{
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  "repo": "WagnerAgent/awesome-mcp-servers-devops",
  "name": "awesome-mcp-servers-devops",
  "github_url": "https://github.com/WagnerAgent/awesome-mcp-servers-devops",
  "homepage_url": "https://trywagner.dev",
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    "awesome",
    "awesome-list",
    "aws",
    "azure",
    "devops",
    "devsecops",
    "llm",
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    "model-context-protocol",
    "sre"
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  "description": "A curated, DevOps-focused list of Model Context Protocol (MCP) servers—covering source control, IaC, Kubernetes, CI/CD, cloud, observability, security, and collaboration—with a bias toward maintained, production-ready integrations.",
  "overview": "Use WagnerAgent/awesome-mcp-servers-devops when the user needs a curated mcp server resource collection with docker, kubernetes, local usage paths.",
  "alternatives": [],
  "related": [
    {
      "repo": "the-open-agent/openagent",
      "reason": "Related to WagnerAgent/awesome-mcp-servers-devops through mcp server category and docker deployment."
    },
    {
      "repo": "trpc-group/trpc-agent-go",
      "reason": "Related to WagnerAgent/awesome-mcp-servers-devops through mcp server category and docker deployment."
    },
    {
      "repo": "google-gemini/gemini-cli",
      "reason": "Related to WagnerAgent/awesome-mcp-servers-devops through mcp server category and docker deployment."
    },
    {
      "repo": "redis/mcp-redis",
      "reason": "Related to WagnerAgent/awesome-mcp-servers-devops through mcp server category and docker deployment."
    },
    {
      "repo": "googleapis/mcp-toolbox",
      "reason": "Related to WagnerAgent/awesome-mcp-servers-devops through mcp server category and docker deployment."
    },
    {
      "repo": "stacklok/toolhive",
      "reason": "Related to WagnerAgent/awesome-mcp-servers-devops through mcp server category and docker deployment."
    },
    {
      "repo": "mudler/LocalAI",
      "reason": "Related to WagnerAgent/awesome-mcp-servers-devops through mcp server category and docker deployment."
    },
    {
      "repo": "gefsikatsinelou/MetaSearchMCP",
      "reason": "Related to WagnerAgent/awesome-mcp-servers-devops through mcp server category and docker deployment."
    }
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    "Vector database",
    "LLM provider"
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    "cloud"
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    "compare implementation patterns",
    "bootstrap project selection"
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      "evidence": [
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      ]
    },
    "cloudflare_ready": {
      "confidence": "high",
      "evidence": [
        "Runtime blocker: python.",
        "No Cloudflare deployment signal detected."
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    "recent_commits": 2,
    "contributors": 14,
    "issue_response_time_hours": null,
    "release_frequency_180d": 0
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    "commits_30d": "complete",
    "releases_180d": "complete",
    "contributors_90d": "complete"
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  "agent_score": 59,
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  "agent_score_breakdown": {
    "documentation": 90,
    "maintenance": 20,
    "deployment": 90,
    "popularity": 40,
    "community": 59
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    "maintenance": 15,
    "documentation": 92,
    "stability": 70,
    "adoption": 60,
    "agent_readability": 90
  },
  "summary": {
    "tl_dr": "Use WagnerAgent/awesome-mcp-servers-devops when the user needs a curated mcp server resource collection with docker, kubernetes, local usage paths.",
    "purpose": "Use WagnerAgent/awesome-mcp-servers-devops when the user needs a curated mcp server resource collection with docker, kubernetes, local usage paths.",
    "install": "Reference collection; there is no direct install step.",
    "inputs": [
      "tool definitions",
      "resource config",
      "transport settings"
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      "MCP tools",
      "JSON-RPC responses",
      "server capabilities"
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      "discover related AI projects",
      "compare implementation patterns",
      "bootstrap project selection",
      "agent tool exposure",
      "MCP integrations",
      "tool servers"
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    "not_good_for": [
      "users expecting a single installable runtime or library",
      "edge-only Cloudflare Workers deployment without adaptation",
      "front-end apps",
      "non-tooling backends"
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    "deployment": [
      "docker",
      "kubernetes",
      "local",
      "cloud"
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    "alternatives": []
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  "evidence": {
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        "confidence": "high",
        "evidence": [
          "Matched \"model context protocol\" in metadata.",
          "Matched \"mcp\" in metadata."
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        "confidence": "high",
        "evidence": [
          "Matched \"kubernetes\" in repository content.",
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      "cloudflare_ready": {
        "confidence": "high",
        "evidence": [
          "Runtime blocker: python.",
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      "metrics"
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    "caveats": [
      "users expecting a single installable runtime or library",
      "edge-only Cloudflare Workers deployment without adaptation",
      "Partial or estimated quality signals: stars30dDelta.",
      "Collection/resource hub; not a single installable runtime."
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    "confidence_reason": "Classification evidence and quality signals are strong enough for shortlist reasoning when metadata is current.",
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  "caveats": [
    "users expecting a single installable runtime or library",
    "edge-only Cloudflare Workers deployment without adaptation",
    "Partial or estimated quality signals: stars30dDelta.",
    "Collection/resource hub; not a single installable runtime."
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          "evidence": [
            "Repository has under 10k stars, so complexity is treated conservatively."
          ]
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        "cloudflare_ready": {
          "confidence": "high",
          "evidence": [
            "Runtime blocker: python.",
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      "generated_at": "2026-07-03T23:00:41.678Z"
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