MCP Servers

300 servers ranked by real execution data. Every score is outcome-backed on a 0-10 scale across 5 dimensions.

10servers
17categories
5score dimensions

Cloudflare MCP

Official MCP ServerTop Rated

Cloudflare Workers, DNS, R2, KV, and D1 management from any agent environment.

9.2
Output9.5
Reliability9.4
Trust9.7
Based on 150 benchmark runs
3.5k
9d ago

Kubernetes MCP

Community

K8s cluster management — pods, deployments, services, and kubectl operations.

8.8
Output8.8
Reliability8.9
Trust9.5
Based on 145 benchmark runs
1.3k
10d ago

Docker MCP

CommunityMost Reliable

Docker container management — build, run, inspect, and manage images and networks.

8.5
Output7.3
Reliability9.4
Trust10.0
Based on 142 benchmark runs
1.1k
12d ago

Grafana MCP

CommunityActiveBest Budget

Query dashboards, create alerts, and explore metrics in Grafana

8.3
Output7.8
Reliability8.4
Trust8.8
Based on 139 benchmark runs
2.2k
6d ago

AWS Lambda MCP

Official MCP ServerActive

Deploy, invoke, and manage AWS Lambda functions

8.2
Output8.2
Reliability8.8
Trust9.2
Based on 138 benchmark runs
2.9k
3d ago

Google Cloud MCP

Official MCP ServerActive

Manage GCP resources, deploy services, and query BigQuery

8.0
Output8.2
Reliability8.6
Trust9.0
Based on 136 benchmark runs
2.2k
5d ago

Datadog MCP

Official MCP ServerActive

Query metrics, manage monitors, and search logs in Datadog

7.9
Output8.2
Reliability8.8
Trust9.2
Based on 135 benchmark runs
1.5k
4d ago

Azure MCP

Official MCP ServerActive

Manage Azure resources, deploy apps, and monitor services

7.9
Output8.0
Reliability8.5
Trust9.0
Based on 134 benchmark runs
2.1k
6d ago

AWS MCP

Official MCP ServerActivePopular

AWS best-practice-aware MCP servers for cloud infrastructure and development workflows.

7.7
Output7.3
Reliability7.3
Trust8.8
Based on 132 benchmark runs
8.5k
Updated today

PagerDuty MCP

Community

Incident management and alerting — create incidents, manage on-call schedules, acknowledge.

7.3
Output7.2
Reliability7.5
Trust7.0
Based on 128 benchmark runs
750
12d ago