Grafana Cloud MCP

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.

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Read the agent catalog of Grafana Agent Observability (the grafana-agento11y-app plugin): which agents send telemetry, what their system prompts and tools are, how their prompt versions evolved, and how each version scored. The catalog is derived from ingested telemetry, not from a registration step: an agent exists h…

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List, search, and fetch LLM conversations from Grafana Agent Observability (the grafana-agento11y-app plugin). Operations: - 'list': recent conversations (lightweight; id, title, generation count, timestamps), paginated via limit and cursor - 'search': search conversations by filter expression and time range; results…

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Manage the curated conversations of Grafana Agent Observability (the grafana-agento11y-app plugin): bookmark conversations as saved conversations and group them into collections. Two linked resources: - A saved conversation (/eval/saved-conversations) is a bookmark on one conversation, keyed by a saved_id you choose.…

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Manage the evaluation rules and guards of Grafana Agent Observability (the grafana-agento11y-app plugin): the configuration that decides when evaluators run. Two different resources with different runtime behavior: - Eval rules (/eval/rules) are asynchronous. A rule selects production traffic (selector, match filters,…

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Manage the evaluator catalog of Grafana Agent Observability (the grafana-agento11y-app plugin): read evaluators, evaluator templates, and the judge model catalog, and create, test, or delete evaluators. An evaluator is a scoring function (kind: llm_judge, json_schema, regex, or heuristic) that scores generations. The…

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Manage the offline experiments of Grafana Agent Observability (the grafana-agento11y-app plugin), their trials, and their scores. An experiment is one offline run of an agent over a test suite. Each test case in the suite produces one or more trials, each trial is scored by the experiment's evaluators, and the experim…

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Fetch a single LLM generation and its evaluation scores from Grafana Agent Observability (the grafana-agento11y-app plugin). Operations: - 'get': full generation detail by ID, including prompt, output, model, and usage (can be large) - 'scores': evaluation scores for a generation (evaluator, score key, score type, val…

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Manage the test suites of Grafana Agent Observability (the grafana-agento11y-app plugin), their versions, and their test cases. A test suite is the input side of an offline experiment: a named set of test cases that an SDK runner replays against an agent. Suites are versioned, and a test case belongs to one version ra…

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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 aler…

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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 rule…

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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': retr…

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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.

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Send a message to Grafana Assistant and wait for the full text reply. The assistant may use tools, metrics, logs, and other stack context—broader than firing one isolated data-source query. Use for open-ended questions, triage, or anything that needs assistant reasoning and tool use, in addition to the more targeted M…

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Check datasource health. Filter by type or UIDs; omit both to check all.

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Create a new annotation on a dashboard or panel. Set format to 'graphite' and provide 'what' for Graphite-format annotations.

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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…

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Create a Grafana folder. Provide a title and optional UID. Returns the created folder.

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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.

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Start a Grafana Assistant investigation: an agentic, multi-step root-cause analysis across the stack's metrics, logs, traces, dashboards, and alerts. Provide a natural-language instruction describing what to investigate. Optionally set a title, share with teams via teamNames, or pick an agent profile via agentProfileI…

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Create a Grafana snapshot from a full dashboard payload. Supports optional expiration and external snapshot fields.

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Delete a Grafana snapshot by snapshot key.

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Get column names for an Athena table. Use after list_athena_tables. NEXT: Use query_athena with discovered column names.

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Get column schema for a ClickHouse table. Pass the database from list_clickhouse_tables results. NEXT: Use query_clickhouse with discovered column names.

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Start here when users ask about their infrastructure, services, or architecture. Returns pre-built summaries of service groups including topology, metrics, deployment, dependencies, and datasource UIDs. Infrastructure memories are generated by scanning Prometheus metric datasources to discover services, then using AI…

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Get column schema for a Snowflake table. Pass the database/schema from list_snowflake_tables results. NEXT: Use query_snowflake with discovered column names.

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Generate deeplink URLs for Grafana resources. Supports dashboards (requires dashboardUid or provisioningPreview), panels (requires dashboardUid or provisioningPreview, plus panelId), and Explore queries (requires datasourceUid and optionally queries). For dashboard and panel links, provisioningPreview points at a dash…

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Get a specific alert group from Grafana OnCall by its ID. Returns the full alert group details, including the most recent alert and its raw payload when the OnCall API provides them. Alert payloads carry integration-specific fingerprints (for example Sentry's payload.data.event.hashes or Alertmanager's payload.alerts[…

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Fetch Grafana annotations using filters such as dashboard UID, time range and tags.

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Returns annotation tags with optional filtering by tag name. Only the provided filters are applied.

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