In-depth architectural comparison of the Mcp Grafana and Startup Finance Metrics MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.
At a Glance & Executive Verdict
Mcp Grafana
Monitoring · Local stdio
Quality: 68/100 (Great) | Auth: API Key required
Startup Finance Metrics
Monitoring · Local stdio
Quality: 27/100 (Emerging) | Auth: No auth required
Verdict Summary: Choose Mcp Grafana if you need specialized Monitoring tools running via a local process. Choose Startup Finance Metrics if your workspace requires Monitoring integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.
Which MCP Server Should You Choose?
Choose Mcp Grafana when:
You need dedicated capabilities in the Monitoring domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: API Key required (BYOK (Pay Provider Direct)).
You have access to required keys: GRAFANA_URL, GRAFANA_SERVICE_ACCOUNT_TOKEN.
Add a note (userNote activity) to an existing incident's timeline using its ID. The note body can include URLs which will be attached as context. Use this to add context to an incident.
alerting_manage_routing
Manage Grafana alerting routing configuration, including notification policies, contact points and time intervals.
Notification policies define how alerts are grouped, routed, and which contact points receive them.
Time intervals define active/mute periods for alert notifications.
When to use:
- Understanding how alerts are routed to contact points/receivers
- Debugging why an alert went to a specific receiver
- Checking grouping, timing, or mute interval settings
When NOT to use:
- Checking alert rule configuration or state (use alerting_manage_rules)
alerting_manage_rules
Manage Grafana alert rules with full CRUD capabilities and filtering.
When to use:
- Understanding why an alert is or isn't firing
- Auditing alert rule configuration (queries, conditions, labels, notification settings)
- Finding alert rules by state, folder, group, or name
- Creating, updating, or deleting alert rules
- Comparing rule versions to see what changed
When NOT to use:
- Checking how alerts are routed to receivers (use alerting_manage_routing)
Ready-to-Paste Client Configurations
Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).
Mcp Grafana is categorized under Monitoring and uses a local stdio subprocess. In contrast, Startup Finance Metrics belongs to Monitoring using local stdio subprocess. Select Mcp Grafana when you need capabilities focused on monitoring and Startup Finance Metrics when you require tools for monitoring.
Audits a Loki label strategy and optionally diagnoses query performance. Returns per-label verdicts, missing base labels, normalisation issues, and a recommended set. Pass datasourceUid for live cardinality or labels for static scoring; both may be combined.
check_datasources_health
Check datasource health. Filter by type or UIDs; omit both to check all.
create_annotation
Create a new annotation on a dashboard or panel. Set format to 'graphite' and provide 'what' for Graphite-format annotations.
create_datasource
Create a datasource. If type is ambiguous, call search_plugin_information first; install the plugin if needed. IMPORTANT: always call this tool twice. First call: provide only the type — the tool returns a field schema. After receiving the schema, you MUST ask the user for every required field value explicitly; do not infer or use defaults without user confirmation. Second call: provide the type, the display name in the top-level name argument, schemaReviewed=true, and the fields map populated with values confirmed by the user. Never handle credentials — remind the user to rotate any detected. Returns UID, health check, and a config page link.
create_folder
Create a Grafana folder. Provide a title and optional UID. Returns the created folder.
create_incident
Create a new Grafana incident. Requires title, severity, and room prefix. Allows setting status and labels. This tool should be used judiciously and sparingly, and only after confirmation from the user, as it may notify or alarm lots of people.
create_snapshot
Create a Grafana snapshot from a full dashboard payload. Supports optional expiration and external snapshot fields.
delete_snapshot
Delete a Grafana snapshot by snapshot key.
find_error_pattern_logs
Searches Loki logs for elevated error patterns compared to the last day's average, waits for the analysis to complete, and returns the results including any patterns found.
+53 more tools listed on main page
Startup Finance Metrics Tools (0)
No explicit tool names declared in metadata yet. Check project README on main listing page.