MCP Comparison · 2026
AWS vs Grafana MCP Server
Comparing AWS and Grafana as MCP servers? AWS (inspect aws) is best when incident investigation. Grafana (query grafana dashboards) is best when incident investigation across metrics + logs. Both run as Model Context Protocol servers and can coexist in the same client. Updated 2026.
Side-by-side specs
Pulled from each MCP's verified fact sheet.
| AWS | Grafana | |
|---|---|---|
| Primary function | Inspect AWS | Query Grafana dashboards |
| Maintainer | AWS Labs | Grafana Labs |
| Pricing | Freemium | Freemium |
| Setup complexity | Medium · ~15 min | Medium · ~5 min |
| Transport | stdio | stdio, SSE, Streamable HTTP |
| Auth model | API key | API key |
| License | Apache-2.0 | Apache-2.0 |
| Language | Python | Go |
| Latest version | latest | latest |
| Compatible clients | Claude, Cursor, VS Code, Windsurf, Any MCP-compatible client, AWS account | Claude, Cursor, VS Code, Any MCP-compatible client, Grafana 9.0+ |
| Last verified | 2026-06-02 | 2026-07-16 |
Which one should you pick?
Decision rubric drawn from each MCP's documented strengths.
Choose Grafana
- Incident investigation across metrics + logs
- Querying Prometheus and Loki via one MCP
- Dashboard search and editing
Pick something else if…
- Provisioning new infrastructure
- Grafana versions before 9.0
Feature breakdown
Key capabilities each server ships out of the box.
AWS
- Read-only by design
- Standard AWS credential chain (env, profile, IMDS, SSO)
- CloudWatch logs + metrics
- IAM + STS audit tools
- Resource enumeration across EC2, S3, Lambda, RDS
Grafana
- Dashboards + 12 datasource types (Prometheus, Loki, ClickHouse, CloudWatch…)
- Alerting, Incident, OnCall, Sift tools
- stdio, SSE, and streamable-http transports
- Service-account token auth
- Official Grafana Labs, Apache-2.0, Go
Install snippets
Open the detail page for ready-to-paste config for every major client.
FAQ
AWS vs Grafana: which MCP server should I use?
Pick AWS when incident investigation. Pick Grafana when incident investigation across metrics + logs. AWS is built for inspect aws, while Grafana focuses on query grafana dashboards.
Can I run both AWS and Grafana together?
Yes. MCP clients run each server as a separate process and surface every server's tools simultaneously, so you can install both and let your agent decide which to call. Be deliberate with auth scopes when stacking servers.
How fresh is this comparison?
Updated for 2026. AWS's last verification: 2026-06-02. Grafana's last verification: 2026-07-16. We refresh detail-page facts on every catalog rebuild.
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