{
  "project_id": "oxylabs/oxylabs-ai-studio-py",
  "repo": "oxylabs/oxylabs-ai-studio-py",
  "name": "oxylabs-ai-studio-py",
  "github_url": "https://github.com/oxylabs/oxylabs-ai-studio-py",
  "homepage_url": "https://aistudio.oxylabs.io/",
  "language": "Python",
  "license": "MIT",
  "project_kind": "project",
  "category": [
    "browser_agent"
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  "tags": [
    "ai-crawler",
    "ai-grounding",
    "ai-scraper",
    "ai-scraping",
    "ai-search",
    "ai-tools",
    "ai-training",
    "ai-web-scraper",
    "firecrawl-alternative",
    "proxy-scraper",
    "python-ai",
    "search-api",
    "tavily-alternative",
    "web-scraping",
    "web-scraping-ai",
    "web-scraping-api",
    "web-scraping-python",
    "web-search-api"
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  "description": "Structured data gathering from any website using AI-powered scraper, crawler, and browser automation. Scraping and crawling with natural language prompts. Equip your LLM agents with fresh data. AI Studio python SDK for intelligent web data gathering. ",
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    {
      "repo": "browser-use/browser-use",
      "reason": "Same browser agent intent with browser_automation, workflow overlap."
    },
    {
      "repo": "jo-inc/camofox-browser",
      "reason": "Same browser agent intent with browser_automation, workflow overlap."
    },
    {
      "repo": "unclecode/crawl4ai",
      "reason": "Same browser agent intent with browser_automation, workflow overlap."
    }
  ],
  "related": [
    {
      "repo": "apify/crawlee-python",
      "reason": "Related to oxylabs/oxylabs-ai-studio-py through browser agent category and library_only deployment."
    },
    {
      "repo": "ScrapeGraphAI/scrapegraph-py",
      "reason": "Related to oxylabs/oxylabs-ai-studio-py through browser agent category and library_only deployment."
    },
    {
      "repo": "apify/crawlee",
      "reason": "Related to oxylabs/oxylabs-ai-studio-py through browser agent category and library_only deployment."
    },
    {
      "repo": "apify/apify-sdk-python",
      "reason": "Related to oxylabs/oxylabs-ai-studio-py through browser agent category and library_only deployment."
    },
    {
      "repo": "tiliondev/fortress",
      "reason": "Related to oxylabs/oxylabs-ai-studio-py through browser agent category and library_only deployment."
    },
    {
      "repo": "firecrawl/firecrawl",
      "reason": "Related to oxylabs/oxylabs-ai-studio-py through shared LLM provider dependency context."
    },
    {
      "repo": "browserbase/stagehand",
      "reason": "Related to oxylabs/oxylabs-ai-studio-py through browser agent category and library_only deployment."
    },
    {
      "repo": "jackwener/OpenCLI",
      "reason": "Related to oxylabs/oxylabs-ai-studio-py through browser agent category and library_only deployment."
    }
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    "LLM provider"
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      "confidence": "high",
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        "Matched \"pip install\" in repository content.",
        "Local usage is assumed for open source repositories unless contradicted."
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    "difficulty": {
      "confidence": "medium",
      "evidence": [
        "Repository has under 10k stars, so complexity is treated conservatively."
      ]
    },
    "cloudflare_ready": {
      "confidence": "high",
      "evidence": [
        "Runtime blocker: python.",
        "No Cloudflare deployment signal detected.",
        "No wrangler.toml found in inspected repository files."
      ]
    }
  },
  "quality_signals": {
    "stars": 3396,
    "recent_commits": 0,
    "contributors": 5,
    "issue_response_time_hours": null,
    "release_frequency_180d": 0
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  "quality_signal_confidence": {
    "stars_30d_delta": "snapshot",
    "stars30d_window_days": 33,
    "commits_30d": "complete",
    "releases_180d": "complete",
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  "agent_score": 58,
  "score": 73,
  "agent_score_breakdown": {
    "documentation": 90,
    "maintenance": 7,
    "deployment": 80,
    "popularity": 71,
    "community": 50
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  "git_top_score_breakdown": {
    "community": 92,
    "maintenance": 5,
    "documentation": 92,
    "stability": 70,
    "adoption": 93,
    "agent_readability": 100
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    "overall_status": "partial",
    "observed_at": "2026-09-21T05:01:08.627Z",
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        "status": "observed",
        "source": "github_metadata",
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          "metrics.recent_push_days"
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      "license": {
        "status": "observed",
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        "status": "observed",
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        "source": "git_top_runtime",
        "evidence": [
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        "source": "git_top_runtime",
        "evidence": [
          "dependency/security scan is not enabled"
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      "mcp": {
        "status": "not_applicable",
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        "evidence": [
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      "Run a dependency and security scan before treating the score as a trust claim."
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    "install": "Install as a library or package using the repository instructions.",
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      "navigation constraints"
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      "browser actions",
      "page state",
      "extracted data"
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      "build browser automation agents",
      "operate web tasks with LLMs",
      "test web workflows",
      "web automation",
      "browser tasks",
      "UI-driven workflows"
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    "not_good_for": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "users expecting a complete hosted product",
      "backend-only jobs",
      "offline batch processing"
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      "local",
      "cloud"
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      {
        "repo": "browser-use/browser-use",
        "reason": "Same browser agent intent with browser_automation, workflow overlap."
      },
      {
        "repo": "jo-inc/camofox-browser",
        "reason": "Same browser agent intent with browser_automation, workflow overlap."
      },
      {
        "repo": "unclecode/crawl4ai",
        "reason": "Same browser agent intent with browser_automation, workflow overlap."
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        "confidence": "medium",
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          "Matched \"browser automation\" in metadata."
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      "deployment": {
        "confidence": "high",
        "evidence": [
          "Matched \"pip install\" 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": [
          "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": 33,
      "commits_30d": "complete",
      "releases_180d": "complete",
      "contributors_90d": "complete"
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    "verification": {
      "schema_version": "git-top.verification.v1",
      "overall_status": "partial",
      "observed_at": "2026-09-21T05:01:08.627Z",
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        "license": {
          "status": "observed",
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        "documentation": {
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        "runtime": {
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          "evidence": [
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            "agent_card.cloudflare_ready"
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        "install": {
          "status": "not_run",
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          "evidence": [
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        "security": {
          "status": "not_run",
          "source": "git_top_runtime",
          "evidence": [
            "dependency/security scan is not enabled"
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          "source": "git_top_runtime",
          "evidence": [
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        "inferred": 1,
        "not_run": 2,
        "unknown": 0
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        "Run an installation/build probe before production adoption.",
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    "caveats": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "users expecting a complete hosted product",
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    ],
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  "caveats": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "users expecting a complete hosted product",
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  "last_verified_at": "2026-09-21T05:01:08.627Z",
  "knowledge": {
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          "project_id": "browser-use/browser-use",
          "reason": "Same browser agent intent with browser_automation, workflow overlap."
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        {
          "project_id": "jo-inc/camofox-browser",
          "reason": "Same browser agent intent with browser_automation, workflow overlap."
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        {
          "project_id": "unclecode/crawl4ai",
          "reason": "Same browser agent intent with browser_automation, workflow overlap."
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          "confidence": "medium",
          "evidence": [
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          "confidence": "medium",
          "evidence": [
            "Repository has under 10k stars, so complexity is treated conservatively."
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        },
        "cloudflare_ready": {
          "confidence": "high",
          "evidence": [
            "Runtime blocker: python.",
            "No Cloudflare deployment signal detected.",
            "No wrangler.toml found in inspected repository files."
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