{
  "project_id": "jo-inc/camofox-browser",
  "repo": "jo-inc/camofox-browser",
  "name": "camofox-browser",
  "github_url": "https://github.com/jo-inc/camofox-browser",
  "homepage_url": "https://github.com/jo-inc/camofox-browser#readme",
  "language": "JavaScript",
  "license": "MIT",
  "project_kind": "project",
  "category": [
    "browser_agent"
  ],
  "tags": [
    "ai-agent",
    "anti-bot",
    "antidetect-browser",
    "automation",
    "bot-detection",
    "browser-automation",
    "cloudflare-bypass",
    "headless-browser",
    "javascript",
    "nodejs",
    "playwright",
    "puppeteer",
    "scraping",
    "stealth-browser",
    "web-scraping"
  ],
  "description": "Stealth headless browser for AI agents — bypass Cloudflare, bot detection, and anti-scraping. Drop-in Puppeteer/Playwright replacement.",
  "overview": "Use jo-inc/camofox-browser when the user needs a browser agent project with docker, library-only, local deployment options.",
  "alternatives": [
    {
      "repo": "browser-use/browser-use",
      "reason": "Same browser agent intent with browser_automation, workflow overlap."
    },
    {
      "repo": "jackwener/OpenCLI",
      "reason": "Same browser agent intent with browser_automation, workflow overlap."
    },
    {
      "repo": "browser-use/browser-harness",
      "reason": "Same browser agent intent with browser_automation, workflow overlap."
    }
  ],
  "related": [
    {
      "repo": "tiliondev/fortress",
      "reason": "Related to jo-inc/camofox-browser through browser agent category and docker deployment."
    },
    {
      "repo": "apify/crawlee",
      "reason": "Related to jo-inc/camofox-browser through browser agent category and docker deployment."
    },
    {
      "repo": "nanobrowser/nanobrowser",
      "reason": "Related to jo-inc/camofox-browser through browser agent category and library_only deployment."
    },
    {
      "repo": "apify/crawlee-python",
      "reason": "Related to jo-inc/camofox-browser through browser agent category and library_only deployment."
    },
    {
      "repo": "apify/apify-sdk-python",
      "reason": "Related to jo-inc/camofox-browser through browser agent category and docker deployment."
    },
    {
      "repo": "hyperbrowserai/HyperAgent",
      "reason": "Related to jo-inc/camofox-browser through browser agent category and library_only deployment."
    },
    {
      "repo": "SeleniumHQ/selenium",
      "reason": "Related to jo-inc/camofox-browser through browser agent category and docker deployment."
    },
    {
      "repo": "Bin-Huang/camoufox-cli",
      "reason": "Related to jo-inc/camofox-browser through browser agent category and library_only deployment."
    }
  ],
  "dependencies": [
    "Cloudflare Workers",
    "Browser automation",
    "LLM provider"
  ],
  "deployments": [
    "docker",
    "library_only",
    "local",
    "cloud"
  ],
  "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": "high",
      "evidence": [
        "Matched \"browser automation\" in metadata.",
        "Matched \"playwright\" in metadata."
      ]
    },
    "deployment": {
      "confidence": "high",
      "evidence": [
        "Found Docker configuration file.",
        "Matched \"pip install\" in repository content.",
        "Matched \"npm install\" 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": [
        "No Cloudflare deployment signal detected.",
        "No wrangler.toml found in inspected repository files."
      ]
    }
  },
  "quality_signals": {
    "stars": 10252,
    "recent_commits": 18,
    "contributors": 41,
    "issue_response_time_hours": null,
    "release_frequency_180d": 18
  },
  "quality_signal_confidence": {
    "stars_30d_delta": "snapshot",
    "stars30d_window_days": 30,
    "commits_30d": "complete",
    "releases_180d": "complete",
    "contributors_90d": "complete"
  },
  "quality_score": 68,
  "agent_score": 79,
  "score": 90,
  "agent_score_breakdown": {
    "documentation": 90,
    "maintenance": 53,
    "deployment": 90,
    "popularity": 80,
    "community": 86
  },
  "git_top_score": 90,
  "git_top_score_breakdown": {
    "community": 100,
    "maintenance": 62,
    "documentation": 92,
    "stability": 90,
    "adoption": 100,
    "agent_readability": 100
  },
  "verification": {
    "schema_version": "git-top.verification.v1",
    "overall_status": "partial",
    "observed_at": "2026-09-08T14:30:57.868Z",
    "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."
    ]
  },
  "summary": {
    "tl_dr": "Use jo-inc/camofox-browser when the user needs a browser agent project with docker, library-only, local deployment options.",
    "purpose": "Use jo-inc/camofox-browser when the user needs a browser agent project with docker, library-only, local deployment options.",
    "install": "Run with Docker using the repository's container 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": [
      "docker",
      "library_only",
      "local",
      "cloud"
    ],
    "alternatives": [
      {
        "repo": "browser-use/browser-use",
        "reason": "Same browser agent intent with browser_automation, workflow overlap."
      },
      {
        "repo": "jackwener/OpenCLI",
        "reason": "Same browser agent intent with browser_automation, workflow overlap."
      },
      {
        "repo": "browser-use/browser-harness",
        "reason": "Same browser agent intent with browser_automation, workflow overlap."
      }
    ]
  },
  "evidence": {
    "classification": {
      "category": {
        "confidence": "high",
        "evidence": [
          "Matched \"browser automation\" in metadata.",
          "Matched \"playwright\" in metadata."
        ]
      },
      "deployment": {
        "confidence": "high",
        "evidence": [
          "Found Docker configuration file.",
          "Matched \"pip install\" in repository content.",
          "Matched \"npm install\" 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": [
          "No Cloudflare deployment signal detected.",
          "No wrangler.toml found in inspected repository files."
        ]
      }
    },
    "quality_signal_confidence": {
      "stars_30d_delta": "snapshot",
      "stars30d_window_days": 30,
      "commits_30d": "complete",
      "releases_180d": "complete",
      "contributors_90d": "complete"
    },
    "verification": {
      "schema_version": "git-top.verification.v1",
      "overall_status": "partial",
      "observed_at": "2026-09-08T14:30:57.868Z",
      "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",
      "users expecting a complete hosted product",
      "Independent installation, security, or runtime probes have not been run for this project."
    ],
    "confidence_reason": "Classification evidence and quality signals are strong enough for shortlist reasoning when metadata is current.",
    "last_verified_at": "2026-09-08T14:30:57.868Z"
  },
  "caveats": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "users expecting a complete hosted product",
    "Independent installation, security, or runtime probes have not been run for this project."
  ],
  "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",
    "verification.signals"
  ],
  "last_verified_at": "2026-09-08T14:30:57.868Z",
  "knowledge": {
    "project": {
      "id": "jo-inc/camofox-browser",
      "owner": "jo-inc",
      "name": "camofox-browser",
      "full_name": "jo-inc/camofox-browser",
      "github_url": "https://github.com/jo-inc/camofox-browser",
      "homepage_url": "https://github.com/jo-inc/camofox-browser#readme",
      "description": "Stealth headless browser for AI agents — bypass Cloudflare, bot detection, and anti-scraping. Drop-in Puppeteer/Playwright replacement.",
      "language": "JavaScript",
      "topics": [
        "ai-agent",
        "anti-bot",
        "antidetect-browser",
        "automation",
        "bot-detection",
        "browser-automation",
        "cloudflare-bypass",
        "headless-browser",
        "javascript",
        "nodejs",
        "playwright",
        "puppeteer",
        "scraping",
        "stealth-browser",
        "web-scraping"
      ],
      "license": "MIT",
      "stars": 10252,
      "forks": 1040,
      "open_issues": 129,
      "default_branch": "master",
      "created_at": "2026-01-26T07:31:13Z",
      "updated_at": "2026-09-08T14:28:47Z",
      "pushed_at": "2026-09-06T03:30:20Z",
      "synced_at": "2026-09-08T14:30:57.868Z"
    },
    "agent_card": {
      "project_id": "jo-inc/camofox-browser",
      "project_kind": "project",
      "category": "browser_agent",
      "difficulty": "intermediate",
      "deployment": [
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      "cloudflare_ready": false,
      "use_cases": [
        "build browser automation agents",
        "operate web tasks with LLMs",
        "test web workflows"
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        "edge-only Cloudflare Workers deployment without adaptation",
        "users expecting a complete hosted product"
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      "alternatives": [
        {
          "project_id": "browser-use/browser-use",
          "reason": "Same browser agent intent with browser_automation, workflow overlap."
        },
        {
          "project_id": "jackwener/OpenCLI",
          "reason": "Same browser agent intent with browser_automation, workflow overlap."
        },
        {
          "project_id": "browser-use/browser-harness",
          "reason": "Same browser agent intent with browser_automation, workflow overlap."
        }
      ],
      "summary_for_agent": "Use jo-inc/camofox-browser when the user needs a browser agent project with docker, library-only, local deployment options.",
      "classification": {
        "category": {
          "confidence": "high",
          "evidence": [
            "Matched \"browser automation\" in metadata.",
            "Matched \"playwright\" in metadata."
          ]
        },
        "deployment": {
          "confidence": "high",
          "evidence": [
            "Found Docker configuration file.",
            "Matched \"pip install\" in repository content.",
            "Matched \"npm install\" 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": [
            "No Cloudflare deployment signal detected.",
            "No wrangler.toml found in inspected repository files."
          ]
        }
      },
      "schema_version": "v1",
      "generated_at": "2026-09-08T14:30:57.868Z"
    },
    "metrics": {
      "project_id": "jo-inc/camofox-browser",
      "stars_30d_delta": 1821,
      "commits_30d": 18,
      "releases_180d": 18,
      "contributors_90d": 41,
      "issue_first_response_median_hours": null,
      "recent_push_days": 2,
      "git_score": 68,
      "maintenance_score": 53,
      "signal_confidence": {
        "stars_30d_delta": "snapshot",
        "stars30d_window_days": 30,
        "commits_30d": "complete",
        "releases_180d": "complete",
        "contributors_90d": "complete"
      },
      "calculated_at": "2026-09-08T14:30:57.868Z"
    }
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  "resolved_from": {
    "requested_id": "jo-inc/camofox-browser",
    "resolved_id": "jo-inc/camofox-browser",
    "resolution": "direct"
  },
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    "source": "d1",
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    "project_count": 1214,
    "generated_at": "2026-09-09T00:34:56.136Z",
    "snapshot_id": "d1:1214:2026-09-09T00:31:16.210Z",
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}