{
  "project_id": "cloudflare/agents",
  "repo": "cloudflare/agents",
  "name": "agents",
  "github_url": "https://github.com/cloudflare/agents",
  "homepage_url": "https://developers.cloudflare.com/agents/",
  "language": "TypeScript",
  "license": "MIT",
  "project_kind": "project",
  "category": [
    "agent_framework"
  ],
  "tags": [
    "agents",
    "ai",
    "cloudflare",
    "durable-objects",
    "workflows"
  ],
  "description": "Build and deploy AI Agents on Cloudflare ",
  "overview": "Use cloudflare/agents when the user needs an agent framework project with cloudflare, serverless, library-only deployment options. It is marked Cloudflare-ready.",
  "alternatives": [
    {
      "repo": "langchain-ai/langchain",
      "reason": "Same agent framework intent with workflow overlap."
    },
    {
      "repo": "CopilotKit/CopilotKit",
      "reason": "Same agent framework intent with workflow overlap."
    },
    {
      "repo": "BuilderIO/agent-native",
      "reason": "Same agent framework intent with workflow overlap."
    }
  ],
  "related": [
    {
      "repo": "omnigent-ai/omnigent",
      "reason": "Related to cloudflare/agents through agent framework category and serverless deployment."
    },
    {
      "repo": "chroma-core/chroma",
      "reason": "Related to cloudflare/agents through agent framework category and serverless deployment."
    },
    {
      "repo": "livekit/agents",
      "reason": "Related to cloudflare/agents through agent framework category and library_only deployment."
    },
    {
      "repo": "google/adk-python",
      "reason": "Related to cloudflare/agents through agent framework category and library_only deployment."
    },
    {
      "repo": "langchain-ai/langchainjs",
      "reason": "Related to cloudflare/agents through agent framework category and cloudflare deployment."
    },
    {
      "repo": "crewAIInc/crewAI",
      "reason": "Related to cloudflare/agents through agent framework category and library_only deployment."
    },
    {
      "repo": "Significant-Gravitas/AutoGPT",
      "reason": "Related to cloudflare/agents through agent framework category and library_only deployment."
    },
    {
      "repo": "2FastLabs/agent-squad",
      "reason": "Related to cloudflare/agents through agent framework category and serverless deployment."
    }
  ],
  "dependencies": [
    "Cloudflare Workers",
    "LLM provider"
  ],
  "deployments": [
    "cloudflare",
    "serverless",
    "library_only",
    "local"
  ],
  "difficulty": "beginner",
  "cloudflare_ready": true,
  "use_cases": [
    "build agents with agents",
    "orchestrate LLM tools",
    "prototype autonomous workflows"
  ],
  "not_good_for": [
    "users expecting a complete hosted product"
  ],
  "classification": {
    "category": {
      "confidence": "high",
      "evidence": [
        "Manual product trust override for cloudflare/agents: Cloudflare Workers-native agent framework."
      ]
    },
    "deployment": {
      "confidence": "high",
      "evidence": [
        "Matched \"durable objects\" in repository content.",
        "Matched \"npm install\" in repository content.",
        "Local usage is assumed for open source repositories unless contradicted."
      ]
    },
    "difficulty": {
      "confidence": "medium",
      "evidence": [
        "Cloudflare deployment path suggests a guided serverless setup."
      ]
    },
    "cloudflare_ready": {
      "confidence": "high",
      "evidence": [
        "Manual product trust override for cloudflare/agents: first-party Cloudflare Agents SDK is Workers-native."
      ]
    }
  },
  "quality_signals": {
    "stars": 5426,
    "recent_commits": 52,
    "contributors": 74,
    "issue_response_time_hours": null,
    "release_frequency_180d": 100
  },
  "quality_signal_confidence": {
    "stars_30d_delta": "snapshot",
    "stars30d_window_days": 32,
    "commits_30d": "complete",
    "releases_180d": "partial",
    "contributors_90d": "complete"
  },
  "quality_score": 43,
  "agent_score": 85,
  "score": 93,
  "agent_score_breakdown": {
    "documentation": 90,
    "maintenance": 67,
    "deployment": 100,
    "popularity": 75,
    "community": 100
  },
  "git_top_score": 93,
  "git_top_score_breakdown": {
    "community": 100,
    "maintenance": 78,
    "documentation": 92,
    "stability": 90,
    "adoption": 100,
    "agent_readability": 100
  },
  "summary": {
    "tl_dr": "Use cloudflare/agents when the user needs an agent framework project with cloudflare, serverless, library-only deployment options.",
    "purpose": "Use cloudflare/agents when the user needs an agent framework project with cloudflare, serverless, library-only deployment options. It is marked Cloudflare-ready.",
    "install": "Deploy on Cloudflare Workers using the repository's deployment instructions.",
    "inputs": [
      "task prompt",
      "tools",
      "context",
      "memory/state"
    ],
    "outputs": [
      "agent runs",
      "tool calls",
      "workflow state"
    ],
    "good_for": [
      "build agents with agents",
      "orchestrate LLM tools",
      "prototype autonomous workflows",
      "stateful agents",
      "tool-using assistants",
      "workflow orchestration"
    ],
    "not_good_for": [
      "users expecting a complete hosted product",
      "simple prompt-only apps",
      "one-shot chat wrappers"
    ],
    "deployment": [
      "cloudflare",
      "serverless",
      "library_only",
      "local"
    ],
    "alternatives": [
      {
        "repo": "langchain-ai/langchain",
        "reason": "Same agent framework intent with workflow overlap."
      },
      {
        "repo": "CopilotKit/CopilotKit",
        "reason": "Same agent framework intent with workflow overlap."
      },
      {
        "repo": "BuilderIO/agent-native",
        "reason": "Same agent framework intent with workflow overlap."
      }
    ]
  },
  "evidence": {
    "classification": {
      "category": {
        "confidence": "high",
        "evidence": [
          "Manual product trust override for cloudflare/agents: Cloudflare Workers-native agent framework."
        ]
      },
      "deployment": {
        "confidence": "high",
        "evidence": [
          "Matched \"durable objects\" in repository content.",
          "Matched \"npm install\" in repository content.",
          "Local usage is assumed for open source repositories unless contradicted."
        ]
      },
      "difficulty": {
        "confidence": "medium",
        "evidence": [
          "Cloudflare deployment path suggests a guided serverless setup."
        ]
      },
      "cloudflare_ready": {
        "confidence": "high",
        "evidence": [
          "Manual product trust override for cloudflare/agents: first-party Cloudflare Agents SDK is Workers-native."
        ]
      }
    },
    "quality_signal_confidence": {
      "stars_30d_delta": "snapshot",
      "stars30d_window_days": 32,
      "commits_30d": "complete",
      "releases_180d": "partial",
      "contributors_90d": "complete"
    },
    "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"
    ],
    "caveats": [
      "users expecting a complete hosted product",
      "Partial or estimated quality signals: releases180d."
    ],
    "confidence_reason": "Classification evidence and quality signals are strong enough for shortlist reasoning when metadata is current.",
    "last_verified_at": "2026-08-13T17:18:07.271Z"
  },
  "caveats": [
    "users expecting a complete hosted product",
    "Partial or estimated quality signals: releases180d."
  ],
  "confidence_reason": "Classification evidence and quality signals are strong enough for shortlist reasoning when metadata is current.",
  "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"
  ],
  "last_verified_at": "2026-08-13T17:18:07.271Z",
  "knowledge": {
    "project": {
      "id": "cloudflare/agents",
      "owner": "cloudflare",
      "name": "agents",
      "full_name": "cloudflare/agents",
      "github_url": "https://github.com/cloudflare/agents",
      "homepage_url": "https://developers.cloudflare.com/agents/",
      "description": "Build and deploy AI Agents on Cloudflare ",
      "language": "TypeScript",
      "topics": [
        "agents",
        "ai",
        "cloudflare",
        "durable-objects",
        "workflows"
      ],
      "license": "MIT",
      "stars": 5426,
      "forks": 663,
      "open_issues": 161,
      "default_branch": "main",
      "created_at": "2025-01-29T23:14:04Z",
      "updated_at": "2026-08-13T15:52:33Z",
      "pushed_at": "2026-08-13T11:05:52Z",
      "synced_at": "2026-08-13T17:18:07.271Z"
    },
    "agent_card": {
      "project_id": "cloudflare/agents",
      "project_kind": "project",
      "category": "agent_framework",
      "difficulty": "beginner",
      "deployment": [
        "cloudflare",
        "serverless",
        "library_only",
        "local"
      ],
      "cloudflare_ready": true,
      "use_cases": [
        "build agents with agents",
        "orchestrate LLM tools",
        "prototype autonomous workflows"
      ],
      "not_good_for": [
        "users expecting a complete hosted product"
      ],
      "alternatives": [
        {
          "project_id": "langchain-ai/langchain",
          "reason": "Same agent framework intent with workflow overlap."
        },
        {
          "project_id": "CopilotKit/CopilotKit",
          "reason": "Same agent framework intent with workflow overlap."
        },
        {
          "project_id": "BuilderIO/agent-native",
          "reason": "Same agent framework intent with workflow overlap."
        }
      ],
      "summary_for_agent": "Use cloudflare/agents when the user needs an agent framework project with cloudflare, serverless, library-only deployment options. It is marked Cloudflare-ready.",
      "classification": {
        "category": {
          "confidence": "high",
          "evidence": [
            "Manual product trust override for cloudflare/agents: Cloudflare Workers-native agent framework."
          ]
        },
        "deployment": {
          "confidence": "high",
          "evidence": [
            "Matched \"durable objects\" in repository content.",
            "Matched \"npm install\" in repository content.",
            "Local usage is assumed for open source repositories unless contradicted."
          ]
        },
        "difficulty": {
          "confidence": "medium",
          "evidence": [
            "Cloudflare deployment path suggests a guided serverless setup."
          ]
        },
        "cloudflare_ready": {
          "confidence": "high",
          "evidence": [
            "Manual product trust override for cloudflare/agents: first-party Cloudflare Agents SDK is Workers-native."
          ]
        }
      },
      "schema_version": "v1",
      "generated_at": "2026-08-13T17:18:07.271Z"
    },
    "metrics": {
      "project_id": "cloudflare/agents",
      "stars_30d_delta": 180,
      "commits_30d": 52,
      "releases_180d": 100,
      "contributors_90d": 74,
      "issue_first_response_median_hours": null,
      "recent_push_days": 0,
      "git_score": 43,
      "maintenance_score": 67,
      "signal_confidence": {
        "stars_30d_delta": "snapshot",
        "stars30d_window_days": 32,
        "commits_30d": "complete",
        "releases_180d": "partial",
        "contributors_90d": "complete"
      },
      "calculated_at": "2026-08-13T17:18:07.271Z"
    }
  },
  "resolved_from": {
    "requested_id": "cloudflare/agents",
    "resolved_id": "cloudflare/agents",
    "resolution": "direct"
  },
  "metadata": {
    "source": "d1",
    "reason": "d1_query",
    "project_count": 1073,
    "generated_at": "2026-08-14T09:10:17.096Z",
    "snapshot_id": "d1:1073:2026-08-14T09:00:22.213Z",
    "latest_synced_at": "2026-08-14T09:00:22.213Z",
    "schema_version": "git-top.knowledge.v1",
    "loaded_project_limit": 2000,
    "truncated": false
  }
}