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  "markdown": "- Ranked table: https://www.anchorterminal.com/categories/observability.md\n- Shortlist and picks by need: https://www.anchorterminal.com/best/observability/index.md\n\n## Ranked\n\n1. [Grafana MCP Server](https://www.anchorterminal.com/tools/grafana-mcp-server.md) BB 74.5\n2. [Sentry MCP](https://www.anchorterminal.com/tools/sentry-mcp.md) BB 70.2\n3. [incident.io API](https://www.anchorterminal.com/tools/incident-io.md) B 68.9\n4. [Rootly MCP Server](https://www.anchorterminal.com/tools/rootly-mcp.md) C 59.7\n5. [Honeycomb MCP](https://www.anchorterminal.com/tools/honeycomb-mcp.md) C 58.3\n6. [Datadog MCP Server](https://www.anchorterminal.com/tools/datadog-mcp.md) C 56.6\n7. [PagerDuty MCP Server](https://www.anchorterminal.com/tools/pagerduty-mcp.md) D 48.4\n\n## Incidents\n\n- [Datadog MCP Server vs incident.io API](https://www.anchorterminal.com/compare/datadog-mcp-vs-incident-io.md): C 56.6 vs B 68.9\n- [Datadog MCP Server vs PagerDuty MCP Server](https://www.anchorterminal.com/compare/datadog-mcp-vs-pagerduty-mcp.md): C 56.6 vs D 48.4\n- [Datadog MCP Server vs Rootly MCP Server](https://www.anchorterminal.com/compare/datadog-mcp-vs-rootly-mcp.md): C 56.6 vs C 59.7\n- [Grafana MCP Server vs incident.io API](https://www.anchorterminal.com/compare/grafana-mcp-server-vs-incident-io.md): BB 74.5 vs B 68.9\n- [Grafana MCP Server vs PagerDuty MCP Server](https://www.anchorterminal.com/compare/grafana-mcp-server-vs-pagerduty-mcp.md): BB 74.5 vs D 48.4\n- [Grafana MCP Server vs Rootly MCP Server](https://www.anchorterminal.com/compare/grafana-mcp-server-vs-rootly-mcp.md): BB 74.5 vs C 59.7\n- [incident.io API vs PagerDuty MCP Server](https://www.anchorterminal.com/compare/incident-io-vs-pagerduty-mcp.md): B 68.9 vs D 48.4\n- [incident.io API vs Rootly MCP Server](https://www.anchorterminal.com/compare/incident-io-vs-rootly-mcp.md): B 68.9 vs C 59.7\n- [PagerDuty MCP Server vs Rootly MCP Server](https://www.anchorterminal.com/compare/pagerduty-mcp-vs-rootly-mcp.md): D 48.4 vs C 59.7\n\n## Errors, metrics, logs and traces\n\n- [Datadog MCP Server vs Sentry MCP](https://www.anchorterminal.com/compare/datadog-mcp-vs-sentry-mcp.md): C 56.6 vs BB 70.2\n- [Grafana MCP Server vs Sentry MCP](https://www.anchorterminal.com/compare/grafana-mcp-server-vs-sentry-mcp.md): BB 74.5 vs BB 70.2\n- [Honeycomb MCP vs Sentry MCP](https://www.anchorterminal.com/compare/honeycomb-mcp-vs-sentry-mcp.md): C 58.3 vs BB 70.2\n\n## Metrics and monitoring\n\n- [Datadog MCP Server vs Grafana MCP Server](https://www.anchorterminal.com/compare/datadog-mcp-vs-grafana-mcp-server.md): C 56.6 vs BB 74.5\n- [Datadog MCP Server vs Honeycomb MCP](https://www.anchorterminal.com/compare/datadog-mcp-vs-honeycomb-mcp.md): C 56.6 vs C 58.3\n- [Grafana MCP Server vs Honeycomb MCP](https://www.anchorterminal.com/compare/grafana-mcp-server-vs-honeycomb-mcp.md): BB 74.5 vs C 58.3\n\n",
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