AWS MCP Servers vs Grafana MCP
AWS MCP Servers (Cloud & Infrastructure) and Grafana MCP (Monitoring & Observability) are both MCP servers. AWS MCP Servers has more GitHub stars (9.3K vs 3.1K). Choose AWS MCP Servers for Query AWS documentation, or Grafana MCP for Query dashboards and panels.
Comparison
| Attribute | AWS MCP Servers | Grafana MCP |
|---|---|---|
| Category | Cloud & Infrastructure | Monitoring & Observability |
| GitHub stars | 9,251 | 3,129 |
| Forks | 1,576 | 378 |
| License | Apache-2.0 | Apache-2.0 |
| Last commit | Jun 11, 2026 | Jun 11, 2026 |
| Supported clients | Claude Desktop, Cursor, VS Code, Cline | Claude Desktop, Cursor, VS Code |
| Best for | Query AWS documentation | Query dashboards and panels |
| Risk level | High | High |
| Popularity score | 75 | 66 |
| Freshness score | 100 | 100 |
| Maintenance score | 90 | 95 |
| GEO score | 65 | 62 |
When to choose AWS MCP Servers
- You want broader GitHub adoption — AWS MCP Servers has 9.3K stars vs 3.1K.
- You want the more recently maintained option (last commit Jun 11, 2026).
- Your main use case is Query AWS documentation.
When to choose Grafana MCP
- Your main use case is Query dashboards and panels.
Alternatives to AWS MCP Servers and Grafana MCP
- Cloudflare MCP★ 3.8K · Cloud & Infrastructure
manage Cloudflare Workers, DNS, KV, R2, and account resources
- Filesystem MCP★ 87K · Files & Storage
read, write, and search files in allowed local directories
- Google Drive MCP★ 87K · Files & Storage
search and read files stored in Google Drive
- Sentry MCP★ 724 · Monitoring & Observability
investigate errors, issues, and performance data from Sentry
Frequently asked questions
What is the difference between AWS MCP Servers and Grafana MCP?
AWS MCP Servers is an MCP server that helps AI assistants interact with AWS services and documentation through specialized MCP servers. Grafana MCP is an MCP server that helps AI assistants query Grafana dashboards, Prometheus metrics, and Loki logs. AWS MCP Servers is best for Query AWS documentation, while Grafana MCP is best for Query dashboards and panels.
Is AWS MCP Servers or Grafana MCP more popular on GitHub?
AWS MCP Servers is more popular, with about 9.3K GitHub stars versus 3.1K.
Which is more actively maintained, AWS MCP Servers or Grafana MCP?
AWS MCP Servers's most recent commit was Jun 11, 2026, and Grafana MCP's was Jun 11, 2026. More recent activity is a signal of active maintenance.
Are AWS MCP Servers and Grafana MCP open source?
AWS MCP Servers is open-source under the Apache-2.0 license. Grafana MCP is open-source under the Apache-2.0 license.
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