Grafana MCP vs Playwright MCP
Grafana MCP (Monitoring & Observability) and Playwright MCP (Browser Automation) are both MCP servers. Playwright MCP has more GitHub stars (33.8K vs 3.1K). Choose Grafana MCP for Query dashboards and panels, or Playwright MCP for Automate browser navigation.
Comparison
| Attribute | Grafana MCP | Playwright MCP |
|---|---|---|
| Category | Monitoring & Observability | Browser Automation |
| GitHub stars | 3,129 | 33,759 |
| Forks | 378 | 2,783 |
| License | Apache-2.0 | Apache-2.0 |
| Last commit | Jun 11, 2026 | Jun 10, 2026 |
| Supported clients | Claude Desktop, Cursor, VS Code | Claude Desktop, Cursor, VS Code, Cline |
| Best for | Query dashboards and panels | Automate browser navigation |
| Risk level | High | High |
| Popularity score | 66 | 85 |
| Freshness score | 100 | 100 |
| Maintenance score | 95 | 100 |
| GEO score | 62 | 70 |
When to choose Grafana MCP
- You want the more recently maintained option (last commit Jun 11, 2026).
- Your main use case is Query dashboards and panels.
When to choose Playwright MCP
- You want broader GitHub adoption — Playwright MCP has 33.8K stars vs 3.1K.
- Your main use case is Automate browser navigation.
Alternatives to Grafana MCP and Playwright MCP
- Sentry MCP★ 724 · Monitoring & Observability
investigate errors, issues, and performance data from Sentry
- 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
- Browserbase MCP★ 3.4K · Browser Automation
run cloud browsers for automated web navigation and scraping at scale
- Firecrawl MCP★ 6.5K · Web Scraping & Crawling
crawl websites and convert pages into clean markdown or structured data
Frequently asked questions
What is the difference between Grafana MCP and Playwright MCP?
Grafana MCP is an MCP server that helps AI assistants query Grafana dashboards, Prometheus metrics, and Loki logs. Playwright MCP is an MCP server that helps AI assistants control a real browser to navigate, click, type, and extract page content. Grafana MCP is best for Query dashboards and panels, while Playwright MCP is best for Automate browser navigation.
Is Grafana MCP or Playwright MCP more popular on GitHub?
Playwright MCP is more popular, with about 33.8K GitHub stars versus 3.1K.
Which is more actively maintained, Grafana MCP or Playwright MCP?
Grafana MCP's most recent commit was Jun 11, 2026, and Playwright MCP's was Jun 10, 2026. More recent activity is a signal of active maintenance.
Are Grafana MCP and Playwright MCP open source?
Grafana MCP is open-source under the Apache-2.0 license. Playwright MCP is open-source under the Apache-2.0 license.
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