Grafana MCP vs Sentry MCP
Grafana MCP and Sentry MCP are close in benchmark score; choose based on use case and supported integrations. Grafana MCP scores 25/100 and Sentry MCP scores 25/100.
Comparison
| Attribute | Grafana MCP | Sentry MCP |
|---|---|---|
| Category | Monitoring & Observability | Monitoring & Observability |
| GitHub stars | 3,279 | 792 |
| Forks | 408 | 130 |
| License | Apache-2.0 | MIT |
| Last commit | Jul 25, 2026 | Jul 24, 2026 |
| Supported clients | Claude Desktop, Cursor, VS Code | Claude Desktop, Cursor, VS Code |
| Best for | Query dashboards and panels | Investigate production errors |
| Risk level | High | High |
| Popularity score | 67 | 54 |
| Freshness score | 100 | 100 |
| Maintenance score | 95 | 85 |
| GEO score | 63 | 57 |
| Benchmark score | 25 | 25 |
| Install status | unknown | unknown |
| Startup status | unknown | unknown |
| Capability discovery | skipped missing env | skipped missing env |
| Capabilities | 0 tools / 0 resources / 0 prompts | 0 tools / 0 resources / 0 prompts |
| Docs score | 0 | 0 |
| Config score | 0 | 0 |
| Safety score | 0 | 0 |
| Last tested | Unknown | Unknown |
When to choose Grafana MCP
- You want broader GitHub adoption — Grafana MCP has 3.3K stars vs 792.
- You want the more recently maintained option (last commit Jul 25, 2026).
- Your main use case is Query dashboards and panels.
When to choose Sentry MCP
- Your main use case is Investigate production errors.
Alternatives to Grafana MCP and Sentry MCP
- Auth0 MCP Server★ 112 · Monitoring & Observability
auth0 MCP Server: Manage Auth0 applications, APIs, actions, logs, and forms using natural language
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list datasets, schemas, run APL queries, and use prompts for exploration, anomalies, and monitoring
- AnomalyArmor★ 1 · Monitoring & Observability
data observability tools for engineering teams: alerts, freshness, schema drift, lineage, quality
- a2adependencyinspector-mcp★ 0 · Monitoring & Observability
remote MCP for A2A dependency inspector MCP, structured receipts, audit logs, and reviewer-ready evi
- a2areplayreceipt-mcp★ 0 · Monitoring & Observability
remote MCP for A2A failure replay MCP, structured receipts, audit logs, and reviewer-ready evidence
- agentichtmlexportqa-mcp★ 0 · Monitoring & Observability
paid remote MCP for agentic HTML export QA MCP, structured receipts, audit logs, and reviewer-ready
Frequently asked questions
What is the difference between Grafana MCP and Sentry MCP?
Grafana MCP is an MCP server that helps AI assistants query Grafana dashboards, Prometheus metrics, and Loki logs. Sentry MCP is an MCP server that helps AI assistants investigate errors, issues, and performance data from Sentry. Grafana MCP is best for Query dashboards and panels, while Sentry MCP is best for Investigate production errors.
Is Grafana MCP or Sentry MCP more popular on GitHub?
Grafana MCP is more popular, with about 3.3K GitHub stars versus 792.
Which is more actively maintained, Grafana MCP or Sentry MCP?
Grafana MCP's most recent commit was Jul 25, 2026, and Sentry MCP's was Jul 24, 2026. More recent activity is a signal of active maintenance.
Are Grafana MCP and Sentry MCP open source?
Grafana MCP is open-source under the Apache-2.0 license. Sentry MCP is open-source under the MIT license.
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