{
  "project_id": "triggerdotdev/trigger.dev",
  "repo": "triggerdotdev/trigger.dev",
  "name": "trigger.dev",
  "github_url": "https://github.com/triggerdotdev/trigger.dev",
  "homepage_url": "https://trigger.dev/changelog",
  "language": "TypeScript",
  "license": "Apache-2.0",
  "project_kind": "project",
  "category": [
    "workflow_automation"
  ],
  "tags": [
    "ai",
    "ai-agent-framework",
    "ai-agents",
    "automation",
    "background-jobs",
    "mcp",
    "mcp-server",
    "nextjs",
    "orchestration",
    "scheduler",
    "serverless",
    "workflow-automation",
    "workflows"
  ],
  "description": "Trigger.dev – build and deploy durable AI agents and workflows",
  "overview": "Use triggerdotdev/trigger.dev when the user needs a workflow automation project with docker, vercel, serverless deployment options.",
  "alternatives": [
    {
      "repo": "n8n-io/n8n",
      "reason": "Same workflow automation intent with mcp, workflow overlap."
    },
    {
      "repo": "langgenius/dify",
      "reason": "Same workflow automation intent with mcp, workflow overlap."
    },
    {
      "repo": "vmDeshpande/ai-agent-automation",
      "reason": "Same workflow automation intent with workflow overlap."
    }
  ],
  "related": [
    {
      "repo": "kestra-io/kestra",
      "reason": "Related to triggerdotdev/trigger.dev through workflow automation category and docker deployment."
    },
    {
      "repo": "DekaPrayoga/AurixAgent",
      "reason": "Related to triggerdotdev/trigger.dev through workflow automation category and docker deployment."
    },
    {
      "repo": "inkeep/agents",
      "reason": "Related to triggerdotdev/trigger.dev through shared MCP dependency context."
    },
    {
      "repo": "growthxai/output",
      "reason": "Related to triggerdotdev/trigger.dev through workflow automation category and docker deployment."
    },
    {
      "repo": "vercel/workflow",
      "reason": "Related to triggerdotdev/trigger.dev through workflow automation category and vercel deployment."
    },
    {
      "repo": "TracecatHQ/tracecat",
      "reason": "Related to triggerdotdev/trigger.dev through workflow automation category and docker deployment."
    },
    {
      "repo": "waooAI/waoowaoo",
      "reason": "Related to triggerdotdev/trigger.dev through workflow automation category and docker deployment."
    },
    {
      "repo": "langgenius/dify",
      "reason": "Related to triggerdotdev/trigger.dev through workflow automation category and docker deployment."
    }
  ],
  "dependencies": [
    "MCP",
    "LLM provider"
  ],
  "deployments": [
    "docker",
    "vercel",
    "serverless",
    "kubernetes",
    "local"
  ],
  "difficulty": "intermediate",
  "cloudflare_ready": false,
  "use_cases": [
    "orchestrate AI workflows",
    "connect tools and services",
    "automate repeated tasks"
  ],
  "not_good_for": [
    "edge-only Cloudflare Workers deployment without adaptation"
  ],
  "classification": {
    "category": {
      "confidence": "high",
      "evidence": [
        "Manual product trust override for triggerdotdev/trigger.dev."
      ]
    },
    "deployment": {
      "confidence": "high",
      "evidence": [
        "Matched \"vercel\" in repository content.",
        "Matched \"kubernetes\" in repository content.",
        "Matched \"helm chart\" in repository content.",
        "Matched \"serverless\" in repository content.",
        "Local usage is assumed for open source repositories unless contradicted."
      ]
    },
    "difficulty": {
      "confidence": "medium",
      "evidence": [
        "No strong beginner or advanced signal found; defaulting to intermediate."
      ]
    },
    "cloudflare_ready": {
      "confidence": "high",
      "evidence": [
        "Runtime blocker: python.",
        "No Cloudflare deployment signal detected.",
        "No wrangler.toml found in inspected repository files."
      ]
    }
  },
  "quality_signals": {
    "stars": 16406,
    "recent_commits": 100,
    "contributors": 100,
    "issue_response_time_hours": null,
    "release_frequency_180d": 62
  },
  "quality_signal_confidence": {
    "stars_30d_delta": "snapshot",
    "stars30d_window_days": 35,
    "commits_30d": "partial",
    "releases_180d": "complete",
    "contributors_90d": "partial"
  },
  "quality_score": 53,
  "agent_score": 89,
  "score": 94,
  "agent_score_breakdown": {
    "documentation": 90,
    "maintenance": 76,
    "deployment": 100,
    "popularity": 84,
    "community": 100
  },
  "git_top_score": 94,
  "git_top_score_breakdown": {
    "community": 100,
    "maintenance": 84,
    "documentation": 92,
    "stability": 90,
    "adoption": 100,
    "agent_readability": 100
  },
  "verification": {
    "schema_version": "git-top.verification.v1",
    "overall_status": "partial",
    "observed_at": "2026-09-25T13:01:18.186Z",
    "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"
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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_run",
        "source": "git_top_runtime",
        "evidence": [
          "installation/build probe is not enabled"
        ]
      },
      "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": 2,
      "unknown": 0
    },
    "next_steps": [
      "Run an installation/build probe before production adoption.",
      "Run a dependency and security scan before treating the score as a trust claim."
    ]
  },
  "summary": {
    "tl_dr": "Use triggerdotdev/trigger.dev when the user needs a workflow automation project with docker, vercel, serverless deployment options.",
    "purpose": "Use triggerdotdev/trigger.dev when the user needs a workflow automation project with docker, vercel, serverless deployment options.",
    "install": "Run with Docker using the repository's container instructions.",
    "inputs": [
      "triggers",
      "jobs",
      "state"
    ],
    "outputs": [
      "automation runs",
      "orchestrated steps",
      "workflow events"
    ],
    "good_for": [
      "orchestrate AI workflows",
      "connect tools and services",
      "automate repeated tasks",
      "scheduled jobs",
      "durable workflows",
      "service orchestration"
    ],
    "not_good_for": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "single-step utilities",
      "stateless examples"
    ],
    "deployment": [
      "docker",
      "vercel",
      "serverless",
      "kubernetes",
      "local"
    ],
    "alternatives": [
      {
        "repo": "n8n-io/n8n",
        "reason": "Same workflow automation intent with mcp, workflow overlap."
      },
      {
        "repo": "langgenius/dify",
        "reason": "Same workflow automation intent with mcp, workflow overlap."
      },
      {
        "repo": "vmDeshpande/ai-agent-automation",
        "reason": "Same workflow automation intent with workflow overlap."
      }
    ]
  },
  "evidence": {
    "classification": {
      "category": {
        "confidence": "high",
        "evidence": [
          "Manual product trust override for triggerdotdev/trigger.dev."
        ]
      },
      "deployment": {
        "confidence": "high",
        "evidence": [
          "Matched \"vercel\" in repository content.",
          "Matched \"kubernetes\" in repository content.",
          "Matched \"helm chart\" in repository content.",
          "Matched \"serverless\" in repository content.",
          "Local usage is assumed for open source repositories unless contradicted."
        ]
      },
      "difficulty": {
        "confidence": "medium",
        "evidence": [
          "No strong beginner or advanced signal found; defaulting to intermediate."
        ]
      },
      "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": "snapshot",
      "stars30d_window_days": 35,
      "commits_30d": "partial",
      "releases_180d": "complete",
      "contributors_90d": "partial"
    },
    "verification": {
      "schema_version": "git-top.verification.v1",
      "overall_status": "partial",
      "observed_at": "2026-09-25T13:01:18.186Z",
      "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_run",
          "source": "git_top_runtime",
          "evidence": [
            "installation/build probe is not enabled"
          ]
        },
        "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": 2,
        "unknown": 0
      },
      "next_steps": [
        "Run an installation/build probe before production adoption.",
        "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": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "Partial or estimated quality signals: commits30d, contributors90d.",
      "Independent installation, security, or runtime probes have not been run for this project."
    ],
    "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.",
    "last_verified_at": "2026-09-25T13:01:18.186Z"
  },
  "caveats": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "Partial or estimated quality signals: commits30d, contributors90d.",
    "Independent installation, security, or runtime probes have not been run for this project."
  ],
  "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.",
  "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"
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  "last_verified_at": "2026-09-25T13:01:18.186Z",
  "knowledge": {
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      "id": "triggerdotdev/trigger.dev",
      "owner": "triggerdotdev",
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      "homepage_url": "https://trigger.dev/changelog",
      "description": "Trigger.dev – build and deploy durable AI agents and workflows",
      "language": "TypeScript",
      "topics": [
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        "automation",
        "background-jobs",
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        "nextjs",
        "orchestration",
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      "forks": 1473,
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      "default_branch": "main",
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      "synced_at": "2026-09-25T13:01:18.186Z"
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      "project_id": "triggerdotdev/trigger.dev",
      "project_kind": "project",
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      ],
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        {
          "project_id": "n8n-io/n8n",
          "reason": "Same workflow automation intent with mcp, workflow overlap."
        },
        {
          "project_id": "langgenius/dify",
          "reason": "Same workflow automation intent with mcp, workflow overlap."
        },
        {
          "project_id": "vmDeshpande/ai-agent-automation",
          "reason": "Same workflow automation intent with workflow overlap."
        }
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      "summary_for_agent": "Use triggerdotdev/trigger.dev when the user needs a workflow automation project with docker, vercel, serverless deployment options.",
      "classification": {
        "category": {
          "confidence": "high",
          "evidence": [
            "Manual product trust override for triggerdotdev/trigger.dev."
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        "deployment": {
          "confidence": "high",
          "evidence": [
            "Matched \"vercel\" in repository content.",
            "Matched \"kubernetes\" in repository content.",
            "Matched \"helm chart\" in repository content.",
            "Matched \"serverless\" in repository content.",
            "Local usage is assumed for open source repositories unless contradicted."
          ]
        },
        "difficulty": {
          "confidence": "medium",
          "evidence": [
            "No strong beginner or advanced signal found; defaulting to intermediate."
          ]
        },
        "cloudflare_ready": {
          "confidence": "high",
          "evidence": [
            "Runtime blocker: python.",
            "No Cloudflare deployment signal detected.",
            "No wrangler.toml found in inspected repository files."
          ]
        }
      },
      "schema_version": "v1",
      "generated_at": "2026-09-25T13:01:18.186Z"
    },
    "metrics": {
      "project_id": "triggerdotdev/trigger.dev",
      "stars_30d_delta": 326,
      "commits_30d": 100,
      "releases_180d": 62,
      "contributors_90d": 100,
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      "recent_push_days": 0,
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      "maintenance_score": 76,
      "signal_confidence": {
        "stars_30d_delta": "snapshot",
        "stars30d_window_days": 35,
        "commits_30d": "partial",
        "releases_180d": "complete",
        "contributors_90d": "partial"
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    "requested_id": "triggerdotdev/trigger.dev",
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