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ops-mcp-server

Query observability data and execute operational procedures via the ops-mcp-server MCP interface. Covers Kubernetes events, Prometheus metrics, Elasticsearch...

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Query observability data and execute operational procedures via the ops-mcp-server MCP interface. Covers Kubernetes events, Prometheus metrics, Elasticsearch...

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Install for OpenClaw

Quick setup
  1. Download the package from Yavira.
  2. Extract the archive and review SKILL.md first.
  3. Import or place the package into your OpenClaw setup.

Requirements

Target platform
OpenClaw
Install method
Manual import
Extraction
Extract archive
Prerequisites
OpenClaw
Primary doc
SKILL.md

Package facts

Download mode
Yavira redirect
Package format
ZIP package
Source platform
Tencent SkillHub
What's included
README.md, SKILL.md, _meta.json, examples/README.md, examples/events.md, examples/logs.md

Validation

  • Use the Yavira download entry.
  • Review SKILL.md after the package is downloaded.
  • Confirm the extracted package contains the expected setup assets.

Install with your agent

Agent handoff

Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.

  1. Download the package from Yavira.
  2. Extract it into a folder your agent can access.
  3. Paste one of the prompts below and point your agent at the extracted folder.
New install

I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Then review README.md for any prerequisites, environment setup, or post-install checks. Tell me what you changed and call out any manual steps you could not complete.

Upgrade existing

I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run.

Trust & source

Release facts

Source
Tencent SkillHub
Verification
Indexed source record
Version
1.0.3

Documentation

ClawHub primary doc Primary doc: SKILL.md 13 sections Open source page

Ops MCP Server Skill

Access your infrastructure's observability data and execute operational procedures through a unified MCP interface.

Capabilities at a Glance

ModuleToolsWhat it answersEvents (Kubernetes)list-events-from-ops, get-events-from-opsWhat happened to a pod/deployment/node?Metrics (Prometheus)list-metrics-from-prometheus, query-metrics-from-prometheus, query-metrics-range-from-prometheusIs CPU/memory/traffic normal? What changed over time?Logs (Elasticsearch)list-log-indices-from-elasticsearch, search-logs-from-elasticsearch, query-logs-from-elasticsearchWhat errors are in the logs? What did service X log?Traces (Jaeger)get-services-from-jaeger, get-operations-from-jaeger, find-traces-from-jaeger, get-trace-from-jaegerWhy is this request slow? Where did it fail?SOPSlist-sops-from-ops, list-sops-parameters-from-ops, execute-sops-from-opsRun a standard operational procedure

Setup (first-time)

# 1. Use mcporter with npx (no installation needed) # Or install globally: npm i -g mcporter # 2. Register the server cd ~/.openclaw/workspace npx mcporter config add ops-mcp-server --url http://localhost/mcp # 3. Authenticate (if needed) npx mcporter auth ops-mcp-server # On failure, add to ~/.openclaw/workspace/config/mcporter.json: # "headers": { "Authorization": "Bearer YOUR_TOKEN" } # 4. Verify npx mcporter list ops-mcp-server npx mcporter call ops-mcp-server list-events-from-ops page_size=5 # 5. Set env var export OPS_MCP_SERVER_URL="http://localhost/mcp"

How to Investigate: Decision Guide

When a user describes a problem, use this guide to choose starting tools and build a complete picture.

๐Ÿ”ด "Something is broken / service is down"

Kubernetes Events first โ€” check if pods crashed, restarted, or got evicted get-events-from-ops subject_pattern="ops.clusters.*.namespaces.<ns>.pods.*.events" Logs โ€” search for errors around the time of the incident query-logs-from-elasticsearch query="FROM logs-* | WHERE @timestamp > NOW() - 30 minutes | WHERE level == 'error' | LIMIT 50" Traces โ€” find failed or slow requests find-traces-from-jaeger serviceName=<service> tags={"error":"true"}

๐ŸŸก "Performance is degraded / requests are slow"

Metrics โ€” check resource saturation query-metrics-from-prometheus query="100 - (avg(rate(node_cpu_seconds_total{mode='idle'}[5m])) * 100)" query-metrics-range-from-prometheus query="node_memory_MemAvailable_bytes" time_range="1h" step="1m" Traces โ€” find slow spans find-traces-from-jaeger serviceName=<service> durationMin=1000 Logs โ€” look for timeouts or slow query warnings

๐Ÿ”ต "I need to run a procedure / restart something"

List available SOPs list-sops-from-ops Get parameters list-sops-parameters-from-ops sops_id=<id> Execute execute-sops-from-ops sops_id=<id> parameters='{...}'

๐ŸŸข "General health check / nothing specific"

Start with events + a key metrics query, then go deeper based on what you find.

Events โ€” NATS subject pattern format

# Namespace resources ops.clusters.{cluster}.namespaces.{ns}.{resourceType}.{name}.{observation} # Node level ops.clusters.{cluster}.nodes.{nodeName}.{observation} # Notifications ops.notifications.providers.{provider}.channels.{channel}.severities.{severity} Wildcards: * = one segment, > = everything remaining (tail only) Observation types: status | events | alerts | findings Time is Unix milliseconds: $(date +%s)000

Logs โ€” ES|QL query patterns

-- Recent errors FROM logs-* | WHERE @timestamp > NOW() - 30 minutes | WHERE level == 'error' | LIMIT 100 -- Top errors by frequency FROM logs-* | WHERE @timestamp > NOW() - 1 hour | WHERE level == 'error' | STATS count() BY message | SORT count DESC | LIMIT 10 -- Specific service FROM logs-* | WHERE service == 'checkout-service' | WHERE @timestamp > NOW() - 1 hour | LIMIT 50

Metrics โ€” PromQL patterns

# CPU usage 100 - (avg(rate(node_cpu_seconds_total{mode="idle"}[5m])) by (instance) * 100) # Memory available node_memory_MemAvailable_bytes # HTTP error rate rate(http_requests_total{status=~"5.."}[5m])

Detailed Examples & Reference Files

For complete parameter lists, output formats, and advanced patterns, read the relevant file: events โ†’ examples/events.md metrics โ†’ examples/metrics.md logs โ†’ examples/logs.md traces โ†’ examples/traces.md sops โ†’ examples/sops.md event subject format design โ†’ references/design.md Read the relevant example file before making complex tool calls you're unsure about.

What This Skill is NOT For

Direct infrastructure changes (use dedicated automation tooling) Real-time alerting (investigation only, not a monitoring agent) Writing to or modifying operational data (all access is read-only)

Category context

Code helpers, APIs, CLIs, browser automation, testing, and developer operations.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package
5 Docs1 Config
  • SKILL.md Primary doc
  • examples/events.md Docs
  • examples/logs.md Docs
  • examples/README.md Docs
  • README.md Docs
  • _meta.json Config