Side-by-side MCP server comparison
Short answer: pick Observability MCP. It scores 94/100 to Coolify MCP Server's 86/100, and it scores higher across the weighted security, maintenance and documentation inputs. Coolify MCP Server is still worth a look if you are already invested in it — the full breakdown below shows exactly where the 8 points go.
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| Metric | Coolify MCP Server | Observability MCP |
|---|---|---|
| MCPpedia Score | 86 | 94 |
| Security Score | 30 | 30 |
| Maintenance Score | 19 | 19 |
| GitHub Stars | 560 | 890 |
| Weekly Downloads | 3.9k | 26.2k |
| Tools | 56 | 1 |
| Est. Token Cost | 8.4k | 150 |
| Open CVEs | 0 | 0 |
| Health | Active | Active |
| Auth Required | No | No |
| Transport | stdio, sse | stdio, http |
| License | MIT | Apache-2.0 |
| API Pricing | freemium | freemium |
Observability MCP leads with a score of 94 (A), ahead of Coolify MCP Server's 86 (A).
Compare up to 4 servers: mcppedia.org/compare/server-a-vs-server-b-vs-server-c