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  1. Home
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  3. MCP Victoriametrics
  4. vs MCP Grafana
Side-by-Side Model Context Protocol Comparison

MCP Victoriametrics vs MCP Grafana

In-depth architectural comparison of the MCP Victoriametrics and MCP Grafana 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 Victoriametrics
Monitoring · Remote HTTP/SSE
Quality: 56/100 (Good) | Auth: API Key required
MCP Grafana
Monitoring · Local stdio
Quality: 68/100 (Great) | Auth: API Key required
Verdict Summary: Choose MCP Victoriametrics if you need specialized Monitoring tools running via a hosted cloud SSE transport. Choose MCP Grafana 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?

MCP Victoriametrics logo

Choose MCP Victoriametrics when:

  • You need dedicated capabilities in the Monitoring domain.
  • You prefer remote streaming HTTP/SSE transport architecture.
  • Your security boundary fits: API Key required (Free / Open Source).
  • You have access to required keys: VM_INSTANCE_ENTRYPOINT, VMC_API_KEY, VM_INSTANCE_TYPE, MCP_SERVER_MODE, MCP_LISTEN_ADDR.
  • Primary tools included: Read-only VictoriaMetrics API access, Metric, label, and series exploration, Alert and recording rule analysis.
Explore MCP Victoriametrics Details
MCP Grafana logo

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 (Free / Open Source).

Feature & Specification Comparison

Specification
MCP Victoriametrics logo
MCP Victoriametrics
VictoriaMetrics-Community
Monitoring
MCP Grafana logo
MCP Grafana
grafana
Monitoring
SummaryProvides comprehensive integration with your VictoriaMetrics instance APIs and documentation for monitoring, observability, and debugging tasks related to your VictoriaMetrics instancesSearch dashboards, investigate incidents and query datasources in your Grafana instance
Category & Scope

Tools & Capabilities Breakdown

MCP Victoriametrics Tools (6)

Read-only VictoriaMetrics API access
Metric, label, and series exploration
Alert and recording rule analysis
Query tracing, formatting, and explanation
Cardinality and usage inspection
Embedded offline documentation search

MCP Grafana Tools (81)

add_activity_to_incident

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 Victoriametrics Configuration
mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "victoriametrics-community-mcp-victoriametrics": {
      "url": "https://play-mcp.victoriametrics.com/mcp"
    }
  }
}
MCP Grafana Configuration
mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "grafana-mcp-grafana": {
      "command": "uvx",
      "args": [
        "mcp-grafana"
      ],
      "env": {
        "GRAFANA_URL": "YOUR_GRAFANA_URL_HERE",
        "GRAFANA_SERVICE_ACCOUNT_TOKEN": "YOUR_GRAFANA_SERVICE_ACCOUNT_TOKEN_HERE"
      }
    }
  }
}

Frequently Asked Questions

MCP Victoriametrics is categorized under Monitoring and uses a remote streaming HTTP/SSE transport. In contrast, MCP Grafana belongs to Monitoring using local stdio subprocess. Select MCP Victoriametrics when you need capabilities focused on monitoring and MCP Grafana when you require tools for monitoring.

More alternatives to MCP VictoriametricsMore alternatives to MCP GrafanaMonitoring category hubCanonical compare URL

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Popular comparisons with MCP Grafana

  • You have access to required keys: GRAFANA_URL, GRAFANA_SERVICE_ACCOUNT_TOKEN.
  • Primary tools included: add_activity_to_incident, alerting_manage_routing, alerting_manage_rules.
  • Explore MCP Grafana Details
    Monitoring
    Monitoring
    Quality signal56/100 (Good)68/100 (Great)
    Transport ProtocolRemote HTTP/SSELocal Subprocess (stdio)
    Auth RequirementAPI Key requiredAPI Key required
    Pricing ModelFree / Open SourceFree / Open Source
    Required Env Vars
    VM_INSTANCE_ENTRYPOINTVMC_API_KEYVM_INSTANCE_TYPEMCP_SERVER_MODEMCP_LISTEN_ADDR
    GRAFANA_URLGRAFANA_SERVICE_ACCOUNT_TOKEN
    Compatible Clients
    Claude DesktopCursorWindsurfClineVS Code
    Claude DesktopCursorWindsurfClineVS Code
    Install path signalRemote (HTTP/SSE) · highuvx · high
    Engagement & Health 3 views 0 copies 0 upvotes 234 stars 4 views 0 copies 0 upvotes 3,475 stars
    Verified / OfficialCommunity ListingCommunity Listing
    Open full listingView MCP Victoriametrics ListingView MCP Grafana Listing
    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)
    alerting_manage_silences
    Manage Grafana alerting silences. A silence temporarily suppresses notifications for alerts whose labels match a set of matchers, without changing the alert rules themselves. Operations: - 'list': list existing silences. Optionally filter by rule_uid (matches the __alert_rule_uid__ label) or by matchers. - 'get': retrieve a single silence by silence_id. - 'create': create a new silence. Requires matchers, starts_at, ends_at (RFC3339) and comment. - 'update': modify an existing silence by silence_id. Requires matchers, starts_at, ends_at and comment. The id is only kept when the posted matchers and starts_at match the stored ones, so pass back the starts_at returned by 'get'; otherwise Alertmanager expires the old silence and returns a new id. - 'delete': expire/remove a silence by silence_id. When to use: - Muting noisy or expected alerts during maintenance windows - Inspecting or cleaning up existing silences When NOT to use: - Changing alert rule configuration or state (use alerting_manage_rules) - Changing how alerts are routed to receivers (use alerting_manage_routing)
    analyze_loki_labels
    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, labels and custom fields. 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_annotation
    Permanently delete an annotation by ID. The annotation cannot be recovered afterwards.
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