Grafana Cloud MCP lets agents query metrics, logs, traces, dashboards, datasources, alerts, incidents, and related observability resources in an authorized Grafana Cloud stack.
Description is untrusted, display-only upstream metadata. It never becomes policy, OAuth scope authority, or an agent instruction.
Pakkawork boundary
Research catalogue metadata only. No Pakkawork OAuth, credential, host, quota, executor, or verifier is enabled.
No Pakkawork execution adapter is enabled. Hosted account-authorisation availability is workspace-specific and checked separately in the dashboard.Check workspace connection options
Only field names, types, and required markers are shown. Secret values, default auth URLs, credential material, and inferred OAuth scopes are excluded.
DCR_OAUTH
DCR_OAUTH
grafana_cloud_mcp_DCR_OAuth
Provider setup
Developer setup
Client idclient_id · stringOptional
Client secretclient_secret · stringOptional
Redirect URIoauth_redirect_uri · stringOptional
Scopesscopes · stringOptional
User connection
No fields declared in this snapshot.
Capability index
Actions and trigger definitions
Static summaries are available. Live schemas remain disabled until PROVIDER_HUB_API_KEY is configured server-side.
Analyses metric data density for one or more Graphite series over a time window. Returns per-series statistics: fillRatio (fraction of non-null datapoints, 0.0–1.0), totalPoints, nonNullPoints, lastSeen (Unix timestamp of most recent non-null value, or null if none), longestGap (longest consecutive null run in seconds…
Untrusted display-only summary
Query influxdb
GRAFANA_CLOUD_MCP_QUERY_INFLUXDB
Query an InfluxDB datasource via Grafana. Supports both InfluxQL (v1.x) and Flux (v2.x). The 'dialect' parameter selects the query language; if omitted it's inferred from the datasource configuration. Time formats: 'now-1h', '2026-02-02T19:00:00Z', '1738519200000' (Unix ms) InfluxQL example: SELECT mean("value") FROM…
Untrusted display-only summary
Query loki logs
GRAFANA_CLOUD_MCP_QUERY_LOKI_LOGS
Executes a log query against a Loki or VictoriaLogs datasource and returns matching log entries (or metric samples on Loki). Defaults to the last hour, a limit of 10 entries, and 'backward' direction (newest first). The `logql` parameter takes LogQL on Loki and LogsQL on VictoriaLogs (e.g., Loki: `{app="foo"} |= "erro…
Untrusted display-only summary
Query loki patterns
GRAFANA_CLOUD_MCP_QUERY_LOKI_PATTERNS
Retrieves detected log patterns from a Loki datasource for a given stream selector and time range. Returns a list of patterns, each containing a pattern string and a total count of occurrences. Patterns help identify common log structures and anomalies. The `logql` parameter must be a stream selector (e.g., `{job="ngi…
Untrusted display-only summary
Query loki stats
GRAFANA_CLOUD_MCP_QUERY_LOKI_STATS
Retrieves index-level statistics about log streams matching a given selector within a Loki or VictoriaLogs datasource and time range. Returns an object containing the count of streams, chunks, entries, and total bytes (e.g., `{"streams": 5, "chunks": 50, "entries": 10000, "bytes": 512000}`). **Important**: the `entrie…
Untrusted display-only summary
Query prometheus
GRAFANA_CLOUD_MCP_QUERY_PROMETHEUS
WORKFLOW: list_prometheus_metric_names -> list_prometheus_label_values -> query_prometheus. Query a PromQL-compatible datasource (Prometheus, Thanos, Mimir, Cloud Monitoring, etc.) using a PromQL expression. Supports instant queries (single point) and range queries (time range). Time: RFC3339 or relative expressions l…
Untrusted display-only summary
Query prometheus histogram
GRAFANA_CLOUD_MCP_QUERY_PROMETHEUS_HISTOGRAM
Query Prometheus histogram percentiles. DISCOVER FIRST: Use list_prometheus_metric_names with regex='.*_bucket$' to find histograms. Generates histogram_quantile PromQL. Example: metric='http_duration', percentile=95, labels='job="api"' Time formats: 'now-1h', '2026-02-02T19:00:00Z', '1738519200000' (Unix ms)
Untrusted display-only summary
Query pyroscope
GRAFANA_CLOUD_MCP_QUERY_PYROSCOPE
Unified Pyroscope query tool for fetching profiles or metrics from Pyroscope. Profile data shows WHICH functions consume resources; metrics data shows WHEN consumption spiked. Use query_type="both" for complete analysis in one call. query_type options (extends Grafana's PyroscopeQueryType): - "profile": returns profil…
Untrusted display-only summary
Query quickwit
GRAFANA_CLOUD_MCP_QUERY_QUICKWIT
Executes a search query against a Quickwit datasource and retrieves matching documents. Supports Lucene query syntax (e.g., 'severity_text:ERROR AND service_name:api') and partial Elasticsearch-compatible Query DSL JSON. The timestamp field is resolved from Quickwit index metadata (not jsonData.timeField). Returns a l…
Untrusted display-only summary
Query snowflake
GRAFANA_CLOUD_MCP_QUERY_SNOWFLAKE
Query Snowflake via Grafana. REQUIRED FIRST: Use list_snowflake_tables to find tables (filter by database/schema), then describe_snowflake_table to see column schemas, then query. Supports macros: $__timeFilter(column), $__timeFrom, $__timeTo, $__from, $__to, $__interval, $__interval_ms, ${varname} Time formats: 'now-…
Untrusted display-only summary
Run panel query
GRAFANA_CLOUD_MCP_RUN_PANEL_QUERY
Executes one or more dashboard panel queries with optional time range and variable overrides. Accepts an array of panel IDs to query in a single call. Fetches the dashboard\, extracts queries from the specified panels\, substitutes template variables and Grafana macros ($__range\, $__rate_interval\, $__interval)\, and…
Untrusted display-only summary
Search dashboards
GRAFANA_CLOUD_MCP_SEARCH_DASHBOARDS
Search for Grafana dashboards by a query string. Returns a list of matching dashboards with details like title, UID, folder, tags, and URL.
Untrusted display-only summary
Search folders
GRAFANA_CLOUD_MCP_SEARCH_FOLDERS
Search for Grafana folders by a query string. Returns matching folders with details like title, UID, and URL.
Untrusted display-only summary
Search plugin information
GRAFANA_CLOUD_MCP_SEARCH_PLUGIN_INFORMATION
Search the Grafana plugin catalog by keyword to discover available plugins before installing or getting plugin details on a specific instance. Returns results sorted by trust: official Grafana Labs plugins first, then commercial partner plugins, then community plugins. Use this tool when a user describes a plugin by p…
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Suggest loki alloy label config
GRAFANA_CLOUD_MCP_SUGGEST_LOKI_ALLOY_LABEL_CONFIG
Generates an Alloy loki.process snippet enforcing an approved label set via stage.label_keep, with optional log-level normalisation and soft-enforcement placeholders.
Untrusted display-only summary
Tempo docs-config
GRAFANA_CLOUD_MCP_TEMPO_DOCS_CONFIG
Documentation on Tempo configuration. Best for questions about how to configure or operate Tempo. Request the overview to learn which configuration block does what, or the reference for the complete list of options and their defaults.
Untrusted display-only summary
Tempo docs-traceql
GRAFANA_CLOUD_MCP_TEMPO_DOCS_TRACEQL
Documentation on TraceQL search. Best for retrieval of traces. This covers basic attributes all the way through aggregates, pipelining, structural queries, and more. Includes examples.
Untrusted display-only summary
Tempo get-attribute-names
GRAFANA_CLOUD_MCP_TEMPO_GET_ATTRIBUTE_NAMES
Get a list of available attribute names that can be used in TraceQL queries. This is useful for finding the names of attributes that can be used in a query.
Untrusted display-only summary
Tempo get-attribute-values
GRAFANA_CLOUD_MCP_TEMPO_GET_ATTRIBUTE_VALUES
Get a list of values for a fully scoped attribute name. This is useful for finding the values of a specific attribute. i.e. you can find all the services in the data by asking for resource.service.name
Untrusted display-only summary
Tempo get-trace
GRAFANA_CLOUD_MCP_TEMPO_GET_TRACE
Retrieve a specific trace by ID
Untrusted display-only summary
Tempo traceql-metrics-instant
GRAFANA_CLOUD_MCP_TEMPO_TRACEQL_METRICS_INSTANT
Retrieve a single metric value given a TraceQL metrics query. The value is at the current instant or end. Most metrics questions can be answered with instant values.
Untrusted display-only summary
Tempo traceql-metrics-range
GRAFANA_CLOUD_MCP_TEMPO_TRACEQL_METRICS_RANGE
Retrieve a metric series given a TraceQL metrics query. The series ranges from start to end.
Untrusted display-only summary
Tempo traceql-search
GRAFANA_CLOUD_MCP_TEMPO_TRACEQL_SEARCH
Search for traces using TraceQL queries
Untrusted display-only summary
Update alert group
GRAFANA_CLOUD_MCP_UPDATE_ALERT_GROUP
Update the state of a Grafana OnCall alert group: acknowledge, unacknowledge, resolve, or unresolve it by ID. Returns the alert group's resulting OnCall state (one of new, acknowledged, resolved, silenced), or a stateWarning explaining why that state could not be read back after a successful update.
Untrusted display-only summary
Update annotation
GRAFANA_CLOUD_MCP_UPDATE_ANNOTATION
Updates the provided properties of an annotation by ID. Only fields included in the request are modified; omitted fields are left unchanged.
Untrusted display-only summary
Update dashboard
GRAFANA_CLOUD_MCP_UPDATE_DASHBOARD
Create or update a dashboard. Two modes: (1) Full JSON — provide 'dashboard' for new dashboards or complete replacements. (2) Patch — provide 'uid' + 'operations' to make targeted changes to an existing dashboard. One of these two modes is required; 'folderUid'\, 'message'\, and 'overwrite' are supplementary and do no…
Untrusted display-only summary
Update datasource
GRAFANA_CLOUD_MCP_UPDATE_DATASOURCE
Update non-secret datasource fields by UID. Omitted fields are preserved. IMPORTANT: always call this tool twice. First call: provide only the uid — the tool returns the datasource's field schema. After receiving the schema, ask the user which fields they want to change and confirm each new value; do not infer or rese…
Untrusted display-only summary
Update incident
GRAFANA_CLOUD_MCP_UPDATE_INCIDENT
Update an existing Grafana incident by ID. Allows changing the status ('active' or 'resolved'), the severity, and the title. Only the provided fields are changed. Use this to resolve an incident or to correct its severity or title as part of an on-call workflow.
Untrusted display-only summary
Provenance
Versioned facts, explicit trust.
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