Monitoring & Observability
112 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 51 |
k6-mcp-server
Grafana k6 MCP Server for performance testing
|
59 | C | 48 | 32 | — | 42 | 87 | ||
| 52 |
Loki MCP Server
An MCP interface that allows AI assistants to query and analyze Grafana Loki lo…
|
59 | C | 60 | 62 | — | 46 | 80 | ||
| 53 |
mcp-server-prometheus
MCP server for interacting with Prometheus metrics and data.
|
58 | C | 53 | 56 | — | 37 | 81 | ||
| 54 |
OpenTelemetry MCP Server
Enables AI agents to query Prometheus metrics and Loki logs for intelligent ale…
|
58 | C | 84 | 56 | — | 27 | 81 | ||
| 55 |
DataDog MCP Server
Enables AI assistants to interact with DataDog's observability platform through…
|
58 | C | 70 | 42 | — | 38 | 81 | ||
| 56 |
MCP Prometheus
An MCP server for Prometheus-based monitoring that enables users to query syste…
|
58 | C | 57 | — | — | 30 | 81 | ||
| 57 |
FastMCP
A lightweight Model Context Protocol server that enables creating, managing, an…
|
58 | C | 60 | 30 | — | 18 | 81 | ||
| 58 |
datadog
provide access to monitor and cluster logs from datadog
|
58 | C | 54 | 43 | — | 28 | 78 | ||
| 59 |
grafana-mcp-analyzer
让AI助手直接分析你的Grafana监控数据 - A Model Context Protocol server for Grafana data analy…
|
57 | C | 57 | 73 | — | 46 | 81 | ||
| 60 |
pmcp
🚀 A Prometheus Model Context Protocol Server.
|
57 | C | 68 | 22 | — | 73 | 81 | ||
| 61 |
Prometheus MCP Server
Enables AI assistants to query Prometheus metrics, monitor alerts, and analyze …
|
36 | F | 50 | — | — | 46 | 81 | ||
| 62 |
prometheus-mcp-server
An API-complete MCP server to manage Prometheus-compatible backends.
|
30 | F | 74 | 41 | — | 83 | 88 | ||
| 63 |
Datadog MCP Server
Enables interaction with Datadog's monitoring and observability platform throug…
|
25 | F | 72 | 71 | — | 49 | 80 | ||
| 64 |
New Relic MCP Server
A Model Context Protocol server that enables Large Language Models like Claude …
|
25 | F | 33 | 37 | — | 26 | 71 | ||
| 65 |
mcp-server-datadog
The MCP server provides an interface to the Datadog API, enabling seamless mana…
|
25 | F | 72 | 72 | — | 77 | 82 | ||
| 66 |
newrelic-mcp
A command-line tool for monitoring and analyzing New Relic application metrics …
|
— | — | — | — | — | — | — | ||
| 67 |
datadog-logs-mcp
Enables querying and analyzing Datadog logs through search, aggregation, and in…
|
— | — | — | — | — | — | — | ||
| 68 |
wiki-loop-mcp
MCP server that provides tools to add to, search, and manage a wiki knowledge b…
|
— | — | — | — | — | — | — | ||
| 69 |
Datadog MCP Server
Enables interaction with Datadog APIs through natural language, supporting full…
|
— | — | — | — | — | — | — | ||
| 70 |
RHOAI Observability MCP
Provides AI assistants with direct access to Red Hat OpenShift AI observability…
|
— | — | — | — | — | — | — | ||
| 71 |
Proms MCP Server
A lean MCP server that provides LLM agents with transparent access to multiple …
|
— | — | — | — | — | — | — | ||
| 72 |
nr-mcp
MCP server allowing AI agents to query New Relic for debugging incidents.
|
— | — | — | — | — | — | — | ||
| 73 |
New Relic MCP Server
Enables natural language access to New Relic for monitoring, querying, and mana…
|
— | — | — | — | — | — | — | ||
| 74 |
datadog-mcp
Enables AI assistants to search logs, query metrics, manage dashboards, analyze…
|
— | — | — | — | — | — | — | ||
| 75 |
Prometheus-MCP
Prometheus-MCP is an AI Creative Director MCP server that enhances creative out…
|
— | — | — | — | — | — | — | ||
| 76 |
pagerduty-mcp
Enables PagerDuty incident response operations including listing incidents, ack…
|
— | — | — | — | — | — | — | ||
| 77 |
devops-mcp
Unified MCP server for Kubernetes, ArgoCD, Prometheus, PagerDuty, and Loki
|
— | — | — | — | — | — | — | ||
| 78 |
mcp-grafana
In-cluster MCP server for read-only diagnostics of Grafana, Prometheus, Alertma…
|
— | — | — | — | — | — | — | ||
| 79 |
memex
Production-grade persistent memory service for AI agents. Semantic search with …
|
— | — | — | — | — | — | — | ||
| 80 |
Prometheus MCP Server
Provides access to Prometheus metrics and queries, allowing AI assistants to ex…
|
— | — | — | — | — | — | — | ||
| 81 |
Grafana FastMCP Server
Enables MCP-compatible agents to interact with Grafana instances for searching,…
|
— | — | — | — | — | — | — | ||
| 82 |
prometheus-mcp-server
Provides tools to search, query, and visualize Prometheus metrics, returning re…
|
— | — | — | — | — | — | — | ||
| 83 |
Observability AIops
Governed Prometheus + Grafana ops: PromQL, alerts, dashboards, RCA; 39 tools.
|
— | — | — | — | — | — | — | ||
| 84 |
datadog-mcp
Retrieves logs from Datadog for a specified Kubernetes cluster and namespace, e…
|
— | — | — | — | — | — | — | ||
| 85 |
pyroscope-mcp
A read-only MCP server for Grafana Pyroscope that lets AI assistants query cont…
|
— | — | — | — | — | — | — | ||
| 86 |
prometheus-mcp-server
Enables interacting with Prometheus through MCP for querying metrics, series, a…
|
— | — | — | — | — | — | — | ||
| 87 |
mcp-read-only-grafana
A secure MCP server for Grafana that provides read-only access by default, with…
|
— | — | — | — | — | — | — | ||
| 88 |
PagerDuty MCP Server
Enables AI assistants to manage PagerDuty incidents, view alerts, and check on-…
|
— | — | — | — | — | — | — | ||
| 89 |
Grafana MCP
MCP server for Grafana that provides tools to interact with dashboards, data so…
|
— | — | — | — | — | — | — | ||
| 90 |
datadog-mcp
Enables AI assistants to query and manage Datadog observability data including …
|
— | — | — | — | — | — | — | ||
| 91 |
newrelic-mcp
Executes NRQL queries against New Relic via the NerdGraph API, enabling monitor…
|
— | — | — | — | — | — | — | ||
| 92 |
tiny-loki-mcp
Enables read-only querying of Grafana Loki logs through tools like label discov…
|
— | — | — | — | — | — | — | ||
| 93 |
Datadog MCP Server
A Model Context Protocol (MCP) server that provides comprehensive Datadog monit…
|
— | — | — | — | — | — | — | ||
| 94 |
Datadog MCP Server
A comprehensive read-only MCP server for Datadog, providing 117 tools to query …
|
— | — | — | — | — | — | — | ||
| 95 |
grafana-cursor-mcp
Query Grafana logs, metrics, and dashboards from Cursor. Enables the AI to call…
|
— | — | — | — | — | — | — | ||
| 96 |
PilotOps MCP
Enables AI-driven incident response by connecting Claude to monitoring tools li…
|
— | — | — | — | — | — | — | ||
| 97 |
Amazon Managed Prometheus MCP Server
Enables access to Amazon Managed Prometheus workspaces through natural language…
|
— | — | — | — | — | — | 81 | ||
| 98 |
Datadog MCP Server
Enables natural-language investigation of Datadog data including logs, metrics,…
|
— | — | — | — | — | — | — | ||
| 99 |
Datadog MCP Server
Enables AI assistants to interact with Datadog's observability platform via nat…
|
— | — | — | — | — | — | — | ||
| 100 |
MCP Datadog Server
Enables AI assistants to interact with Datadog APIs for querying metrics, logs,…
|
— | — | — | — | — | — | — |