Qtcl MCP Server vs MCP Grafana

A side-by-side look at the Qtcl MCP Server and MCP Grafana MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.

Qtcl MCP Server logoQtcl MCP ServerMonitoring · Remote HTTP/SSEAgent-native post-quantum blockchain. 11 tools: send, balance, quantum oracle metrics. Flat fee.48FairAuth: not declaredMCP Grafana logoMCP GrafanaMonitoring · Local subprocess (stdio)Search dashboards, investigate incidents and query datasources in your Grafana instance68GreatAuth: api key required

Verdict: choose Qtcl MCP Server for monitoring work over a hosted endpoint; choose MCP Grafana for monitoring as a local process. You can also run both side by side in one mcpServers block.

Which MCP server should you choose?

Qtcl MCP Server logoChoose Qtcl MCP Server when

  • You need dedicated capabilities in the Monitoring domain.
  • You prefer a remote HTTP/SSE transport.
  • You want tools like qtcl_create_wallet, qtcl_get_balance, qtcl_send_transaction.
Explore Qtcl MCP Server

MCP Grafana logoChoose MCP Grafana when

  • You need dedicated capabilities in the Monitoring domain.
  • You prefer a local stdio subprocess transport.
  • Its auth model fits you: API key required.
  • You have the keys it needs: GRAFANA_URL, GRAFANA_SERVICE_ACCOUNT_TOKEN.
  • You want tools like add_activity_to_incident, alerting_manage_routing, alerting_manage_rules.
Explore MCP Grafana

Feature & specification comparison

Rows where the two servers differ are marked.

SpecQtcl MCP Server logoQtcl MCP ServerMCP Grafana logoMCP Grafana
CategoryMonitoringMonitoring
Quality signal48/100 · Fair68/100 · Great
Install commandConfirmedConfirmed
TransportRemote HTTP/SSELocal subprocess (stdio)
AuthNot declaredAPI key required
PricingNot declaredFree
Required env varsNone listedGRAFANA_URLGRAFANA_SERVICE_ACCOUNT_TOKEN
Verified ownerCommunity listingCommunity listing
GitHub stars03,598
Directory activity 0 views 0 installs 0 upvotes 6 views 0 installs 0 upvotes
Tools1181

Tools & capabilities

Qtcl MCP Server tools 11

  • qtcl_create_walletGenerate a new post-quantum wallet address + keypair
  • qtcl_get_balanceCheck confirmed + pending balance for any address
  • qtcl_send_transactionSend QTCL with flat 1-qsat fee. Supports 256-char memo
  • qtcl_get_transactionLook up any transaction by hash
  • qtcl_get_chain_infoBlock height, mempool depth, oracle consensus status
  • qtcl_get_blockBlock by height or hash with quantum coherence metrics
  • qtcl_get_recent_transactionsLast 50 txs, filterable by address
  • qtcl_get_quantum_metricsLive W-state fidelity, entanglement witness, lattice coherence
  • qtcl_get_oracle_registry5 Byzantine consensus oracles — stake, uptime, heartbeat
  • qtcl_get_peersActive P2P peers and topology data
  • qtcl_get_priceLive QTCL/USD from Pyth Network oracle feed

MCP Grafana tools 81

  • add_activity_to_incidentAdd 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_routingManage 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_rulesManage 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_silencesManage 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_labelsAudits 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_healthCheck datasource health. Filter by type or UIDs; omit both to check all.
  • create_annotationCreate a new annotation on a dashboard or panel. Set format to 'graphite' and provide 'what' for Graphite-format annotations.
  • create_datasourceCreate 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_folderCreate a Grafana folder. Provide a title and optional UID. Returns the created folder.
  • create_incidentCreate 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_snapshotCreate a Grafana snapshot from a full dashboard payload. Supports optional expiration and external snapshot fields.
  • delete_annotationPermanently delete an annotation by ID. The annotation cannot be recovered afterwards.
  • +69 more on the listing page

Ready-to-paste client configs

Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.

Qtcl MCP Server

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "qtcl-mcp-server": {
      "url": "https://qtcl-blockchain.koyeb.app/mcp/sse"
    }
  }
}

MCP Grafana

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

Qtcl MCP Server is categorized under Monitoring and uses a remote HTTP/SSE transport. MCP Grafana belongs to Monitoring and uses a local stdio subprocess. Pick Qtcl MCP Server for monitoring work and MCP Grafana for monitoring.

Copy the mcpServers block from the config section on this page into your client's config (for example claude_desktop_config.json or ~/.cursor/mcp.json), then fully restart the client.

Qtcl MCP Server has no declared pricing — check the project's own site. MCP Grafana is listed as free. Auth: api key required. If a server needs environment variables such as API keys, define them under the env key in your client's MCP config.

Yes. MCP clients support multiple servers: add qtcl-mcp-server and grafana-mcp-grafana as separate keys in the same mcpServers object, and your assistant will call tools from either one.

On AllMCPs, Qtcl MCP Server has a quality signal of 48/100 (Fair) with 0 views, 0 installs and 0 GitHub stars. MCP Grafana has 68/100 (Great) with 6 views, 0 installs and 3,598 GitHub stars.