Agent Skills are an open format for extending AI coding agents with specialized knowledge and capabilities. Once installed, your agent uses them whenever it detects a relevant task - no prompting required.
When you ask your AI agent something like "why did this alert fire," "create a dashboard for my Postgres database," or "write a ClickHouse query for these logs," the agent picks the matching skill and follows its instructions.
SigNoz ships these skills two ways:
- The SigNoz plugin - the recommended path. One install bundles every skill plus the MCP server registration, so your agent can both reason about SigNoz and act on your data. Available for Claude Code, Codex, Cursor, VS Code/GitHub Copilot, Gemini CLI, Devin CLI, Grok Build, and Antigravity CLI.
- Individual skills via skills.sh - install one or more skill files on their own, for any skills.sh-compatible agent.
Install the plugin
-
Add the marketplace and install the plugin:
/plugin marketplace add SigNoz/agent-skills /plugin install signoz@signoz-skills -
When prompted for your SigNoz MCP endpoint:
- SigNoz Cloud - use
https://mcp.<region>.signoz.cloud/mcpand replace<region>with your region (us,us2,eu,eu2,in, orin2). Find your region under Settings → Ingestion in SigNoz, or see the region reference. - Self-hosted SigNoz - enter your own HTTP
/mcpURL instead, for examplehttp://localhost:8000/mcp.
- SigNoz Cloud - use
-
Run
/mcp, select thesignozserver, and complete the authentication flow if prompted.
To change the endpoint later, reconfigure the plugin's options or run signoz-mcp-setup with the new region or MCP URL.
To update after new releases:
/plugin marketplace update
/plugin update signoz@signoz-skillsAdd the marketplace:
codex plugin marketplace add SigNoz/agent-skillsThen, in a Codex session started from your project:
-
Run
/plugins, open the SigNoz marketplace, and installsignoz. -
Point the MCP server at your instance with your SigNoz Cloud region (
us,us2,eu,eu2,in,in2) or a self-hosted HTTP MCP URL:signoz-mcp-setup <region> -
Authenticate over OAuth and verify the connection:
codex mcp login signoz codex mcp list # signoz -> enabled, Auth = logged in
The plugin is not yet on the public Cursor Marketplace, so install it through a Team Marketplace:
- Add
https://github.com/SigNoz/agent-skillsas a team marketplace under Settings → Plugins. - Install the
signozplugin from the marketplace panel. When prompted for your SigNoz Region, select your SigNoz Cloud region (us,us2,eu,eu2,in, orin2) or choose self-hosted. Cloud regions fill inhttps://mcp.<region>.signoz.cloud/mcpautomatically. - Self-hosted only: run
/signoz-mcp-setupin an agent chat with your HTTP MCP URL (for example/signoz-mcp-setup http://localhost:8000/mcp). Until then, the MCP endpoint stays unconfigured. SigNoz Cloud users can skip this step. - Reload Cursor, then open MCP settings and complete authentication for the
signozserver if prompted.
To change the region or endpoint later, run /signoz-mcp-setup again with the correct region or URL and reload Cursor.
These steps install the SigNoz plugin for GitHub Copilot in VS Code.
-
Open GitHub Copilot Chat in VS Code and confirm that you are signed in.
-
Open the Command Palette and run Chat: Install Plugin From Source.
-
Enter
https://github.com/SigNoz/agent-skills, then selectsignozif prompted. -
Return to Copilot Chat, select Agent mode, and run the setup skill with your SigNoz Cloud region (
us,us2,eu,eu2,in, orin2) or a self-hosted HTTP MCP URL:/signoz:signoz-mcp-setup <region-or-mcp-url> -
Approve the
signozMCP server if prompted, then complete authentication. Self-hosted endpoints need no OAuth unless the server runs withOAUTH_ENABLED=true.
Install the extension:
gemini extensions install https://github.com/SigNoz/agent-skillsWhen prompted for the SigNoz MCP endpoint, enter https://mcp.<region>.signoz.cloud/mcp with your SigNoz Cloud region (us, us2, eu, eu2, in, or in2), or your self-hosted URL (for example http://localhost:8000/mcp). Then authenticate:
/mcp auth signozFollow the prompts to enter your SigNoz instance URL and API key.
-
Install the plugin:
devin plugins install SigNoz/agent-skillsThis installs at user level and works across all projects. Devin's plugin system does not bundle MCP servers or prompt for install-time config, so the next steps set that up.
-
In a Devin session, run the setup skill with your SigNoz Cloud region (
us,us2,eu,eu2,in,in2) or a self-hosted HTTP MCP URL. Devin namespaces plugin skills as/<plugin>:<skill>, so it's invoked as/signoz:signoz-mcp-setup:/signoz:signoz-mcp-setup <region-or-mcp-url>This writes a
signozentry into the highest-precedence Devin config scope that already has one, or~/.config/devin/config.jsonby default. -
Authenticate:
- SigNoz Cloud - start a new session and run
devin mcp login signozto complete OAuth. - Self-hosted SigNoz - no OAuth step is needed unless the server runs with
OAUTH_ENABLED=true.
- SigNoz Cloud - start a new session and run
-
Install the plugin directly from the repository. Antigravity stages the repo root as a native plugin and registers the
signozMCP server and its skills automatically:agy plugin install https://github.com/SigNoz/agent-skills agy plugin list # confirm signoz is loadedReinstall with the same command to update.
-
The plugin defaults to the SigNoz Cloud
usendpoint (https://mcp.us.signoz.cloud/mcp). To point it at a different region or a self-hosted instance, run the setup skill in theagyprompt with your SigNoz Cloud region (us,us2,eu,eu2,in,in2) or a self-hosted HTTP MCP URL (ex:http://localhost:8000/mcp):/signoz:signoz-mcp-setup <region-or-mcp-url>This rewrites
serverUrlin the installedmcp_config.json. SigNoz Cloudususers can skip this step. -
Authenticate. In the
agyprompt, type/mcp, select thesignozserver, and choose Authenticate to start the OAuth flow, then complete it in the browser. Self-hosted endpoints need no OAuth unless the server runs withOAUTH_ENABLED=true.
-
Add the marketplace and install the plugin.
--trustis required for the bundled MCP server and hooks to activate - without it the skills load but thesignozserver stays inactive:grok plugin marketplace add SigNoz/agent-skills grok plugin install signoz --trustTo skip the marketplace source, install the plugin subdirectory directly with
grok plugin install SigNoz/agent-skills#plugins/signoz --trust. -
The plugin defaults to the SigNoz Cloud
usendpoint (https://mcp.us.signoz.cloud/mcp), soususers can skip this step. To point it at a different region or a self-hosted instance, add the endpoint to Grok's own config with your SigNoz Cloud region (us,us2,eu,eu2,in,in2) or a self-hosted HTTP MCP URL (ex:http://localhost:8000/mcp):grok mcp add signoz -t http https://mcp.<region>.signoz.cloud/mcp -s userA
[mcp_servers.signoz]entry replaces the plugin's own registration rather than adding a second server, and unlike the bundled file it survives plugin updates. Use-s projectto write./.grok/config.tomland share the endpoint with everyone working in that directory. You can also run/signoz-mcp-setup <region-or-mcp-url>in a Grok session and let the setup skill do it. -
Authenticate. Run
/mcpsto open the MCP Servers modal, pressrto refresh the list, select thesignozserver, and pressito start the OAuth flow, then complete it in the browser. Self-hosted endpoints need no OAuth unless the server runs withOAUTH_ENABLED=true. Verify withgrok mcp doctor signoz.
To update after new releases:
grok plugin marketplace update
grok plugin update signozInstall individual skills
If you want only specific skills, or you use an agent without plugin support, install skill files directly with skills.sh. This works for any compatible agent (Codex, Cursor, Gemini, OpenCode, and more).
Install all SigNoz skills:
npx skills add SigNoz/agent-skillsInstall a specific skill:
npx skills add SigNoz/agent-skills --skill signoz-searching-docs
npx skills add SigNoz/agent-skills --skill signoz-writing-clickhouse-queriesAvailable Skills
The plugin ships the skills below. Your agent selects the right one automatically when it detects a matching task. Click any name to read its source SKILL.md.
Setup and docs
- signoz-mcp-setup - Initialize or repair the SigNoz MCP server configuration for Claude Code, Codex, Cursor, VS Code/GitHub Copilot, Claude Desktop, Gemini CLI, Windsurf, Zed, Antigravity, OpenCode, or another MCP client.
- signoz-searching-docs - SigNoz docs guidance for instrumentation, setup, querying, alerts, and APIs.
Querying your data
- signoz-generating-queries - Generate queries against SigNoz observability data (traces, logs, metrics).
- signoz-writing-clickhouse-queries - Optimized ClickHouse queries for SigNoz OpenTelemetry traces and logs.
Dashboards
- signoz-creating-dashboards - Create a new SigNoz dashboard from a natural-language intent - import a curated template (PostgreSQL, Redis, JVM, k8s, APM, LLM, etc.) when one fits, or build a custom dashboard with metric, trace, and log panels.
- signoz-modifying-dashboards - Modify an existing SigNoz dashboard: add, remove, or edit panels, variables, queries, and layout.
- signoz-explaining-dashboards - Explain panels, queries, and layout of an existing SigNoz dashboard.
Alerts
- signoz-creating-alerts - Create SigNoz alert rules for threshold breaches, error rates, latency, anomaly detection, and absent-data conditions across metrics, logs, and traces.
- signoz-explaining-alerts - Explain and interpret an existing SigNoz alert rule's configuration, evaluation behavior, notification routing, and recent fire frequency.
- signoz-investigating-alerts - Diagnose why a SigNoz alert fired by correlating its signal with neighbor metrics, traces, and logs around the fire window, and ranking likely causes.
Views and workflows
- signoz-managing-views - Create, list, inspect, update, or delete SigNoz saved Explorer views (logs, traces, metrics) via the SigNoz MCP server.
- signoz-setting-up-observability - Orchestrate the full post-ingestion observability setup for a service - SLI/SLO capture, RED/USE exploration, focused dashboards, saved views, burn-rate and absent-data alerts, and a tuning loop - sequencing the single-artifact skills into one SLO-aware workflow.
Cost optimization
- signoz-reducing-telemetry-cost - Investigate and reduce SigNoz telemetry ingestion cost and metric cardinality across metrics, logs, and traces through the Cost Meter, with dashboard-, alert-, and Infra-page-aware reduction recommendations.
Learn more
- SigNoz skills on skills.sh - browse available skills and install instructions.
- GitHub repository - plugin source, skill structure, and per-client setup recipes.
- SigNoz MCP Server - connect and authenticate the MCP server the skills act through.
- AI Use Cases - real-world workflows you can run once everything is wired up.