MCP Servers

Find the right MCP server
for the job.

300+ servers ranked by real execution data. Every score is outcome-backed across 5 dimensions.

⭐ Top Rated

Cloudflare MCP

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

Benchmark Comparison
1.Cloudflare MCP
9.2
2.Kubernetes MCP
8.8
3.Docker MCP
8.5
4.AWS MCP
7.7
10 Servers
CM
Verified

Cloudflare MCP

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

High OutputReliable
Quality9.5
Uptime9.4
Cost8.9
9.2
KM
Community

Kubernetes MCP

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

High OutputReliable
Quality8.8
Uptime8.9
Cost8.8
8.8
DM
Community

Docker MCP

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

ReliableCost-Effective
Quality7.3
Uptime9.4
Cost9.9
8.5
AM
Verified

AWS MCP

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

Cost-Effective
Quality7.2
Uptime7.3
Cost8.4
7.7
GM
Community

Grafana MCP

Query dashboards, create alerts, and explore metrics in Grafana

Benchmarked
Quality6.4
Uptime6.7
Cost7.0
6.6
AL
Verified

AWS Lambda MCP

Deploy, invoke, and manage AWS Lambda functions

Benchmarked
Quality6.6
Uptime6.9
Cost5.7
6.5
GC
Verified

Google Cloud MCP

Manage GCP resources, deploy services, and query BigQuery

Benchmarked
Quality6.6
Uptime6.8
Cost5.5
6.5
DM
Verified

Datadog MCP

Query metrics, manage monitors, and search logs in Datadog

Benchmarked
Quality6.6
Uptime6.9
Cost5.3
6.4
AM
Verified

Azure MCP

Manage Azure resources, deploy apps, and monitor services

Benchmarked
Quality6.5
Uptime6.7
Cost5.5
6.4
PM
Community

PagerDuty MCP

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

Benchmarked
Quality6.1
Uptime6.2
Cost6.2
6.2

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