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awesome-agentic-devops
Curated + scored map of official MCP servers and agents for DevOps, Cloud, SRE, and Platform Engineering — every entry rated on production access, approval gates, and audit evidence.
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README
From the repo.
Awesome Agentic DevOps
A curated, official-first catalog of MCP servers, agent skills, AI agents, frameworks, and supporting resources for DevOps, Cloud, SRE, and Platform Engineering. It includes vendor and open-source project resources alongside a clearly labeled community-driven section.
Most agent lists stop at discovery. This one is built for operators:
- Official-first, community-inclusive — 79 entries organized into 15 catalog sections; official vendor and project resources are prioritized, while community-driven entries are separated in a dedicated community section.
- Scored, not just listed — every entry records action capability, human-approval controls, tracing evidence, maturity, and operational risk (how entries are scored).
- Audited by CI — GitHub repository entries are checked weekly for reachability and archived status; non-GitHub documentation links are outside this automated check and require curator review.
- Installable, not just readable — one command installs hundreds of skills from cataloged Google, Microsoft, Azure, Azure DevOps, and Harness sources — plus a separate community set — into Claude Code, Cursor, Codex, VS Code, or Antigravity.
- Runnable, not just theoretical — documented reference-agent examples cover Terraform plan review, drift detection, and policy-driven container image releases.
Safety first: some cataloged tools and agents can change infrastructure. Prefer read-only or proposal mode, require human approval before write actions, and use least-privilege credentials — full guidance in the safety model.
Contents
- Evaluation labels
- Compliance evidence checklist
- Top picks by use case
- Install skills into your coding agent
- Recently added
- Local reference agents
- Curated catalog
- How to contribute
Evaluation labels
| Label | Meaning |
|---|---|
| prod | assessed as production-adjacent; not a readiness guarantee |
| prototype | assessed as a useful prototype |
| mcp | MCP/server integration |
| approval | documents an approval or safety mechanism; enforcement varies |
| evidence | has tracing/evidence/evals |
| write | write-capable; review before use |
Labels are shorthand for structured fields recorded on every entry in data/repos.yaml — how entries are scored explains each field and how it is verified.
Compliance evidence checklist
Production-adjacent agent runs need a reviewable evidence packet, not just a chat transcript. Use the compliance evidence checklist to capture request context, identity and data boundaries, redacted tool calls, approval records, validation output, and follow-ups for MCP servers, skills, incident copilots, Terraform reviewers, and other DevOps agents.
At minimum, record an explicit approval before any write-capable agent mutates infrastructure, source control, CI/CD, identity, secrets, incidents, or production telemetry configuration. If the approval cannot be captured, keep the agent in read-only or proposal mode.
Top picks by use case
| Use case | Start with | Why |
|---|---|---|
| AWS agentic cloud automation | aws/agent-toolkit-for-aws | Official AWS-supported MCP, skills, plugins, project rules, IAM-aware controls, CloudWatch metrics, and CloudTrail auditability. |
| Azure cloud automation | microsoft/mcp microsoft/azure-skills | Official Microsoft MCP and skills/plugin sources for Azure resource workflows. |
| Google Cloud automation | google/mcp googleapis/gcloud-mcp google/skills | Official Google MCP and skills sources for GCP, Cloud Run, GKE, observability, and storage workflows. |
| Source-control DevOps | github/github-mcp-server GitLab MCP server atlassian/atlassian-mcp-server Linear MCP server docs | Official MCP tool surfaces for repos, issues, PRs, Jira, Bitbucket, Linear roadmap/issue workflows, and related delivery workflows. |
| Terraform and IaC | hashicorp/terraform-mcp-server Pulumi MCP Server opentofu/opentofu-mcp-server | Official IaC MCP sources for Terraform Registry/HCP Terraform, Pulumi Cloud automation, and OpenTofu Registry documentation lookup. |
| SRE incident response | grafana/mcp-grafana datadog-labs/mcp-server Honeycomb MCP docs Elastic Agent Builder MCP server docs PagerDuty/pagerduty-mcp-server | Official observability and incident-management MCPs for metrics, logs, traces, SLOs, triggers, indexed operational data, alerts, incidents, and on-call context. |
| FinOps and cloud cost | vantage-sh/vantage-mcp-server | Official Vantage MCP server for cloud spend analysis, budgets, anomalies, reports, and provider-resource cost context across Vantage-connected providers. |
| Security and code quality | OWASP MCP Top 10 cisco-ai-defense/mcp-scanner SonarSource/sonarqube-mcp-server okta/okta-mcp-server Snyk Studio MCP docs snyk/studio-mcp Wiz WIN MCP Server docs CrowdStrike/falcon-mcp DopplerHQ/mcp-server | Official MCPs and security resources for MCP threat modeling, MCP server scanning, code quality, application security, identity-aware workflows, secrets management, agent security, cloud-security posture, and Falcon-platform SOC automation. |
| Data platform operations | mongodb-js/mongodb-mcp-server redis/mcp-redis googleapis/mcp-toolbox dbt-labs/dbt-mcp bytebase/dbhub | Official database and data-platform MCP servers for MongoDB, Redis, Google MCP Toolbox for Databases, dbt, and Bytebase-maintained DBHub. Treat DBHub as independent-vendor-backed and use read-only database credentials/approval gates for SQL execution. |
| Kubernetes and platform operations | kubernetes-sigs/mcp-lifecycle-operator containers/kubernetes-mcp-server skyhook-io/radar | Official Kubernetes SIG lifecycle tooling plus community Kubernetes/OpenShift MCP operations and cluster triage with explicit RBAC/blast-radius notes. |
| CI/CD and GitOps | jenkinsci/mcp-server-plugin argoproj-labs/mcp-for-argocd harness/mcp-server | Official Jenkins, Argo Project, and Harness resources for pipeline, build, deployment, rollback, and GitOps workflows. |
| MCP development and governance | modelcontextprotocol/python-sdk modelcontextprotocol/typescript-sdk modelcontextprotocol/registry Docker MCP Catalog and Toolkit | Official SDKs, registry, and Docker governance surfaces for building, packaging, and controlling DevOps MCP servers. |
| Browser automation and debugging | ChromeDevTools/chrome-devtools-mcp microsoft/playwright-mcp | Official browser automation MCP servers for web-app QA, performance tracing, network/console inspection, and accessibility-tree-driven browser workflows. |
| Agent frameworks and templates | google/adk-python GoogleCloudPlatform/agent-starter-pack | Official Google agent framework and production templates with CI/CD, evaluation, and observability. |
Install skills into your coding agent
Install hundreds of Agent Skills from the cataloged Google, Microsoft, Azure, Azure DevOps, and Harness sources with one command:
# Claude Code, macOS/Linux — installs every official skill into ~/.claude/skills/
curl -fsSL https://raw.githubusercontent.com/DevOpsAIguru123/awesome-agentic-devops/main/install/claude-code/install.sh | sh -s -- --official
Choose breadth with a flag: --official (361 skills), --community (26), or --all (387). Python 3 is the only requirement — there is no pip install step.
Pass --dry-run to preview first. Commands for Cursor, Codex, VS Code, Antigravity (Mac and Windows) — plus target folders and safety notes — are in the install guide. To install just one company or product, use the official skills catalog or the community skills catalog.
Recently added
New catalog entries appear below; notable non-entry changes (formatting, labels, tooling) are in the changelog.
| Date | Entry | Category |
|---|---|---|
| 2026-07-25 | opentofu/opentofu-mcp-server | IaC / OpenTofu Registry MCP |
| 2026-07-23 | containers/kubernetes-mcp-server | Community / Kubernetes and OpenShift |
| 2026-07-23 | cisco-ai-defense/mcp-scanner | Security / MCP server scanning |
| 2026-07-23 | Honeycomb MCP docs | SRE / Honeycomb observability |
| 2026-07-22 | docker/hub-mcp | DevOps / Docker Hub container workflows |
| 2026-07-22 | digitalocean-labs/mcp-digitalocean | Cloud / DigitalOcean |
| 2026-07-22 | googleapis/mcp-toolbox | Data platform / database toolbox |
| 2026-07-22 | dbt-labs/dbt-mcp | Data platform / dbt |
| 2026-07-22 | bytebase/dbhub | Data platform / independent-vendor DBHub SQL MCP |
| 2026-07-22 | aquasecurity/trivy-mcp | Security / Trivy vulnerability scanning |
| 2026-07-22 | Linear MCP server docs | DevOps / Linear issue and roadmap workflows |
| 2026-07-18 | DopplerHQ/mcp-server | Security / Doppler secrets management |
| 2026-07-17 | CrowdStrike/falcon-mcp | Security / CrowdStrike Falcon SOC automation |
| 2026-07-14 | dynatrace-oss/dynatrace-mcp | SRE / Dynatrace observability |
| 2026-07-12 | harness/mcp-server | CI/CD / Harness |
| 2026-07-12 | harness/harness-skills | Agent skills / Harness |
| 2026-07-09 | redis/mcp-redis | Data platform / Redis |
| 2026-07-08 | Elastic Agent Builder MCP server docs | SRE / observability |
| 2026-07-07 | skyhook-io/radar | Kubernetes / community MCP |
| 2026-07-07 | OWASP MCP Top 10 | Agent security / MCP risk framework |
| 2026-07-06 | vantage-sh/vantage-mcp-server | FinOps / cloud cost |
| 2026-07-05 | hashicorp/vault-mcp-server | IaC / secrets management |
| 2026-07-05 | cloudflare/mcp-server-cloudflare | Cloud / edge |
| 2026-07-05 | CircleCI-Public/mcp-server-circleci | CI/CD |
| 2026-07-05 | mongodb-js/mongodb-mcp-server | Data platform |
| 2026-07-05 | backstage/backstage (mcp-actions-backend) | Platform toolkits |
Local reference agents
This repo keeps runnable reference agents under agents/.
| Path | Purpose |
|---|---|
agents/adk/terraform-plan-reviewer | Gemini ADK agent that reviews Terraform plan output and returns structured risk findings. |
agents/adk/terraform-drift-detector | Gemini ADK agent that reviews Terraform Cloud refresh-only plans and sends Discord-ready drift alerts. |
agents/container-image-release-advisor | SonarCloud and Trivy container release pipeline with deterministic policy, protected approval, three reports, and an ADK/Vertex AI or Claude/Sonnet advisory stage. |
Curated catalog
The source of truth is data/repos.yaml. The catalog combines official vendor and open-source project resources with a dedicated section for community-driven tools and references. Entries include executable software as well as SDKs, documentation, security frameworks, registries, and other ecosystem resources.
Official Cloud MCP Servers and Agent Toolkits
| Repo | Labels | Operator note |
|---|---|---|
| aws/agent-toolkit-for-aws | prod mcp approval evidence write | Official AWS-supported toolkit with managed MCP server access, current AWS docs/API knowledge tools, on-demand agent skills, Claude Code/Codex plugins, and project rules for Kiro, Claude Code, Cursor, Codex, and other MCP-compatible agents. |
| awslabs/mcp | prod mcp approval write | Official AWS Labs MCP server collection; useful legacy/source reference while AWS transitions capabilities into Agent Toolkit. |
| microsoft/mcp | prod mcp approval write | Official Microsoft MCP catalog, including Azure cloud and infrastructure MCP references. |
| google/mcp | prod mcp approval write | Official Google MCP repository listing managed and open-source MCP servers for Google and Google Cloud. |
| googleapis/gcloud-mcp | prod mcp approval write | Official Google API repository for gcloud, observability, storage, and backup/disaster-recovery MCP servers. |
| GoogleCloudPlatform/cloud-run-mcp | prod mcp approval write | Official Google Cloud Platform MCP server for deploying apps to Cloud Run. |
| cloudflare/mcp-server-cloudflare | prod mcp approval write | Official Cloudflare MCP servers for account, Workers, and edge configuration workflows. |
| vercel/vercel-mcp-overview | prod mcp approval write | Official public overview of Vercel's hosted MCP server for project and deployment context. |
| digitalocean-labs/mcp-digitalocean | prototype mcp approval write | DigitalOcean Labs MCP integration for self-hosted cloud operations over DigitalOcean droplets, App Platform, databases, and account resources. |
Official DevOps MCP Servers
| Repo | Labels | Operator note |
|---|---|---|
| microsoft/azure-devops-mcp | prod mcp approval write | Official Azure DevOps MCP server with remote-first onboarding and local server option. |
| github/github-mcp-server | prod mcp approval write | Official GitHub MCP server for repository, issue, pull request, code, and workflow automation. |
| GitLab MCP server | prod mcp approval write | Official GitLab MCP server is documented as a GitLab-hosted endpoint rather than a standalone GitHub repo. |
| atlassian/atlassian-mcp-server | prod mcp approval write | Official Atlassian Rovo MCP server for Jira, Confluence, Jira Service Management, Bitbucket, and Compass. |
| Linear MCP server docs | prod mcp approval write | Official Linear documentation for its centrally hosted remote MCP server with OAuth 2.1 dynamic client registration, API-key support, a read-only endpoint, and tools for issue, project, roadmap, and comment workflows. |
| docker/mcp-registry | prod mcp approval evidence | Official Docker MCP registry and catalog source for verified containerized MCP servers. |
| docker/hub-mcp | prototype mcp approval write | Official Docker Hub MCP server for AI-assisted image discovery, image recommendations, and Docker Hub repository workflows. |
| kubernetes-sigs/mcp-lifecycle-operator | prototype mcp approval write | Official Kubernetes SIG operator for declaratively deploying and rolling out MCP servers, not a general kubectl MCP server. |
Official Security and Code-Quality MCP Servers
| Repo | Labels | Operator note |
|---|---|---|
| SonarSource/sonarqube-mcp-server | prod mcp approval | Official SonarQube MCP server for code quality and security insights in AI agents. |
| okta/okta-mcp-server | prod mcp approval write | Official Okta self-hosted MCP server for connecting agents to Okta identity workflows. |
| OWASP MCP Top 10 | prod mcp approval evidence | Official OWASP MCP Top 10 documentation for assessing Model Context Protocol security risks across agentic DevOps integrations. |
| Snyk Studio MCP docs | prod mcp approval evidence | Official Snyk documentation for Snyk Studio agentic security workflows and Snyk MCP Server usage. |
| snyk/studio-mcp | prod mcp approval evidence | Official Snyk MCP server (Go) providing snyk_sca_scan, snyk_code_scan, snyk_iac_scan, snyk_container_scan, snyk_sbom_scan, snyk_secret_scan, and snyk_aibom tools via the snyk mcp CLI command. |
| snyk/agent-scan | prod approval evidence | Official Snyk security scanner for AI agents, MCP servers, and agent skills. |
| Wiz WIN MCP Server docs | prod mcp approval evidence | Official Wiz documentation for the WIN MCP server, adding CNAPP and cloud-security coverage. |
| CrowdStrike/falcon-mcp | prototype mcp approval write | Official CrowdStrike MCP server (Python, public preview) for threat detection, incident investigation, threat intelligence, endpoint inventory, identity protection, NG-SIEM, and cloud security (CSPM/CSVM). Use least-privilege API scopes; write-capable modules can change endpoint policy and detection rules. |
| DopplerHQ/mcp-server | prototype mcp approval write | Official Doppler MCP server (TypeScript, Apache-2.0) providing AI assistants access to the Doppler secrets API. Experimental; use service tokens scoped per config. Write-capable — can create/delete secrets. |
| cisco-ai-defense/mcp-scanner | prod mcp approval evidence | Cisco AI Defense MCP Scanner for scanning MCP servers and tools with YARA rules, LLM-as-judge, Cisco AI Defense Inspect API, dependency checks, readiness checks, and optional VirusTotal analysis. |
| aquasecurity/trivy-mcp | prototype mcp approval evidence | Official Aqua Security Trivy MCP plugin exposing vulnerability, misconfiguration, secret, filesystem, container image, and repository scanning to MCP clients. |
Official CI/CD and GitOps MCP Servers
| Repo | Labels | Operator note |
|---|---|---|
| jenkinsci/mcp-server-plugin | prod mcp approval write | Official Jenkins plugin that enables Jenkins to act as an MCP server for LLM-powered clients. |
| argoproj-labs/mcp-for-argocd | prototype mcp approval write | Argo Project Labs MCP server implementation for Argo CD, filling the GitOps/CD gap in the catalog. |
| controlplaneio-fluxcd/flux-operator (MCP) | prod mcp approval evidence write | Official Flux Operator MCP server from CNCF Flux core maintainers; Go single-binary with read-only mode, kubeconfig scoping, and Kubernetes impersonation. Covers Kustomizations, HelmReleases, drift detection, root cause analysis, and multi-cluster comparison. |
| CircleCI-Public/mcp-server-circleci | prod mcp approval evidence | Official CircleCI MCP server for build failure logs, pipeline status, flaky test detection, and usage analysis. |
| harness/mcp-server | prod mcp approval write | Official Harness MCP server (Go) for CI/CD pipelines, deployments, connectors, feature flags, and infrastructure operations; risk-tiered model blocks destructive ops without confirmation. |
Official MCP SDKs, Reference Implementations, Registries, and Governance Platforms
| Repo | Labels | Operator note |
|---|---|---|
| Docker MCP Catalog and Toolkit docs | prod mcp approval write | Official Docker documentation for MCP Toolkit, MCP Catalog, profiles, CLI, and MCP Gateway. |
| Docker MCP Gateway docs | prod mcp approval write | Official Docker MCP Gateway documentation for secure, centralized orchestration of containerized MCP tools. |
| modelcontextprotocol/servers | prod mcp approval | Official MCP reference server implementations and ecosystem pointers. |
| modelcontextprotocol/python-sdk | prod mcp approval | Official Python SDK for building MCP servers and clients. |
| modelcontextprotocol/typescript-sdk | prod mcp approval | Official TypeScript SDK for Model Context Protocol servers and clients. |
| modelcontextprotocol/registry | prod mcp approval evidence | Official community-driven registry service for Model Context Protocol servers. |
Official CloudOps Agent Samples
| Repo | Labels | Operator note |
|---|---|---|
| aws-samples/sample-cloudops-multi-agent-platform | prototype approval evidence write | AWS Samples reference for a hierarchical multi-agent CloudOps platform using Bedrock AgentCore and Strands Agents SDK. |
Official IaC MCP Servers
| Repo | Labels | Operator note |
|---|---|---|
| hashicorp/terraform-mcp-server | prod mcp approval evidence write | Official HashiCorp Terraform MCP server with registry, HCP Terraform, Terraform Enterprise, and OTel support. |
| Pulumi MCP Server | prod mcp approval write | Official Pulumi hosted MCP server for Pulumi Cloud resources, registry lookup, policies, and Pulumi Neo workflows. |
| hashicorp/vault-mcp-server | prod mcp approval write | Official HashiCorp Vault MCP server (beta) for secrets and mount management alongside Terraform-driven IaC workflows. |
| opentofu/opentofu-mcp-server | prototype mcp approval | Official OpenTofu MCP server for searching the OpenTofu Registry, retrieving provider/module details, resource and data-source docs, and configuration examples via hosted or local MCP deployment. |
Official SRE MCP Servers
| Repo | Labels | Operator note |
|---|---|---|
| grafana/mcp-grafana | prod mcp approval evidence write | Official Grafana MCP server for Grafana and surrounding observability ecosystem access. |
| getsentry/sentry-mcp | prod mcp approval evidence write | Official Sentry MCP service focused on human-in-the-loop coding agents and debugging workflows. |
| datadog-labs/mcp-server | prod mcp approval evidence | Official Datadog MCP server documentation and examples for connecting AI agents to Datadog observability. |
| Honeycomb MCP docs | prod mcp approval evidence write | Official Honeycomb hosted MCP documentation for querying traces, metrics, logs, SLOs, triggers, and AI-optimized observability workflows through OAuth 2.1 or scoped API keys. |
| Datadog MCP Server setup docs | prod mcp approval evidence | Official Datadog MCP setup documentation, including the ChatGPT setup path. |
| Splunk MCP Server | prod mcp approval evidence | Splunkbase listing for the Splunk-supported MCP Server for Splunk Platform, Enterprise, and Cloud customers. |
| PagerDuty/pagerduty-mcp-server | prod mcp approval write | Official PagerDuty MCP server for incidents, services, schedules, event orchestrations, and embedded incident UIs. |
| newrelic/mcp-server | prod mcp approval evidence | Official New Relic MCP server for APM, dashboard, and NRQL-based observability context. |
| dynatrace-oss/dynatrace-mcp | prod mcp approval evidence write | Official Dynatrace open-source MCP server for DQL querying, anomaly/incident/Kubernetes investigation, Davis Copilot AI chat, and deployment automation. |
| Elastic Agent Builder MCP server docs | prod mcp approval evidence | Official Elastic documentation for exposing Agent Builder tools through MCP with Kibana URL and API-key authentication. |
Official Agent Skills and Frameworks
| Repo | Labels | Operator note |
|---|---|---|
| microsoft/azure-devops-skills | prod write | Official Microsoft Azure DevOps skill examples; approval gates should be verified per skill. |
| microsoft/skills | prod mcp approval | Official Microsoft skills, MCP configurations, custom agents, and AGENTS.md guidance for coding agents. |
| microsoft/azure-skills | prod mcp approval write | Official Azure skills plugin with Azure skills, Azure MCP tools, and Foundry MCP coverage. |
| google/skills | prod approval | Official Google Agent Skills repository for Google products and technologies. |
| google/adk-python | prod approval evidence | Official Google Agent Development Kit for building, evaluating, and deploying agents. |
| GoogleCloudPlatform/agent-starter-pack | prod approval evidence | Official Google Cloud starter pack for shipping agents with CI/CD, evaluation, observability, and security. |
| harness/harness-skills | prod approval write | Official Harness agent skills for Claude Code, Cursor, and GitHub Copilot enabling natural-language CI/CD automation via harness/mcp-server. |
Official Platform Agent Toolkits
| Repo | Labels | Operator note |
|---|---|---|
| databricks-solutions/ai-dev-kit | prod mcp approval evidence write | Databricks field-engineering AI Dev Kit with Databricks MCP server, Databricks skills, tools core, and builder app support. |
| kubeflow/mcp-server | prod mcp approval write | Official Kubeflow MCP server for AI-assisted development with Kubeflow tools. |
| backstage/backstage (mcp-actions-backend) | prod mcp approval write | Official CNCF Backstage plugin that exposes Internal Developer Portal actions as MCP tools for AI agents. |
Official Diagramming and Architecture MCP Tools
| Repo | Labels | Operator note |
|---|---|---|
| jgraph/drawio-mcp | prod mcp approval | draw.io MCP server and Claude Code plugin for generating, opening, and exporting draw.io diagrams with shape search. |
Official Browser Automation and Debugging MCP Servers
| Repo | Labels | Operator note |
|---|---|---|
| ChromeDevTools/chrome-devtools-mcp | prod mcp approval evidence write | Official Chrome DevTools MCP server for browser debugging, performance tracing, network inspection, and DOM automation in coding agents. |
| microsoft/playwright-mcp | prod mcp approval write | Official Microsoft Playwright MCP server exposing accessibility-tree browser automation for web QA, scraping, debugging, and exploratory agent loops. |
Official Data Platform MCP Servers
| Repo | Labels | Operator note |
|---|---|---|
| mongodb-js/mongodb-mcp-server | prod mcp approval write | Official MongoDB MCP server (public preview) connecting agents to MongoDB Community, Enterprise, and Atlas deployments. |
| redis/mcp-redis | prod mcp approval write | Official Redis MCP Server for natural-language Redis data management, cache/session workflows, vector search, streams, pub/sub, and Redis documentation lookup. |
| googleapis/mcp-toolbox | prod mcp approval evidence write | Official Google APIs MCP Toolbox for Databases with self-hosted database tools, SDKs, integrated auth, and OpenTelemetry support. |
| dbt-labs/dbt-mcp | prod mcp approval write | Official dbt Labs MCP server for dbt Core, dbt Fusion, and dbt Platform context, including Discovery API, Semantic Layer, project search, and dbt CLI tools. |
| bytebase/dbhub | prod mcp approval write | Bytebase-maintained DBHub MCP server from an independent database DevSecOps vendor for Postgres, MySQL, MariaDB, SQL Server, and SQLite; supports execute_sql plus read-only mode, row limits, and timeouts, so use least-privilege DB credentials and approval gates. |
Official FinOps and Cloud-Cost MCP Servers
| Repo | Labels | Operator note |
|---|---|---|
| vantage-sh/vantage-mcp-server | prod mcp approval evidence write | Official Vantage MCP server for natural-language FinOps workflows over Vantage cloud spend, budgets, anomalies, reports, and provider resources. |
Community Discovery and Skills
| Repo | Labels | Operator note |
|---|---|---|
| rohitg00/awesome-devops-mcp-servers | mcp prototype | Community discovery source for MCP ecosystem mapping and candidate integrations. |
| antonbabenko/terraform-skill | prototype approval | Community Terraform-specific prompt and workflow reference. |
| addyosmani/agent-skills | prod approval | Community engineering skill reference; useful style and structure input for DevOps-specific skills. |
| Agents365-ai/drawio-skill | prototype approval | Community draw.io skill for natural-language diagram generation, visual self-checking, and exports. |
| containers/kubernetes-mcp-server | prod mcp approval evidence write | Community-maintained Containers org MCP server for Kubernetes and OpenShift with direct Kubernetes API access, multi-cluster support, read-only mode, and a read-only production setup guide. |
| skyhook-io/radar | prod mcp approval evidence write | Community open-source Kubernetes UI with a built-in MCP server: read-only cluster/topology/event queries plus RBAC-scoped write and GitOps/Helm tools for AI-assisted operations. |
How to contribute
Start with CONTRIBUTING.md. New entries should update data/repos.yaml, include a real operational use case, classify action level, and explain safety or approval behavior.
Run validation before opening a PR:
python scripts/validate_repos_yaml.py
python scripts/sync_readme_counts.py # refreshes the intro's entry/category counts
pytest -q
python scripts/run_mock_eval_scenarios.py
python scripts/audit_github_repos.py --workers 12 --fail-on-unreachable
Collected info
- ★ 69 stars
- ⎇ 10 forks
- Language: Python
- Source updated: 7/26/2026
Config for your environment
Replace {MCP_ENDPOINT_URL} with this MCP’s endpoint URL (from its repo or docs above). No API key — you connect directly.
Tool
OS
Config file: ~/.cursor/mcp.json
{
"mcpServers": {
"mcp-server": {
"url": "{MCP_ENDPOINT_URL}"
}
}
}Paste into mcpServers in the config file. Restart Cursor after saving.
If this MCP is also published on mcpchannel.ai, you can subscribe from Browse and use the gateway config there instead.