<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Grafana MCP server on Grafana Labs</title><link>https://grafana.com/docs/grafana/v13.0/developer-resources/mcp/</link><description>Recent content in Grafana MCP server on Grafana Labs</description><generator>Hugo -- gohugo.io</generator><language>en</language><atom:link href="/docs/grafana/v13.0/developer-resources/mcp/index.xml" rel="self" type="application/rss+xml"/><item><title>Introduction to the Grafana MCP server</title><link>https://grafana.com/docs/grafana/v13.0/developer-resources/mcp/introduction/</link><pubDate>Thu, 23 Apr 2026 14:05:09 +0000</pubDate><guid>https://grafana.com/docs/grafana/v13.0/developer-resources/mcp/introduction/</guid><content><![CDATA[&lt;h1 id=&#34;introduction-to-the-grafana-mcp-server&#34;&gt;Introduction to the Grafana MCP server&lt;/h1&gt;
&lt;p&gt;This article outlines what the Grafana MCP server is, what it can do, and how authentication and permissions work.&lt;/p&gt;
&lt;h2 id=&#34;what-youll-achieve&#34;&gt;What you&amp;rsquo;ll achieve&lt;/h2&gt;
&lt;p&gt;You understand how the server fits into the Model Context Protocol ecosystem, what kinds of tools it exposes (metrics, logs, traces, dashboards, alerting, and more), and how Grafana RBAC applies.&lt;/p&gt;
&lt;h2 id=&#34;before-you-begin&#34;&gt;Before you begin&lt;/h2&gt;
&lt;p&gt;You will need a Grafana instance (Grafana 9.0 or later) and an MCP-compatible client (for example, Claude Desktop, Cursor, or VS Code with Copilot).&lt;/p&gt;
&lt;h2 id=&#34;model-context-protocol-mcp&#34;&gt;Model Context Protocol (MCP)&lt;/h2&gt;
&lt;p&gt;The &lt;a href=&#34;https://modelcontextprotocol.io/&#34; target=&#34;_blank&#34; rel=&#34;noopener noreferrer&#34;&gt;Model Context Protocol&lt;/a&gt; (MCP) is a standard way for AI assistants and LLM clients to connect to external systems. The Grafana MCP server implements MCP so your client can talk to Grafana without you writing custom integrations. The server exposes tools that map to actions in Grafana such as querying metrics and logs, searching dashboards, managing alert rules, working with incidents and OnCall, and generating deeplinks. Your AI assistant calls these tools on your behalf when you ask questions or give instructions that involve Grafana.&lt;/p&gt;
&lt;h2 id=&#34;tools-and-capabilities&#34;&gt;Tools and capabilities&lt;/h2&gt;
&lt;p&gt;The server exposes many tools, grouped by area: dashboards (search, get summary, get panel queries, update, patch), folders (search, create), datasources (list and query Prometheus, Loki, InfluxDB, ClickHouse, CloudWatch, Elasticsearch, Pyroscope), alerting (rules and routing), incidents (Grafana Incident), Sift (investigations, error patterns, slow requests), OnCall (schedules, alert groups), navigation (deeplinks), annotations, and rendering (panel or dashboard images). It can also expose &lt;a href=&#34;../configure/proxied-tools/&#34;&gt;proxied tools&lt;/a&gt; from external MCP servers reachable through Grafana (for example from Grafana Tempo). Some tool categories are disabled by default to save context window; you enable them with &lt;a href=&#34;../configure/enable-and-disable-tools/&#34;&gt;Enable and disable tools&lt;/a&gt;. For dashboards, prefer &lt;code&gt;get_dashboard_summary&lt;/code&gt; and &lt;code&gt;get_dashboard_property&lt;/code&gt; over &lt;code&gt;get_dashboard_by_uid&lt;/code&gt; when you do not need the full JSON, to manage context window use.&lt;/p&gt;
&lt;h2 id=&#34;authentication-and-rbac&#34;&gt;Authentication and RBAC&lt;/h2&gt;
&lt;p&gt;The server uses a Grafana &lt;a href=&#34;/docs/grafana/latest/administration/service-accounts/#add-a-token-to-a-service-account-in-grafana&#34;&gt;service account token&lt;/a&gt; (or username and password) to call the Grafana API. Each tool requires the right Grafana RBAC permissions and scopes. For example, reading dashboards needs &lt;code&gt;dashboards:read&lt;/code&gt; and a scope like &lt;code&gt;dashboards:*&lt;/code&gt; or &lt;code&gt;dashboards:uid:xyz&lt;/code&gt;. Creating or updating dashboards needs &lt;code&gt;dashboards:create&lt;/code&gt; and &lt;code&gt;dashboards:write&lt;/code&gt; and appropriate folder scopes. You can assign the built-in Editor role to the service account for broad access, or use fine-grained permissions for least-privilege. Grafana Incident and Sift use basic roles (Viewer for read, Editor for write). For full RBAC details, refer to &lt;a href=&#34;/docs/grafana/latest/administration/roles-and-permissions/access-control/&#34;&gt;Grafana RBAC&lt;/a&gt;.&lt;/p&gt;
&lt;h2 id=&#34;next-steps&#34;&gt;Next steps&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href=&#34;../clients/&#34;&gt;Clients&lt;/a&gt;, &lt;a href=&#34;../set-up/&#34;&gt;Set up&lt;/a&gt;, and &lt;a href=&#34;../configure/&#34;&gt;Configure&lt;/a&gt;.&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;../reference/mcp-tools-table/&#34;&gt;MCP tools reference&lt;/a&gt; for tools, permissions, scopes, and RBAC guidance.&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;../set-up/client-configuration-examples/&#34;&gt;Client configuration examples&lt;/a&gt;.&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;../guides/&#34;&gt;Guides&lt;/a&gt;.&lt;/li&gt;
&lt;/ul&gt;
]]></content><description>&lt;h1 id="introduction-to-the-grafana-mcp-server">Introduction to the Grafana MCP server&lt;/h1>
&lt;p>This article outlines what the Grafana MCP server is, what it can do, and how authentication and permissions work.&lt;/p></description></item><item><title>Set up by client</title><link>https://grafana.com/docs/grafana/v13.0/developer-resources/mcp/clients/</link><pubDate>Thu, 23 Apr 2026 10:03:11 +0200</pubDate><guid>https://grafana.com/docs/grafana/v13.0/developer-resources/mcp/clients/</guid><content><![CDATA[&lt;h1 id=&#34;set-up-by-client&#34;&gt;Set up by client&lt;/h1&gt;
&lt;p&gt;Configure the Grafana MCP server for your MCP-compatible client. Each guide lists the config file location and a working server block.&lt;/p&gt;
&lt;p&gt;Refer to &lt;a href=&#34;../set-up/client-configuration-examples/&#34;&gt;Client configuration examples&lt;/a&gt; and &lt;a href=&#34;../set-up/&#34;&gt;Set up&lt;/a&gt; when you need more JSON or install options.&lt;/p&gt;
&lt;ul&gt;&lt;li&gt;
    &lt;a href=&#34;/docs/grafana/v13.0/developer-resources/mcp/clients/claude-desktop/&#34;&gt;Claude Desktop&lt;/a&gt;&lt;br&gt;Set up the Grafana MCP server for Claude Desktop.&lt;/li&gt;&lt;li&gt;
    &lt;a href=&#34;/docs/grafana/v13.0/developer-resources/mcp/clients/cursor/&#34;&gt;Cursor&lt;/a&gt;&lt;br&gt;Set up the Grafana MCP server for Cursor.&lt;/li&gt;&lt;li&gt;
    &lt;a href=&#34;/docs/grafana/v13.0/developer-resources/mcp/clients/codex/&#34;&gt;Codex CLI&lt;/a&gt;&lt;br&gt;Set up the Grafana MCP server for the OpenAI Codex CLI.&lt;/li&gt;&lt;li&gt;
    &lt;a href=&#34;/docs/grafana/v13.0/developer-resources/mcp/clients/vscode-copilot/&#34;&gt;VS Code and GitHub Copilot&lt;/a&gt;&lt;br&gt;Set up the Grafana MCP server for VS Code with GitHub Copilot agent mode.&lt;/li&gt;&lt;li&gt;
    &lt;a href=&#34;/docs/grafana/v13.0/developer-resources/mcp/clients/claude-code/&#34;&gt;Claude Code&lt;/a&gt;&lt;br&gt;Set up the Grafana MCP server for the Claude Code CLI.&lt;/li&gt;&lt;li&gt;
    &lt;a href=&#34;/docs/grafana/v13.0/developer-resources/mcp/clients/gemini-cli/&#34;&gt;Gemini CLI&lt;/a&gt;&lt;br&gt;Set up the Grafana MCP server for the Google Gemini CLI.&lt;/li&gt;&lt;li&gt;
    &lt;a href=&#34;/docs/grafana/v13.0/developer-resources/mcp/clients/windsurf/&#34;&gt;Windsurf&lt;/a&gt;&lt;br&gt;Set up the Grafana MCP server for Windsurf.&lt;/li&gt;&lt;li&gt;
    &lt;a href=&#34;/docs/grafana/v13.0/developer-resources/mcp/clients/zed/&#34;&gt;Zed&lt;/a&gt;&lt;br&gt;Set up the Grafana MCP server for the Zed editor.&lt;/li&gt;&lt;/ul&gt;
]]></content><description>&lt;h1 id="set-up-by-client">Set up by client&lt;/h1>
&lt;p>Configure the Grafana MCP server for your MCP-compatible client. Each guide lists the config file location and a working server block.&lt;/p></description></item><item><title>Set up the Grafana MCP server</title><link>https://grafana.com/docs/grafana/v13.0/developer-resources/mcp/set-up/</link><pubDate>Thu, 23 Apr 2026 10:03:11 +0200</pubDate><guid>https://grafana.com/docs/grafana/v13.0/developer-resources/mcp/set-up/</guid><content><![CDATA[&lt;h1 id=&#34;set-up-the-grafana-mcp-server&#34;&gt;Set up the Grafana MCP server&lt;/h1&gt;
&lt;p&gt;Choose how you install and run the Grafana MCP server. Start with &lt;code&gt;uvx&lt;/code&gt; for the least setup, or use Docker, a downloaded binary, or Helm when that fits your environment. Refer to &lt;a href=&#34;../clients/&#34;&gt;Clients&lt;/a&gt; for client-specific steps and &lt;a href=&#34;client-configuration-examples/&#34;&gt;Client configuration examples&lt;/a&gt; for copy-paste MCP JSON (debug, TLS, and more).&lt;/p&gt;
&lt;ul&gt;&lt;li&gt;
    &lt;a href=&#34;/docs/grafana/v13.0/developer-resources/mcp/set-up/install-with-uvx/&#34;&gt;Install with uvx&lt;/a&gt;&lt;br&gt;Run the Grafana MCP server with uvx for a zero-install setup.&lt;/li&gt;&lt;li&gt;
    &lt;a href=&#34;/docs/grafana/v13.0/developer-resources/mcp/set-up/install-with-docker/&#34;&gt;Install with Docker&lt;/a&gt;&lt;br&gt;Run the Grafana MCP server using the official Docker image.&lt;/li&gt;&lt;li&gt;
    &lt;a href=&#34;/docs/grafana/v13.0/developer-resources/mcp/set-up/install-the-binary/&#34;&gt;Install the binary&lt;/a&gt;&lt;br&gt;Download or build the Grafana MCP server binary.&lt;/li&gt;&lt;li&gt;
    &lt;a href=&#34;/docs/grafana/v13.0/developer-resources/mcp/set-up/deploy-with-helm/&#34;&gt;Deploy with Helm&lt;/a&gt;&lt;br&gt;Deploy the Grafana MCP server to Kubernetes using the Helm chart.&lt;/li&gt;&lt;li&gt;
    &lt;a href=&#34;/docs/grafana/v13.0/developer-resources/mcp/set-up/client-configuration-examples/&#34;&gt;Client configuration examples&lt;/a&gt;&lt;br&gt;Example MCP client JSON for uvx, binary, Docker, VS Code, and debug mode.&lt;/li&gt;&lt;/ul&gt;
]]></content><description>&lt;h1 id="set-up-the-grafana-mcp-server">Set up the Grafana MCP server&lt;/h1>
&lt;p>Choose how you install and run the Grafana MCP server. Start with &lt;code>uvx&lt;/code> for the least setup, or use Docker, a downloaded binary, or Helm when that fits your environment. Refer to &lt;a href="../clients/">Clients&lt;/a> for client-specific steps and &lt;a href="client-configuration-examples/">Client configuration examples&lt;/a> for copy-paste MCP JSON (debug, TLS, and more).&lt;/p></description></item><item><title>Reference</title><link>https://grafana.com/docs/grafana/v13.0/developer-resources/mcp/reference/</link><pubDate>Thu, 23 Apr 2026 10:03:11 +0200</pubDate><guid>https://grafana.com/docs/grafana/v13.0/developer-resources/mcp/reference/</guid><content><![CDATA[&lt;h1 id=&#34;reference&#34;&gt;Reference&lt;/h1&gt;
&lt;p&gt;Technical reference for the Grafana MCP server, including the MCP tools permission table.&lt;/p&gt;
&lt;ul&gt;&lt;li&gt;
    &lt;a href=&#34;/docs/grafana/v13.0/developer-resources/mcp/reference/mcp-tools-table/&#34;&gt;MCP tools reference&lt;/a&gt;&lt;br&gt;MCP tools, required Grafana RBAC permissions and scopes, and related guidance.&lt;/li&gt;&lt;/ul&gt;
]]></content><description>&lt;h1 id="reference">Reference&lt;/h1>
&lt;p>Technical reference for the Grafana MCP server, including the MCP tools permission table.&lt;/p>
&lt;ul>&lt;li>
&lt;a href="/docs/grafana/v13.0/developer-resources/mcp/reference/mcp-tools-table/">MCP tools reference&lt;/a>&lt;br>MCP tools, required Grafana RBAC permissions and scopes, and related guidance.&lt;/li>&lt;/ul></description></item><item><title>Configure the Grafana MCP server</title><link>https://grafana.com/docs/grafana/v13.0/developer-resources/mcp/configure/</link><pubDate>Thu, 23 Apr 2026 10:03:11 +0200</pubDate><guid>https://grafana.com/docs/grafana/v13.0/developer-resources/mcp/configure/</guid><content><![CDATA[&lt;h1 id=&#34;configure-the-grafana-mcp-server&#34;&gt;Configure the Grafana MCP server&lt;/h1&gt;
&lt;p&gt;Configure how the server connects to Grafana, which tools are enabled, and how clients connect to the server.&lt;/p&gt;
&lt;ul&gt;&lt;li&gt;
    &lt;a href=&#34;/docs/grafana/v13.0/developer-resources/mcp/configure/authentication/&#34;&gt;Authentication&lt;/a&gt;&lt;br&gt;Authenticate the Grafana MCP server to Grafana using a service account token or username and password.&lt;/li&gt;&lt;li&gt;
    &lt;a href=&#34;/docs/grafana/v13.0/developer-resources/mcp/configure/transports-and-addresses/&#34;&gt;Transports and addresses&lt;/a&gt;&lt;br&gt;Choose how the Grafana MCP server communicates with clients: stdio, SSE, or streamable-http.&lt;/li&gt;&lt;li&gt;
    &lt;a href=&#34;/docs/grafana/v13.0/developer-resources/mcp/configure/enable-and-disable-tools/&#34;&gt;Enable and disable tools&lt;/a&gt;&lt;br&gt;Control which MCP tools the Grafana MCP server exposes and use read-only mode.&lt;/li&gt;&lt;li&gt;
    &lt;a href=&#34;/docs/grafana/v13.0/developer-resources/mcp/configure/client-tls-grafana-connection/&#34;&gt;Client TLS (Grafana connection)&lt;/a&gt;&lt;br&gt;Use TLS certificates when the Grafana MCP server connects to Grafana (mTLS or custom CA).&lt;/li&gt;&lt;li&gt;
    &lt;a href=&#34;/docs/grafana/v13.0/developer-resources/mcp/configure/proxied-tools/&#34;&gt;Proxied tools&lt;/a&gt;&lt;br&gt;Additional MCP tools loaded through Grafana’s datasource proxy; today only Grafana Tempo.&lt;/li&gt;&lt;li&gt;
    &lt;a href=&#34;/docs/grafana/v13.0/developer-resources/mcp/configure/server-tls-streamable-http/&#34;&gt;Server TLS (streamable-http)&lt;/a&gt;&lt;br&gt;Serve the Grafana MCP server over HTTPS when using streamable-http transport.&lt;/li&gt;&lt;li&gt;
    &lt;a href=&#34;/docs/grafana/v13.0/developer-resources/mcp/configure/multi-organization-and-headers/&#34;&gt;Multi-organization and headers&lt;/a&gt;&lt;br&gt;Target a specific Grafana organization and send custom HTTP headers from the MCP server.&lt;/li&gt;&lt;li&gt;
    &lt;a href=&#34;/docs/grafana/v13.0/developer-resources/mcp/configure/command-line-flags/&#34;&gt;Command-line flags&lt;/a&gt;&lt;br&gt;CLI flags for the mcp-grafana binary, including transports, tools, TLS, and read-only mode.&lt;/li&gt;&lt;li&gt;
    &lt;a href=&#34;/docs/grafana/v13.0/developer-resources/mcp/configure/health-check-endpoint/&#34;&gt;Health check endpoint&lt;/a&gt;&lt;br&gt;HTTP health check for SSE and streamable-http transports.&lt;/li&gt;&lt;/ul&gt;
]]></content><description>&lt;h1 id="configure-the-grafana-mcp-server">Configure the Grafana MCP server&lt;/h1>
&lt;p>Configure how the server connects to Grafana, which tools are enabled, and how clients connect to the server.&lt;/p>
&lt;ul>&lt;li>
&lt;a href="/docs/grafana/v13.0/developer-resources/mcp/configure/authentication/">Authentication&lt;/a>&lt;br>Authenticate the Grafana MCP server to Grafana using a service account token or username and password.&lt;/li>&lt;li>
&lt;a href="/docs/grafana/v13.0/developer-resources/mcp/configure/transports-and-addresses/">Transports and addresses&lt;/a>&lt;br>Choose how the Grafana MCP server communicates with clients: stdio, SSE, or streamable-http.&lt;/li>&lt;li>
&lt;a href="/docs/grafana/v13.0/developer-resources/mcp/configure/enable-and-disable-tools/">Enable and disable tools&lt;/a>&lt;br>Control which MCP tools the Grafana MCP server exposes and use read-only mode.&lt;/li>&lt;li>
&lt;a href="/docs/grafana/v13.0/developer-resources/mcp/configure/client-tls-grafana-connection/">Client TLS (Grafana connection)&lt;/a>&lt;br>Use TLS certificates when the Grafana MCP server connects to Grafana (mTLS or custom CA).&lt;/li>&lt;li>
&lt;a href="/docs/grafana/v13.0/developer-resources/mcp/configure/proxied-tools/">Proxied tools&lt;/a>&lt;br>Additional MCP tools loaded through Grafana’s datasource proxy; today only Grafana Tempo.&lt;/li>&lt;li>
&lt;a href="/docs/grafana/v13.0/developer-resources/mcp/configure/server-tls-streamable-http/">Server TLS (streamable-http)&lt;/a>&lt;br>Serve the Grafana MCP server over HTTPS when using streamable-http transport.&lt;/li>&lt;li>
&lt;a href="/docs/grafana/v13.0/developer-resources/mcp/configure/multi-organization-and-headers/">Multi-organization and headers&lt;/a>&lt;br>Target a specific Grafana organization and send custom HTTP headers from the MCP server.&lt;/li>&lt;li>
&lt;a href="/docs/grafana/v13.0/developer-resources/mcp/configure/command-line-flags/">Command-line flags&lt;/a>&lt;br>CLI flags for the mcp-grafana binary, including transports, tools, TLS, and read-only mode.&lt;/li>&lt;li>
&lt;a href="/docs/grafana/v13.0/developer-resources/mcp/configure/health-check-endpoint/">Health check endpoint&lt;/a>&lt;br>HTTP health check for SSE and streamable-http transports.&lt;/li>&lt;/ul></description></item><item><title>Guides</title><link>https://grafana.com/docs/grafana/v13.0/developer-resources/mcp/guides/</link><pubDate>Thu, 23 Apr 2026 10:03:11 +0200</pubDate><guid>https://grafana.com/docs/grafana/v13.0/developer-resources/mcp/guides/</guid><content><![CDATA[&lt;h1 id=&#34;guides&#34;&gt;Guides&lt;/h1&gt;
&lt;p&gt;Step-by-step use cases for the Grafana MCP server: query metrics and logs, search and inspect dashboards, manage alert rules, generate deeplinks, run panel queries, and use Grafana Incident and Sift.&lt;/p&gt;
&lt;ul&gt;&lt;li&gt;
    &lt;a href=&#34;/docs/grafana/v13.0/developer-resources/mcp/guides/query-metrics-with-prometheus/&#34;&gt;Query metrics with Prometheus&lt;/a&gt;&lt;br&gt;Use the MCP server to run PromQL queries against a Prometheus datasource from your AI assistant.&lt;/li&gt;&lt;li&gt;
    &lt;a href=&#34;/docs/grafana/v13.0/developer-resources/mcp/guides/query-logs-with-loki/&#34;&gt;Query logs with Loki&lt;/a&gt;&lt;br&gt;Use the MCP server to run LogQL queries against a Loki datasource from your AI assistant.&lt;/li&gt;&lt;li&gt;
    &lt;a href=&#34;/docs/grafana/v13.0/developer-resources/mcp/guides/search-and-inspect-dashboards/&#34;&gt;Search and inspect dashboards&lt;/a&gt;&lt;br&gt;Use the MCP server to search dashboards and get summaries or panel queries without loading full JSON.&lt;/li&gt;&lt;li&gt;
    &lt;a href=&#34;/docs/grafana/v13.0/developer-resources/mcp/guides/manage-alert-rules/&#34;&gt;Manage alert rules&lt;/a&gt;&lt;br&gt;Use the MCP server to list, create, update, and delete Grafana alert rules and manage routing.&lt;/li&gt;&lt;li&gt;
    &lt;a href=&#34;/docs/grafana/v13.0/developer-resources/mcp/guides/generate-deeplinks-to-grafana/&#34;&gt;Generate deeplinks to Grafana&lt;/a&gt;&lt;br&gt;Use the MCP server to create accurate dashboard, panel, and Explore links instead of guessing URLs.&lt;/li&gt;&lt;li&gt;
    &lt;a href=&#34;/docs/grafana/v13.0/developer-resources/mcp/guides/run-a-dashboard-panel-query/&#34;&gt;Run a dashboard panel query&lt;/a&gt;&lt;br&gt;Use the MCP server to execute a dashboard panel&amp;#39;s query with custom time range and variable overrides.&lt;/li&gt;&lt;li&gt;
    &lt;a href=&#34;/docs/grafana/v13.0/developer-resources/mcp/guides/use-grafana-incident-and-sift/&#34;&gt;Use Grafana Incident and Sift&lt;/a&gt;&lt;br&gt;Use the MCP server to manage Grafana Incident incidents and run Sift investigations (error patterns, slow requests).&lt;/li&gt;&lt;li&gt;
    &lt;a href=&#34;/docs/grafana/v13.0/developer-resources/mcp/guides/query-metrics-with-influxdb/&#34;&gt;Query metrics with InfluxDB&lt;/a&gt;&lt;br&gt;Use the MCP server to run Flux or InfluxQL queries against an InfluxDB datasource from your AI assistant.&lt;/li&gt;&lt;/ul&gt;
]]></content><description>&lt;h1 id="guides">Guides&lt;/h1>
&lt;p>Step-by-step use cases for the Grafana MCP server: query metrics and logs, search and inspect dashboards, manage alert rules, generate deeplinks, run panel queries, and use Grafana Incident and Sift.&lt;/p></description></item><item><title>Developer</title><link>https://grafana.com/docs/grafana/v13.0/developer-resources/mcp/developer/</link><pubDate>Thu, 23 Apr 2026 10:03:11 +0200</pubDate><guid>https://grafana.com/docs/grafana/v13.0/developer-resources/mcp/developer/</guid><content><![CDATA[&lt;h1 id=&#34;developer&#34;&gt;Developer&lt;/h1&gt;
&lt;p&gt;Build and test the server from source, use it as a Go library, and run it with Prometheus metrics and OpenTelemetry tracing.&lt;/p&gt;
&lt;ul&gt;&lt;li&gt;
    &lt;a href=&#34;/docs/grafana/v13.0/developer-resources/mcp/developer/go-sdk/&#34;&gt;Go SDK (programmatic use)&lt;/a&gt;&lt;br&gt;Use the Grafana MCP server as a Go library to build custom MCP contexts and TLS configuration.&lt;/li&gt;&lt;li&gt;
    &lt;a href=&#34;/docs/grafana/v13.0/developer-resources/mcp/developer/observability-metrics-and-tracing/&#34;&gt;Observability (metrics and tracing)&lt;/a&gt;&lt;br&gt;Expose Prometheus metrics and OpenTelemetry tracing from the Grafana MCP server.&lt;/li&gt;&lt;li&gt;
    &lt;a href=&#34;/docs/grafana/v13.0/developer-resources/mcp/developer/build-and-test/&#34;&gt;Build, test, and lint&lt;/a&gt;&lt;br&gt;Run the Grafana MCP server from source, execute tests, and lint the repository.&lt;/li&gt;&lt;/ul&gt;
]]></content><description>&lt;h1 id="developer">Developer&lt;/h1>
&lt;p>Build and test the server from source, use it as a Go library, and run it with Prometheus metrics and OpenTelemetry tracing.&lt;/p>
&lt;ul>&lt;li>
&lt;a href="/docs/grafana/v13.0/developer-resources/mcp/developer/go-sdk/">Go SDK (programmatic use)&lt;/a>&lt;br>Use the Grafana MCP server as a Go library to build custom MCP contexts and TLS configuration.&lt;/li>&lt;li>
&lt;a href="/docs/grafana/v13.0/developer-resources/mcp/developer/observability-metrics-and-tracing/">Observability (metrics and tracing)&lt;/a>&lt;br>Expose Prometheus metrics and OpenTelemetry tracing from the Grafana MCP server.&lt;/li>&lt;li>
&lt;a href="/docs/grafana/v13.0/developer-resources/mcp/developer/build-and-test/">Build, test, and lint&lt;/a>&lt;br>Run the Grafana MCP server from source, execute tests, and lint the repository.&lt;/li>&lt;/ul></description></item><item><title>Troubleshooting</title><link>https://grafana.com/docs/grafana/v13.0/developer-resources/mcp/troubleshooting/</link><pubDate>Thu, 23 Apr 2026 10:03:11 +0200</pubDate><guid>https://grafana.com/docs/grafana/v13.0/developer-resources/mcp/troubleshooting/</guid><content><![CDATA[&lt;h1 id=&#34;troubleshooting&#34;&gt;Troubleshooting&lt;/h1&gt;
&lt;p&gt;Diagnose common problems with the Grafana MCP server and Grafana compatibility.&lt;/p&gt;
&lt;ul&gt;&lt;li&gt;
    &lt;a href=&#34;/docs/grafana/v13.0/developer-resources/mcp/troubleshooting/grafana-version-compatibility/&#34;&gt;Grafana version compatibility&lt;/a&gt;&lt;br&gt;Datasource errors on Grafana versions earlier than 9.0.&lt;/li&gt;&lt;/ul&gt;
]]></content><description>&lt;h1 id="troubleshooting">Troubleshooting&lt;/h1>
&lt;p>Diagnose common problems with the Grafana MCP server and Grafana compatibility.&lt;/p>
&lt;ul>&lt;li>
&lt;a href="/docs/grafana/v13.0/developer-resources/mcp/troubleshooting/grafana-version-compatibility/">Grafana version compatibility&lt;/a>&lt;br>Datasource errors on Grafana versions earlier than 9.0.&lt;/li>&lt;/ul></description></item></channel></rss>