{
  "project_id": "fitchmultz/pi-agent-browser-native",
  "repo": "fitchmultz/pi-agent-browser-native",
  "name": "pi-agent-browser-native",
  "github_url": "https://github.com/fitchmultz/pi-agent-browser-native",
  "homepage_url": null,
  "language": "TypeScript",
  "license": "MIT",
  "project_kind": "project",
  "category": [
    "browser_agent"
  ],
  "tags": [
    "agent-browser",
    "browser-automation",
    "npm-package",
    "pi",
    "pi-extension",
    "pi-package",
    "typescript"
  ],
  "description": "pi extension that exposes agent-browser as a native tool for browser automation",
  "overview": "Use fitchmultz/pi-agent-browser-native when the user needs a browser agent project with vercel, serverless, local deployment options.",
  "alternatives": [
    {
      "repo": "vercel-labs/agent-browser",
      "reason": "Same browser agent intent with browser_automation, workflow overlap."
    },
    {
      "repo": "citrolabs/ego-lite",
      "reason": "Same browser agent intent with browser_automation, workflow overlap."
    },
    {
      "repo": "huggingface/huggingface.js",
      "reason": "Same browser agent intent with browser_automation, workflow overlap."
    }
  ],
  "related": [
    {
      "repo": "nanobrowser/nanobrowser",
      "reason": "Related to fitchmultz/pi-agent-browser-native through browser agent category and local deployment."
    },
    {
      "repo": "justrach/kuri",
      "reason": "Related to fitchmultz/pi-agent-browser-native through browser agent category and vercel deployment."
    },
    {
      "repo": "citrolabs/ego-lite",
      "reason": "Related to fitchmultz/pi-agent-browser-native through browser agent category and vercel deployment."
    },
    {
      "repo": "apify/crawlee",
      "reason": "Related to fitchmultz/pi-agent-browser-native through browser agent category and local deployment."
    },
    {
      "repo": "kunchenguid/chrome-devtools-axi",
      "reason": "Related to fitchmultz/pi-agent-browser-native through browser agent category and vercel deployment."
    },
    {
      "repo": "vercel/chatbot",
      "reason": "Related to fitchmultz/pi-agent-browser-native through browser agent category and vercel deployment."
    },
    {
      "repo": "apify/apify-sdk-python",
      "reason": "Related to fitchmultz/pi-agent-browser-native through browser agent category and serverless deployment."
    },
    {
      "repo": "magnitudedev/browser-agent",
      "reason": "Related to fitchmultz/pi-agent-browser-native through browser agent category and local deployment."
    }
  ],
  "dependencies": [
    "Browser automation",
    "LLM provider"
  ],
  "deployments": [
    "vercel",
    "serverless",
    "local"
  ],
  "difficulty": "beginner",
  "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"
  ],
  "classification": {
    "category": {
      "confidence": "medium",
      "evidence": [
        "Matched \"browser automation\" in metadata."
      ]
    },
    "deployment": {
      "confidence": "high",
      "evidence": [
        "Matched \"vercel\" in repository content.",
        "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": 191,
    "recent_commits": 52,
    "contributors": 5,
    "issue_response_time_hours": null,
    "release_frequency_180d": 79
  },
  "quality_signal_confidence": {
    "stars_30d_delta": "snapshot",
    "stars30d_window_days": 33,
    "commits_30d": "complete",
    "releases_180d": "complete",
    "contributors_90d": "complete"
  },
  "quality_score": 26,
  "agent_score": 64,
  "score": 83,
  "agent_score_breakdown": {
    "documentation": 90,
    "maintenance": 50,
    "deployment": 80,
    "popularity": 46,
    "community": 50
  },
  "git_top_score": 83,
  "git_top_score_breakdown": {
    "community": 80,
    "maintenance": 66,
    "documentation": 92,
    "stability": 100,
    "adoption": 62,
    "agent_readability": 100
  },
  "summary": {
    "tl_dr": "Use fitchmultz/pi-agent-browser-native when the user needs a browser agent project with vercel, serverless, local deployment options.",
    "purpose": "Use fitchmultz/pi-agent-browser-native when the user needs a browser agent project with vercel, serverless, local deployment options.",
    "install": "Run the browser agent with the setup described in the repository README.",
    "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",
      "backend-only jobs",
      "offline batch processing"
    ],
    "deployment": [
      "vercel",
      "serverless",
      "local"
    ],
    "alternatives": [
      {
        "repo": "vercel-labs/agent-browser",
        "reason": "Same browser agent intent with browser_automation, workflow overlap."
      },
      {
        "repo": "citrolabs/ego-lite",
        "reason": "Same browser agent intent with browser_automation, workflow overlap."
      },
      {
        "repo": "huggingface/huggingface.js",
        "reason": "Same browser agent intent with browser_automation, workflow overlap."
      }
    ]
  },
  "evidence": {
    "classification": {
      "category": {
        "confidence": "medium",
        "evidence": [
          "Matched \"browser automation\" in metadata."
        ]
      },
      "deployment": {
        "confidence": "high",
        "evidence": [
          "Matched \"vercel\" in repository content.",
          "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"
    },
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      "project.topics",
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      "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"
    ],
    "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.",
    "last_verified_at": "2026-08-15T00:00:25.217Z"
  },
  "caveats": [
    "edge-only Cloudflare Workers deployment without adaptation"
  ],
  "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.",
  "source_fields": [
    "project.description",
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  "last_verified_at": "2026-08-15T00:00:25.217Z",
  "knowledge": {
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      "forks": 16,
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      "schema_version": "v1",
      "generated_at": "2026-08-15T00:00:25.217Z"
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        "contributors_90d": "complete"
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    "requested_id": "fitchmultz/pi-agent-browser-native",
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    "resolution": "direct"
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    "generated_at": "2026-08-16T08:54:06.196Z",
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}