Monitoring & Observability

Alibaba Cloud ACK MCP Server

by aliyun

Unifies ACK cluster management, native Kubernetes operations, observability, security audit and diagnostic capabilities into a single AI‑native toolset, allowing natural‑language interaction with AI assistants to perform complex container‑oriented AIOps tasks.

93

3 months ago

Prometheus Alertmanager MCP

by ntk148v

Provides programmatic access for AI assistants to query and manage Prometheus Alertmanager resources, supporting authentication, multi‑tenant handling, and pagination to fit LLM context limits.

11

3 months ago

Langfuse Mcp

by avivsinai

Provides a Model Context Protocol server that enables AI agents to query Langfuse trace data for enhanced debugging and observability.

30

3 months ago

Logfire MCP Server

by pydantic

Provides tools to retrieve and query OpenTelemetry trace and metric data from Pydantic Logfire, allowing LLMs to analyze distributed traces and run arbitrary SQL queries against telemetry records.

112

3 months ago

Yunxin Mcp Server

by netease-im

Provides a suite of tools to send messages and retrieve IM/RTC data, statistics, and analytics for Yunxin services.

7

3 months ago

Netdata

by netdata

Delivers real‑time, per‑second infrastructure monitoring with zero‑configuration agents, on‑edge machine‑learning anomaly detection, and built‑in dashboards.

76842

3 months ago

Tianji

by msgbyte

Provides integrated website traffic analysis, uptime checking, and server health monitoring in a single self‑hosted platform.

2759

3 months ago

Metoro MCP Server

by metoro-io

Provides an MCP server that exposes Metoro's eBPF‑based telemetry APIs to large language models, enabling AI‑driven queries and insights about Kubernetes clusters.

45

3 months ago

Last9 MCP Server

by last9

Provides AI agents with real‑time production context—including logs, metrics, traces, and alerts—through a Model Context Protocol server, enabling automatic code fixing and faster debugging.

46

3 months ago

Honeycomb MCP

by honeycombio

Enables LLMs to query and analyze Honeycomb observability data across multiple environments via the Model Context Protocol, providing real‑time insights into datasets, SLOs, triggers, and more.

40

3 months ago

Grafana MCP Server

by grafana

Provides programmatic access to a Grafana instance and its surrounding ecosystem through the Model Context Protocol, enabling AI assistants and other clients to query and manipulate dashboards, datasources, alerts, incidents, on‑call schedules, and more.

1908

3 months ago

Dynatrace MCP Server

by dynatrace-oss

Provides a local server that enables real‑time interaction with the Dynatrace observability platform, exposing tools for querying data, retrieving problems, sending Slack notifications, and integrating AI assistance.

129

3 months ago

VictoriaMetrics MCP Server

by VictoriaMetrics-Community

Provides a Model Context Protocol server exposing read‑only VictoriaMetrics APIs, enabling seamless monitoring, observability, and automation through AI‑driven assistants.

69

3 months ago

Kibana MCP Server

by TocharianOU

Provides a Model Context Protocol (MCP) server that enables MCP‑compatible clients to access, search, and manage Kibana APIs using natural language or programmatic requests.

41

3 months ago

MCP For 3D Printing

by OctoEverywhere

Provides live 3D printer status, webcam snapshots, and remote control through a free, secure cloud server.

19

3 months ago

Raygun Mcp Server

by MindscapeHQ

Provides comprehensive access to Raygun's API V3 endpoints for crash reporting and real user monitoring via the Model Context Protocol.

19

3 months ago

MCP Remote System Health

by thanhtung0201

Collects real-time health and performance metrics from remote Linux servers via SSH, exposing them through MCP for AI assistants.

7

3 months ago

Tempo MCP Server

by grafana

Provides Model Context Protocol endpoints that enable AI assistants to query and analyze distributed tracing data stored in Grafana Tempo, supporting both stdin/stdout communication and an HTTP SSE interface.

17

3 months ago

Loki MCP Server

by grafana

Provides a Model Context Protocol (MCP) server that enables AI agents to query Grafana Loki log data via stdin/stdout or Server‑Sent Events, supporting both local binary execution and containerized deployment.

58

3 months ago

MCP Server for Splunk

by jkosik

Provides a Go‑based MCP server that exposes Splunk data through STDIO and Server‑Sent Events, enabling LLMs to call tools for saved searches, alerts, indexes, and macros.

6

3 months ago

Simple Loki MCP Server

by ghrud92

Provides an MCP interface for querying Grafana Loki logs via `logcli` or the Loki HTTP API, enabling AI assistants to retrieve and analyze log data directly from Loki.

5

3 months ago

JMeter MCP Server

by QAInsights

Execute JMeter test plans through Model Context Protocol clients, capture console output, generate HTML dashboards, and automatically analyze JTL results to surface performance metrics, bottlenecks, and actionable recommendations.

47

3 months ago

Datadog MCP Server

by GeLi2001

Enables interaction with the Datadog API through a Model Context Protocol server, providing access to monitors, dashboards, metrics, logs, events, and incident data.

59

3 months ago

Phoenix

Official

by Arize-ai

Open-source AI observability platform enabling tracing, evaluation, dataset versioning, experiment tracking, prompt management, and interactive playground for LLM applications.

7805

3 months ago

Latest MCP Servers & Clients

Alibaba Cloud ACK MCP Server

Prometheus Alertmanager MCP

Langfuse Mcp

Logfire MCP Server

Yunxin Mcp Server

Netdata

Tianji

Metoro MCP Server

Last9 MCP Server

Honeycomb MCP

Grafana MCP Server

Dynatrace MCP Server

VictoriaMetrics MCP Server

Kibana MCP Server

MCP For 3D Printing

Raygun Mcp Server

MCP Remote System Health

Tempo MCP Server

Loki MCP Server

MCP Server for Splunk

Simple Loki MCP Server

JMeter MCP Server

Datadog MCP Server

Phoenix