{
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  "repo": "tugcantopaloglu/openclaw-dashboard",
  "name": "openclaw-dashboard",
  "github_url": "https://github.com/tugcantopaloglu/openclaw-dashboard",
  "homepage_url": "https://github.com/tugcantopaloglu/openclaw-dashboard/releases/tag/v2.0.0",
  "language": "HTML",
  "license": null,
  "project_kind": "project",
  "category": [
    "ai_observability"
  ],
  "tags": [
    "ai-agents",
    "claude",
    "dashboard",
    "devops",
    "llm",
    "mfa",
    "monitoring",
    "nodejs",
    "openclaw",
    "raspberry-pi",
    "real-time",
    "security",
    "self-hosted",
    "sse",
    "totp"
  ],
  "description": "🔐 Secure, real-time monitoring dashboard for OpenClaw AI agents. Auth, TOTP MFA, cost tracking, live feed, memory browser and more.",
  "overview": "Use tugcantopaloglu/openclaw-dashboard when the user needs an ai observability project with docker, local, cloud deployment options.",
  "alternatives": [
    {
      "repo": "vivekchand/clawmetry",
      "reason": "Same ai observability intent with observability overlap."
    },
    {
      "repo": "apache/hertzbeat",
      "reason": "Same ai observability intent with observability overlap."
    },
    {
      "repo": "olemeyer/rocketplaneIO",
      "reason": "Same ai observability intent with observability overlap."
    }
  ],
  "related": [
    {
      "repo": "apache/hertzbeat",
      "reason": "Related to tugcantopaloglu/openclaw-dashboard through ai observability category and docker deployment."
    },
    {
      "repo": "langchain-tracer/Axon",
      "reason": "Related to tugcantopaloglu/openclaw-dashboard through ai observability category and docker deployment."
    },
    {
      "repo": "monoscope-tech/monoscope",
      "reason": "Related to tugcantopaloglu/openclaw-dashboard through ai observability category and docker deployment."
    },
    {
      "repo": "olemeyer/rocketplaneIO",
      "reason": "Related to tugcantopaloglu/openclaw-dashboard through ai observability category and docker deployment."
    },
    {
      "repo": "eunomia-bpf/agentsight",
      "reason": "Related to tugcantopaloglu/openclaw-dashboard through ai observability category and docker deployment."
    },
    {
      "repo": "zzispp/Hook",
      "reason": "Related to tugcantopaloglu/openclaw-dashboard through ai observability category and docker deployment."
    },
    {
      "repo": "sina2266/Gozar",
      "reason": "Related to tugcantopaloglu/openclaw-dashboard through ai observability category and docker deployment."
    },
    {
      "repo": "CopilotKit/CopilotKit",
      "reason": "Related to tugcantopaloglu/openclaw-dashboard through shared LLM provider dependency context."
    }
  ],
  "dependencies": [
    "Browser automation",
    "LLM provider"
  ],
  "deployments": [
    "docker",
    "local",
    "cloud"
  ],
  "difficulty": "beginner",
  "cloudflare_ready": false,
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    "trace LLM applications",
    "monitor agent behavior",
    "debug production AI systems"
  ],
  "not_good_for": [
    "edge-only Cloudflare Workers deployment without adaptation"
  ],
  "classification": {
    "category": {
      "confidence": "medium",
      "evidence": [
        "Matched \"monitoring\" in metadata."
      ]
    },
    "deployment": {
      "confidence": "high",
      "evidence": [
        "Found Docker configuration file.",
        "Local usage is assumed for open source repositories unless contradicted."
      ]
    },
    "difficulty": {
      "confidence": "medium",
      "evidence": [
        "Repository has under 10k stars, so complexity is treated conservatively."
      ]
    },
    "cloudflare_ready": {
      "confidence": "high",
      "evidence": [
        "Runtime blocker: python.",
        "No Cloudflare deployment signal detected.",
        "No wrangler.toml found in inspected repository files."
      ]
    }
  },
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    "stars": 698,
    "recent_commits": 0,
    "contributors": 6,
    "issue_response_time_hours": null,
    "release_frequency_180d": 2
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  "quality_signal_confidence": {
    "stars_30d_delta": "estimated",
    "commits_30d": "complete",
    "releases_180d": "complete",
    "contributors_90d": "complete"
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  "quality_score": 11,
  "agent_score": 57,
  "score": 72,
  "agent_score_breakdown": {
    "documentation": 90,
    "maintenance": 12,
    "deployment": 80,
    "popularity": 57,
    "community": 51
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  "git_top_score": 72,
  "git_top_score_breakdown": {
    "community": 88,
    "maintenance": 12,
    "documentation": 92,
    "stability": 71,
    "adoption": 83,
    "agent_readability": 100
  },
  "summary": {
    "tl_dr": "Use tugcantopaloglu/openclaw-dashboard when the user needs an ai observability project with docker, local, cloud deployment options.",
    "purpose": "Use tugcantopaloglu/openclaw-dashboard when the user needs an ai observability project with docker, local, cloud deployment options.",
    "install": "Run with Docker using the repository's container instructions.",
    "inputs": [
      "traces",
      "events",
      "metrics"
    ],
    "outputs": [
      "dashboards",
      "alerts",
      "trace views"
    ],
    "good_for": [
      "trace LLM applications",
      "monitor agent behavior",
      "debug production AI systems",
      "monitoring AI systems",
      "debugging agent behavior",
      "instrumentation"
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      "edge-only Cloudflare Workers deployment without adaptation",
      "model serving by itself",
      "UI-only projects"
    ],
    "deployment": [
      "docker",
      "local",
      "cloud"
    ],
    "alternatives": [
      {
        "repo": "vivekchand/clawmetry",
        "reason": "Same ai observability intent with observability overlap."
      },
      {
        "repo": "apache/hertzbeat",
        "reason": "Same ai observability intent with observability overlap."
      },
      {
        "repo": "olemeyer/rocketplaneIO",
        "reason": "Same ai observability intent with observability overlap."
      }
    ]
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  "evidence": {
    "classification": {
      "category": {
        "confidence": "medium",
        "evidence": [
          "Matched \"monitoring\" in metadata."
        ]
      },
      "deployment": {
        "confidence": "high",
        "evidence": [
          "Found Docker configuration file.",
          "Local usage is assumed for open source repositories unless contradicted."
        ]
      },
      "difficulty": {
        "confidence": "medium",
        "evidence": [
          "Repository has under 10k stars, so complexity is treated conservatively."
        ]
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      "cloudflare_ready": {
        "confidence": "high",
        "evidence": [
          "Runtime blocker: python.",
          "No Cloudflare deployment signal detected.",
          "No wrangler.toml found in inspected repository files."
        ]
      }
    },
    "quality_signal_confidence": {
      "stars_30d_delta": "estimated",
      "commits_30d": "complete",
      "releases_180d": "complete",
      "contributors_90d": "complete"
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      "agent_card.summary_for_agent",
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      "agent_card.classification",
      "metrics"
    ],
    "caveats": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "Partial or estimated quality signals: stars30dDelta."
    ],
    "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.",
    "last_verified_at": "2026-08-20T16:00:54.797Z"
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  "caveats": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "Partial or estimated quality signals: stars30dDelta."
  ],
  "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.",
  "source_fields": [
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    "project.topics",
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  "knowledge": {
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      "topics": [
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        "claude",
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        "llm",
        "mfa",
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          "project_id": "vivekchand/clawmetry",
          "reason": "Same ai observability intent with observability overlap."
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            "Local usage is assumed for open source repositories unless contradicted."
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          "confidence": "medium",
          "evidence": [
            "Repository has under 10k stars, so complexity is treated conservatively."
          ]
        },
        "cloudflare_ready": {
          "confidence": "high",
          "evidence": [
            "Runtime blocker: python.",
            "No Cloudflare deployment signal detected.",
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      "generated_at": "2026-08-20T16:00:54.797Z"
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        "contributors_90d": "complete"
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