{
  "project_id": "vercel-labs/agent-browser",
  "repo": "vercel-labs/agent-browser",
  "name": "agent-browser",
  "github_url": "https://github.com/vercel-labs/agent-browser",
  "homepage_url": "https://agent-browser.dev",
  "language": "Rust",
  "license": "Apache-2.0",
  "project_kind": "project",
  "category": [
    "browser_agent"
  ],
  "tags": [],
  "description": "Browser automation CLI for AI agents",
  "overview": "Use vercel-labs/agent-browser when the user needs a browser agent project with vercel, serverless, library_only deployment options.",
  "alternatives": [],
  "related": [
    {
      "repo": "kunchenguid/chrome-devtools-axi",
      "reason": "Related to vercel-labs/agent-browser through browser agent category and vercel deployment."
    },
    {
      "repo": "vercel/chatbot",
      "reason": "Related to vercel-labs/agent-browser through browser agent category and vercel deployment."
    },
    {
      "repo": "firecrawl/fireplexity",
      "reason": "Related to vercel-labs/agent-browser through browser agent category and vercel deployment."
    },
    {
      "repo": "huggingface/huggingface.js",
      "reason": "Related to vercel-labs/agent-browser through browser agent category and serverless deployment."
    },
    {
      "repo": "apify/apify-sdk-python",
      "reason": "Related to vercel-labs/agent-browser through browser agent category and serverless deployment."
    },
    {
      "repo": "fitchmultz/pi-agent-browser-native",
      "reason": "Related to vercel-labs/agent-browser through browser agent category and vercel deployment."
    },
    {
      "repo": "browser-use/browser-use",
      "reason": "Related to vercel-labs/agent-browser through browser agent category and library_only deployment."
    },
    {
      "repo": "LittleYier/site-memory",
      "reason": "Related to vercel-labs/agent-browser through browser agent category and vercel deployment."
    }
  ],
  "dependencies": [
    "Browser automation",
    "LLM provider"
  ],
  "deployments": [
    "vercel",
    "serverless",
    "library_only",
    "local"
  ],
  "difficulty": "intermediate",
  "cloudflare_ready": false,
  "use_cases": [
    "build browser automation agents",
    "operate web tasks with LLMs",
    "test web workflows"
  ],
  "not_good_for": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "users expecting a complete hosted product"
  ],
  "classification": {
    "category": {
      "confidence": "medium",
      "evidence": [
        "Matched \"browser automation\" in metadata."
      ]
    },
    "deployment": {
      "confidence": "high",
      "evidence": [
        "Matched \"vercel\" in repository content.",
        "Matched \"npm install\" in repository content.",
        "Matched \"library\" 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": "low",
      "evidence": [
        "No Cloudflare deployment signal detected."
      ]
    }
  },
  "quality_signals": {
    "stars": 37993,
    "recent_commits": 22,
    "contributors": 100,
    "issue_response_time_hours": null,
    "release_frequency_180d": 92
  },
  "quality_signal_confidence": {
    "stars_30d_delta": "estimated",
    "commits_30d": "complete",
    "releases_180d": "complete",
    "contributors_90d": "partial"
  },
  "quality_score": 76,
  "agent_score": 86,
  "score": 90,
  "agent_score_breakdown": {
    "documentation": 90,
    "maintenance": 64,
    "deployment": 90,
    "popularity": 92,
    "community": 100
  },
  "git_top_score": 90,
  "git_top_score_breakdown": {
    "community": 100,
    "maintenance": 73,
    "documentation": 92,
    "stability": 90,
    "adoption": 100,
    "agent_readability": 90
  },
  "summary": {
    "tl_dr": "Use vercel-labs/agent-browser when the user needs a browser agent project with vercel, serverless, library_only deployment options.",
    "purpose": "Use vercel-labs/agent-browser when the user needs a browser agent project with vercel, serverless, library_only deployment options.",
    "install": "Install as a library or package using the repository instructions.",
    "inputs": [
      "URL or page task",
      "browser session",
      "navigation constraints"
    ],
    "outputs": [
      "browser actions",
      "page state",
      "extracted data"
    ],
    "good_for": [
      "build browser automation agents",
      "operate web tasks with LLMs",
      "test web workflows",
      "web automation",
      "browser tasks",
      "UI-driven workflows"
    ],
    "not_good_for": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "users expecting a complete hosted product",
      "backend-only jobs",
      "offline batch processing"
    ],
    "deployment": [
      "vercel",
      "serverless",
      "library_only",
      "local"
    ],
    "alternatives": []
  },
  "evidence": {
    "classification": {
      "category": {
        "confidence": "medium",
        "evidence": [
          "Matched \"browser automation\" in metadata."
        ]
      },
      "deployment": {
        "confidence": "high",
        "evidence": [
          "Matched \"vercel\" in repository content.",
          "Matched \"npm install\" in repository content.",
          "Matched \"library\" 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": "low",
        "evidence": [
          "No Cloudflare deployment signal detected."
        ]
      }
    },
    "quality_signal_confidence": {
      "stars_30d_delta": "estimated",
      "commits_30d": "complete",
      "releases_180d": "complete",
      "contributors_90d": "partial"
    },
    "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": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "users expecting a complete hosted product",
      "Low-confidence classification fields: cloudflareReady.",
      "Partial or estimated quality signals: stars30dDelta, contributors90d."
    ],
    "confidence_reason": "Evidence is incomplete; use this project as an exploration candidate until classification and quality signals are reviewed.",
    "last_verified_at": "2026-07-07T09:00:11.443Z"
  },
  "caveats": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "users expecting a complete hosted product",
    "Low-confidence classification fields: cloudflareReady.",
    "Partial or estimated quality signals: stars30dDelta, contributors90d."
  ],
  "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",
    "agent_card.summary_for_agent",
    "agent_card.use_cases",
    "agent_card.deployment",
    "agent_card.classification",
    "metrics"
  ],
  "last_verified_at": "2026-07-07T09:00:11.443Z",
  "knowledge": {
    "project": {
      "id": "vercel-labs/agent-browser",
      "owner": "vercel-labs",
      "name": "agent-browser",
      "full_name": "vercel-labs/agent-browser",
      "github_url": "https://github.com/vercel-labs/agent-browser",
      "homepage_url": "https://agent-browser.dev",
      "description": "Browser automation CLI for AI agents",
      "language": "Rust",
      "topics": [],
      "license": "Apache-2.0",
      "stars": 37993,
      "forks": 2441,
      "open_issues": 554,
      "default_branch": "main",
      "created_at": "2026-01-11T05:38:15Z",
      "updated_at": "2026-07-07T07:59:26Z",
      "pushed_at": "2026-07-06T20:40:56Z",
      "synced_at": "2026-07-07T09:00:11.443Z"
    },
    "agent_card": {
      "project_id": "vercel-labs/agent-browser",
      "project_kind": "project",
      "category": "browser_agent",
      "difficulty": "intermediate",
      "deployment": [
        "vercel",
        "serverless",
        "library_only",
        "local"
      ],
      "cloudflare_ready": false,
      "use_cases": [
        "build browser automation agents",
        "operate web tasks with LLMs",
        "test web workflows"
      ],
      "not_good_for": [
        "edge-only Cloudflare Workers deployment without adaptation",
        "users expecting a complete hosted product"
      ],
      "alternatives": [],
      "summary_for_agent": "Use vercel-labs/agent-browser when the user needs a browser agent project with vercel, serverless, library_only deployment options.",
      "classification": {
        "category": {
          "confidence": "medium",
          "evidence": [
            "Matched \"browser automation\" in metadata."
          ]
        },
        "deployment": {
          "confidence": "high",
          "evidence": [
            "Matched \"vercel\" in repository content.",
            "Matched \"npm install\" in repository content.",
            "Matched \"library\" 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": "low",
          "evidence": [
            "No Cloudflare deployment signal detected."
          ]
        }
      },
      "schema_version": "v1",
      "generated_at": "2026-07-07T09:00:11.443Z"
    },
    "metrics": {
      "project_id": "vercel-labs/agent-browser",
      "stars_30d_delta": 6439,
      "commits_30d": 22,
      "releases_180d": 92,
      "contributors_90d": 100,
      "issue_first_response_median_hours": null,
      "recent_push_days": 0,
      "git_score": 76,
      "maintenance_score": 64,
      "signal_confidence": {
        "stars_30d_delta": "estimated",
        "commits_30d": "complete",
        "releases_180d": "complete",
        "contributors_90d": "partial"
      },
      "calculated_at": "2026-07-07T09:00:11.443Z"
    }
  },
  "resolved_from": {
    "requested_id": "vercel-labs/agent-browser",
    "resolved_id": "vercel-labs/agent-browser",
    "resolution": "direct"
  },
  "metadata": {
    "source": "d1",
    "reason": "d1_query",
    "project_count": 822,
    "generated_at": "2026-07-07T12:40:38.036Z",
    "loaded_project_limit": 2000,
    "truncated": false
  }
}