{
  "project_id": "SigNoz/dashboards",
  "repo": "SigNoz/dashboards",
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  "github_url": "https://github.com/SigNoz/dashboards",
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  "language": null,
  "license": "Apache-2.0",
  "project_kind": "collection",
  "collection_metadata": {
    "scope": "starter_collection",
    "curated": true,
    "estimated_items": 10,
    "freshness": "active"
  },
  "category": [
    "ai_app_template"
  ],
  "tags": [],
  "description": "A collection of SigNoz dashboard templates in JSON format for monitoring popular services such as MySQL, MongoDB, APM, JVM, and more. Easily import and customize these dashboards to visualize your application’s performance and metrics with SigNoz.",
  "overview": "Use SigNoz/dashboards when the user needs a curated ai app template resource collection with local, cloud usage paths.",
  "alternatives": [
    {
      "repo": "enescingoz/awesome-n8n-templates",
      "reason": "Similar ai app template with local/cloud deployment overlap."
    },
    {
      "repo": "n8n-io/n8n-hosting",
      "reason": "Similar ai app template with local/cloud deployment overlap."
    },
    {
      "repo": "cloudflare/templates",
      "reason": "Similar ai app template with local deployment overlap."
    }
  ],
  "related": [
    {
      "repo": "ai-builders-foundation/ai-builders-curriculum",
      "reason": "Related to SigNoz/dashboards through ai app template category and local deployment."
    },
    {
      "repo": "vonzosten/awesome-LangGraph",
      "reason": "Related to SigNoz/dashboards through ai app template category and local deployment."
    },
    {
      "repo": "n8n-io/self-hosted-ai-starter-kit",
      "reason": "Related to SigNoz/dashboards through ai app template category and local deployment."
    },
    {
      "repo": "google-gemini/starter-applets",
      "reason": "Related to SigNoz/dashboards through ai app template category and local deployment."
    },
    {
      "repo": "openai/openai-chatkit-advanced-samples",
      "reason": "Related to SigNoz/dashboards through ai app template category and local deployment."
    },
    {
      "repo": "open-webui/open-webui",
      "reason": "Related to SigNoz/dashboards through ai app template category and local deployment."
    },
    {
      "repo": "lobehub/lobe-chat-plugins",
      "reason": "Related to SigNoz/dashboards through ai app template category and local deployment."
    },
    {
      "repo": "cloudflare/vibesdk-templates",
      "reason": "Related to SigNoz/dashboards through ai app template category and local deployment."
    }
  ],
  "dependencies": [],
  "deployments": [
    "local",
    "cloud"
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  "cloudflare_ready": false,
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    "discover related AI projects",
    "compare implementation patterns",
    "bootstrap project selection"
  ],
  "not_good_for": [
    "users expecting a single installable runtime or library",
    "edge-only Cloudflare Workers deployment without adaptation"
  ],
  "classification": {
    "category": {
      "confidence": "medium",
      "evidence": [
        "Matched \"template\" in metadata."
      ]
    },
    "deployment": {
      "confidence": "medium",
      "evidence": [
        "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": [
        "No Cloudflare deployment signal detected.",
        "No wrangler.toml found in inspected repository files."
      ]
    }
  },
  "quality_signals": {
    "stars": 141,
    "recent_commits": 33,
    "contributors": 23,
    "issue_response_time_hours": null,
    "release_frequency_180d": 0
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    "stars_30d_delta": "snapshot",
    "stars30d_window_days": 33,
    "commits_30d": "complete",
    "releases_180d": "complete",
    "contributors_90d": "complete"
  },
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  "agent_score": 59,
  "score": 74,
  "agent_score_breakdown": {
    "documentation": 90,
    "maintenance": 26,
    "deployment": 70,
    "popularity": 43,
    "community": 68
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  "git_top_score_breakdown": {
    "community": 100,
    "maintenance": 38,
    "documentation": 84,
    "stability": 70,
    "adoption": 68,
    "agent_readability": 90
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  "verification": {
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    "overall_status": "partial",
    "observed_at": "2026-09-20T00:30:32.433Z",
    "signals": {
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        "status": "observed",
        "source": "github_metadata",
        "evidence": [
          "project.pushed_at",
          "metrics.recent_push_days"
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      },
      "license": {
        "status": "observed",
        "source": "github_metadata",
        "evidence": [
          "project.license"
        ]
      },
      "documentation": {
        "status": "observed",
        "source": "github_metadata",
        "evidence": [
          "project.description"
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      "runtime": {
        "status": "inferred",
        "source": "git_top_heuristic",
        "evidence": [
          "agent_card.deployment",
          "agent_card.cloudflare_ready"
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      },
      "install": {
        "status": "not_applicable",
        "source": "git_top_runtime",
        "evidence": [
          "collection/resource hub has no single install target"
        ]
      },
      "security": {
        "status": "not_run",
        "source": "git_top_runtime",
        "evidence": [
          "dependency/security scan is not enabled"
        ]
      },
      "mcp": {
        "status": "not_applicable",
        "source": "git_top_runtime",
        "evidence": [
          "project is not classified as mcp_server"
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      }
    },
    "coverage": {
      "observed": 3,
      "inferred": 1,
      "not_run": 1,
      "unknown": 0
    },
    "next_steps": [
      "Run a dependency and security scan before treating the score as a trust claim."
    ]
  },
  "summary": {
    "tl_dr": "Use SigNoz/dashboards when the user needs a curated ai app template resource collection with local, cloud usage paths.",
    "purpose": "Use SigNoz/dashboards when the user needs a curated ai app template resource collection with local, cloud usage paths.",
    "install": "Reference collection; there is no direct install step.",
    "inputs": [
      "starter config",
      "app requirements"
    ],
    "outputs": [
      "project scaffold",
      "starter app",
      "template structure"
    ],
    "good_for": [
      "discover related AI projects",
      "compare implementation patterns",
      "bootstrap project selection",
      "new AI applications",
      "starter projects",
      "reference implementations"
    ],
    "not_good_for": [
      "users expecting a single installable runtime or library",
      "edge-only Cloudflare Workers deployment without adaptation",
      "drop-in libraries",
      "runtime infrastructure"
    ],
    "deployment": [
      "local",
      "cloud"
    ],
    "alternatives": [
      {
        "repo": "enescingoz/awesome-n8n-templates",
        "reason": "Similar ai app template with local/cloud deployment overlap."
      },
      {
        "repo": "n8n-io/n8n-hosting",
        "reason": "Similar ai app template with local/cloud deployment overlap."
      },
      {
        "repo": "cloudflare/templates",
        "reason": "Similar ai app template with local deployment overlap."
      }
    ]
  },
  "evidence": {
    "classification": {
      "category": {
        "confidence": "medium",
        "evidence": [
          "Matched \"template\" in metadata."
        ]
      },
      "deployment": {
        "confidence": "medium",
        "evidence": [
          "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": [
          "No Cloudflare deployment signal detected.",
          "No wrangler.toml found in inspected repository files."
        ]
      }
    },
    "quality_signal_confidence": {
      "stars_30d_delta": "snapshot",
      "stars30d_window_days": 33,
      "commits_30d": "complete",
      "releases_180d": "complete",
      "contributors_90d": "complete"
    },
    "verification": {
      "schema_version": "git-top.verification.v1",
      "overall_status": "partial",
      "observed_at": "2026-09-20T00:30:32.433Z",
      "signals": {
        "activity": {
          "status": "observed",
          "source": "github_metadata",
          "evidence": [
            "project.pushed_at",
            "metrics.recent_push_days"
          ]
        },
        "license": {
          "status": "observed",
          "source": "github_metadata",
          "evidence": [
            "project.license"
          ]
        },
        "documentation": {
          "status": "observed",
          "source": "github_metadata",
          "evidence": [
            "project.description"
          ]
        },
        "runtime": {
          "status": "inferred",
          "source": "git_top_heuristic",
          "evidence": [
            "agent_card.deployment",
            "agent_card.cloudflare_ready"
          ]
        },
        "install": {
          "status": "not_applicable",
          "source": "git_top_runtime",
          "evidence": [
            "collection/resource hub has no single install target"
          ]
        },
        "security": {
          "status": "not_run",
          "source": "git_top_runtime",
          "evidence": [
            "dependency/security scan is not enabled"
          ]
        },
        "mcp": {
          "status": "not_applicable",
          "source": "git_top_runtime",
          "evidence": [
            "project is not classified as mcp_server"
          ]
        }
      },
      "coverage": {
        "observed": 3,
        "inferred": 1,
        "not_run": 1,
        "unknown": 0
      },
      "next_steps": [
        "Run a dependency and security scan before treating the score as a trust claim."
      ]
    },
    "source_fields": [
      "project.description",
      "project.topics",
      "project.language",
      "project.license",
      "agent_card.summary_for_agent",
      "agent_card.use_cases",
      "agent_card.deployment",
      "agent_card.classification",
      "metrics",
      "verification.signals"
    ],
    "caveats": [
      "users expecting a single installable runtime or library",
      "edge-only Cloudflare Workers deployment without adaptation",
      "Collection/resource hub; not a single installable runtime.",
      "Independent installation, security, or runtime probes have not been run for this project."
    ],
    "confidence_reason": "Evidence is incomplete; use this project as an exploration candidate until classification and quality signals are reviewed.",
    "last_verified_at": "2026-09-20T00:30:32.433Z"
  },
  "caveats": [
    "users expecting a single installable runtime or library",
    "edge-only Cloudflare Workers deployment without adaptation",
    "Collection/resource hub; not a single installable runtime.",
    "Independent installation, security, or runtime probes have not been run for this project."
  ],
  "confidence_reason": "Evidence is incomplete; use this project as an exploration candidate until classification and quality signals are reviewed.",
  "source_fields": [
    "project.description",
    "project.topics",
    "project.language",
    "project.license",
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    "agent_card.use_cases",
    "agent_card.deployment",
    "agent_card.classification",
    "metrics",
    "verification.signals"
  ],
  "last_verified_at": "2026-09-20T00:30:32.433Z",
  "knowledge": {
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      "owner": "SigNoz",
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      "homepage_url": null,
      "description": "A collection of SigNoz dashboard templates in JSON format for monitoring popular services such as MySQL, MongoDB, APM, JVM, and more. Easily import and customize these dashboards to visualize your application’s performance and metrics with SigNoz.",
      "language": null,
      "topics": [],
      "license": "Apache-2.0",
      "stars": 141,
      "forks": 110,
      "open_issues": 35,
      "default_branch": "main",
      "created_at": "2022-07-27T05:37:13Z",
      "updated_at": "2026-09-15T08:28:10Z",
      "pushed_at": "2026-09-17T20:28:55Z",
      "synced_at": "2026-09-20T00:30:32.433Z"
    },
    "agent_card": {
      "project_id": "SigNoz/dashboards",
      "project_kind": "collection",
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        "scope": "starter_collection",
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        "estimated_items": 10,
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        "cloud"
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      "use_cases": [
        "discover related AI projects",
        "compare implementation patterns",
        "bootstrap project selection"
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      "not_good_for": [
        "users expecting a single installable runtime or library",
        "edge-only Cloudflare Workers deployment without adaptation"
      ],
      "alternatives": [
        {
          "project_id": "enescingoz/awesome-n8n-templates",
          "reason": "Similar ai app template with local/cloud deployment overlap."
        },
        {
          "project_id": "n8n-io/n8n-hosting",
          "reason": "Similar ai app template with local/cloud deployment overlap."
        },
        {
          "project_id": "cloudflare/templates",
          "reason": "Similar ai app template with local deployment overlap."
        }
      ],
      "summary_for_agent": "Use SigNoz/dashboards when the user needs a curated ai app template resource collection with local, cloud usage paths.",
      "classification": {
        "category": {
          "confidence": "medium",
          "evidence": [
            "Matched \"template\" in metadata."
          ]
        },
        "deployment": {
          "confidence": "medium",
          "evidence": [
            "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": [
            "No Cloudflare deployment signal detected.",
            "No wrangler.toml found in inspected repository files."
          ]
        }
      },
      "schema_version": "v1",
      "generated_at": "2026-09-20T00:30:32.433Z"
    },
    "metrics": {
      "project_id": "SigNoz/dashboards",
      "stars_30d_delta": 1,
      "commits_30d": 33,
      "releases_180d": 0,
      "contributors_90d": 23,
      "issue_first_response_median_hours": null,
      "recent_push_days": 2,
      "git_score": 12,
      "maintenance_score": 26,
      "signal_confidence": {
        "stars_30d_delta": "snapshot",
        "stars30d_window_days": 33,
        "commits_30d": "complete",
        "releases_180d": "complete",
        "contributors_90d": "complete"
      },
      "calculated_at": "2026-09-20T00:30:32.433Z"
    }
  },
  "resolved_from": {
    "requested_id": "SigNoz/dashboards",
    "resolved_id": "SigNoz/dashboards",
    "resolution": "direct"
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  "metadata": {
    "source": "d1",
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    "project_count": 1213,
    "generated_at": "2026-09-20T12:33:08.072Z",
    "snapshot_id": "d1:1213:2026-09-20T12:31:12.339Z",
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}