Model Context Protocol (MCP) for Axiom, enabling AI agents to query logs, traces, and other event data using the Axiom Processing Language (APL). It allows AI agents to perform monitoring, observability, and natural language analysis of data for debugging and incident response.
by QAInsights
JMeter MCP Server is a Model Context Protocol (MCP) server that enables the execution of JMeter tests and provides comprehensive analysis of test results. It bridges the gap between JMeter's powerful load testing capabilities and AI workflows, allowing for automated test execution, detailed performance analysis, and actionable insights.
by GeLi2001
Datadog MCP Server is a Model Context Protocol (MCP) server that interacts with the official Datadog API. It enables users to access and manage various Datadog functionalities, including monitoring, dashboards, metrics, events, logs, and incidents.
by Arize-ai
Arize Phoenix is an open-source AI and LLM observability tool for inspecting traces, managing prompts, curating datasets, and running experiments.