Monitoring & Observability
81 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 |
opentelemetry-mcp-server
🐍🏠 - An MCP server for connecting to any OpenTelemetry backend (Datadog, Grafan…
|
90 | A | 88 | — | — | 86 | 95 | ||
| 2 |
datadog-mcp
Full Datadog API access: monitors, logs, metrics, traces, dashboards, and obser…
|
88 | A | 94 | — | — | 82 | 83 | ||
| 3 |
prometheus-mcp
Provides seamless integration between AI assistants and Prometheus, enabling na…
|
85 | A | 100 | 60 | — | 85 | 83 | ||
| 4 |
mcp-alertmanager
A Model Context Protocol (MCP) server for Prometheus Alertmanager
|
84 | B | 82 | 68 | — | 79 | 94 | ||
| 5 |
datadog-mcp-server
MCP server providing comprehensive Datadog observability access for AI assistan…
|
83 | B | 94 | 75 | — | 80 | 76 | ||
| 6 |
mcp-prometheus
A Model Context Protocol (MCP) server for Prometheus monitoring
|
83 | B | 82 | 68 | — | 79 | 92 | ||
| 7 |
Datadog MCP Server
Enables comprehensive Datadog monitoring capabilities including CI/CD pipeline …
|
80 | B | 100 | 60 | — | 60 | 82 | ||
| 8 |
prometheus-rs
Query Prometheus from CLI or any MCP client, with retries, caching, and an opti…
|
80 | B | 92 | 43 | — | 71 | 95 | ||
| 9 |
grafana-mcp
This MCP server enables natural-language querying of Grafana logs by automatica…
|
79 | B | 94 | — | — | 52 | 81 | ||
| 10 |
prometheus-mcp-server
Query and analyze Prometheus, open-source monitoring system.
|
78 | B | 88 | 46 | — | 85 | 78 | ||
| 11 |
loki-mcp
✓
An MCP ( Model Context Protocol ) Server for Grafana Loki
|
78 | B | 72 | 67 | — | 56 | 95 | ||
| 12 |
byok-observability-mcp
Comprehensive MCP server for Grafana, Prometheus, Kafka UI, and Datadog with a …
|
77 | B | 78 | — | — | 69 | 81 | ||
| 13 |
New Relic MCP Server
Run NRQL, NerdGraph, and REST v2 operations to query data, manage incidents, cr…
|
77 | B | 90 | 46 | — | 76 | 81 | ||
| 14 |
New Relic MCP Server
Enables AI agents to access New Relic logs and APM data through the NerdGraph A…
|
76 | B | 94 | 71 | — | 24 | 82 | ||
| 15 |
mshegolev/prometheus-mcp
MCP server for Prometheus metrics and observability. Give Claude (or any MCP-ca…
|
76 | B | 88 | — | — | 59 | 75 | ||
| 16 |
prometheus_mcp_server
A Model Context Protocol (MCP) server enabling LLMs to query, analyze, and inte…
|
76 | B | 100 | 41 | — | 42 | 95 | ||
| 17 |
datadog mcp
for tracing and monitoring
|
75 | B | 84 | 70 | — | 48 | 81 | ||
| 18 |
Grafana MCP Server
Enables AI assistants to interact with Grafana dashboards, datasources, alerts,…
|
75 | B | 90 | 72 | — | 47 | 81 | ||
| 19 |
Prometheus MCP Server
Enables AI assistants to execute PromQL queries and discover metrics across mul…
|
75 | B | 76 | 68 | — | 51 | 80 | ||
| 20 |
Solana Metrics MCP Server
Analyzes Solana blockchain metrics from InfluxDB and generates categorized Graf…
|
74 | B | 94 | 91 | — | 23 | 81 | ||
| 21 |
freshprobe
Data freshness verification for AI agents. Probes endpoints for HTTP cache stal…
|
74 | B | 72 | — | — | 70 | 81 | ||
| 22 |
Prometheus Alertmanager MCP Server
Enables interaction with Prometheus Alertmanager to retrieve, filter, and manag…
|
73 | B | 82 | 62 | — | 54 | 82 | ||
| 23 |
OpenShift MCP Server
Enables diagnostics and troubleshooting of OpenShift clusters through storage a…
|
73 | B | 70 | 74 | — | 29 | 90 | ||
| 24 |
NewRelic MCP Server
A comprehensive MCP server providing over 26 tools for querying, monitoring, an…
|
73 | B | 68 | 73 | — | 32 | 82 | ||
| 25 |
MCP Datadog Server
Enables interaction with Datadog APIs through automatically generated tools fro…
|
73 | B | 66 | 72 | — | 75 | 82 | ||
| 26 |
Datadog MCP Server
Enables integration with Datadog APIs to monitor and retrieve information about…
|
73 | B | 72 | 72 | — | 42 | 81 | ||
| 27 |
Grafana MCP Server
Enables AI-powered integration with Grafana instances through 52 MCP tools for …
|
72 | B | 96 | 43 | — | 38 | 81 | ||
| 28 |
duplicacy-mcp
MCP server for Duplicacy — monitor backup status and Prometheus metrics
|
72 | B | 49 | — | — | 78 | 95 | ||
| 29 |
grafana-loki-mcp
An MCP server that allows querying Loki logs through the Grafana API.
|
71 | B | 65 | 41 | — | 65 | 89 | ||
| 30 |
Datadog MCP Server
Enables interaction with Datadog's monitoring platform to search logs, search t…
|
71 | B | 60 | 71 | — | 43 | 81 | ||
| 31 |
mcp-grafana
✓
An MCP server giving access to Grafana dashboards, data and more.
|
71 | B | 77 | 42 | — | 94 | 75 | ||
| 32 |
Datadog Logs MCP Server
Enables searching and retrieving Datadog logs through the Model Context Protoco…
|
71 | B | 84 | 68 | — | 27 | 74 | ||
| 33 |
Overwatch MCP
An MCP server that enables querying logs and metrics from Graylog, Prometheus, …
|
71 | B | 69 | 71 | — | 42 | 80 | ||
| 34 |
loki-mcp-server
An MCP server for querying Grafana Loki directly with a discovery-first workflo…
|
70 | B | 61 | — | — | 69 | 81 | ||
| 35 |
Grafana MCP Server
A server that enables AI assistants to access and query Grafana dashboards, met…
|
70 | B | 80 | 43 | — | 43 | 81 | ||
| 36 |
MCP Datadog Playcourt
Enables monitoring and querying of Datadog metrics for Kubernetes clusters, APM…
|
70 | B | 78 | 67 | — | 24 | 71 | ||
| 37 |
Prometheus MCP Server
A Model Context Protocol server that enables AI assistants to query Prometheus …
|
70 | B | 73 | 82 | — | 41 | 81 | ||
| 38 |
PagerDuty MCP Server
A server that exposes PagerDuty API functionality to LLMs with structured input…
|
70 | B | 80 | 41 | — | 66 | 81 | ||
| 39 |
New Relic MCP Server
Enables AI assistants to interact with New Relic monitoring and observability d…
|
68 | C | 60 | 38 | — | 66 | 81 | ||
| 40 |
prometheus-mcp-server
A TypeScript-based MCP server that enables users to interact with Prometheus me…
|
66 | C | 66 | 60 | — | 28 | 80 | ||
| 41 |
prometheus-protocol
The trust layer for the open agentic web—giving AI agents a passport, a bank ac…
|
65 | C | 84 | 43 | — | 52 | 81 | ||
| 42 |
Observability MCP Server
Provides comprehensive monitoring and observability for MCP server ecosystems w…
|
65 | C | 60 | 62 | — | 26 | 81 | ||
| 43 |
Grafana UI MCP Server
✓
Provides AI assistants with comprehensive access to Grafana's React component l…
|
65 | C | 90 | 76 | — | 59 | 76 | ||
| 44 |
pagerduty-mcp
PagerDuty's official MCP server which provides tools to interact with your Page…
|
64 | C | 60 | 53 | — | 61 | 83 | ||
| 45 |
Prometheus MCP Server
A tool that enables access to Prometheus metrics data through a Model Context P…
|
63 | C | 72 | 41 | — | 18 | 80 | ||
| 46 |
Prometheus MCP Server
A tool that lets users access Prometheus metrics data through a Model Context P…
|
63 | C | 72 | 43 | — | 18 | 82 | ||
| 47 |
MCP Prometheus
An MCP server for Prometheus-based monitoring that enables users to query syste…
|
62 | C | 57 | 42 | — | 32 | 82 | ||
| 48 |
TailscaleMCP
Enables comprehensive management of Tailscale networks including device managem…
|
61 | C | 48 | 43 | — | 80 | 81 | ||
| 49 |
Prometheus MCP
A proof-of-concept Prometheus MCP server, which likely enables Claude AI to int…
|
61 | C | 58 | 32 | — | 38 | 87 | ||
| 50 |
Loki MCP Server
An MCP interface that allows AI assistants to query and analyze Grafana Loki lo…
|
59 | C | 60 | 62 | — | 46 | 80 |