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Web extraction and browser control for AI agents

Tools to give AI agents reliable access to live web pages, headless browsers, and real-time search index data.

7 tools · curated by Stork

AI agents break the moment they hit static knowledge cutoffs or anti-bot defenses. Giving an autonomous agent raw HTTP access usually leads to rate limits, broken JavaScript hydration, and blocked IP addresses. To handle real-world web workflows, builders need specialized execution layers that turn the messy public web into clean, structured context. When picking tools for web extraction, decide whether your agent needs raw search results, headless browser execution, or scalable web scraping pipelines. Structured search APIs work best for quick factual retrieval and grounding. Managed headless browsers excel at complex user interactions like logging in or clicking through flows. For heavy data extraction, dedicated scraping platforms handle proxy rotation and stealth execution behind simple endpoints.
  1. 1

    Browserbase

    🤖 Automate

    Managed headless browsers for AI agents. OpenAPI, MCP server, and changelog.

  2. 2

    Tavily

    🤖 AI Tools

    Tavily is a search API optimized for AI agents and RAG workflows, providing real-time web search and content extraction.

  3. 3

    Apify

    📊 Analyze

    Web scraping and browser automation platform. OpenAPI plus MCP server.

  4. 4

    Cloudflare Browser Run

    🤖 AI Tools

    Welcome to Cloudflare - Powering the next generation of applications

  5. 5

    Webhound

    🤖 AI Tools

    Webhound is a research engine designed for agents, offering a pay-as-you-go model. It conducts thorough research based on a set budget, returning structured results without requiring human oversight.

  6. 6

    AgentKey

    🤖 AI Tools

    AgentKey is a live data marketplace that enables agents to search, scrape, and interact with various data sources, including social media, finance, and crypto. It provides a single key to access multiple APIs seamlessly.

  7. 7

    Playwright

    🤖 AI Tools

    Playwright is an open-source framework for web automation, testing, and AI agent control. It supports Chromium, Firefox, and WebKit, providing a single API for driving these browsers across various programming languages including TypeScript, Python, .NET, and Java. The framework offers features like auto-waiting and web-first assertions for end-to-end testing. For AI agents, Playwright includes a Model Context Protocol (MCP) server, which provides structured accessibility snapshots for deterministic browser interaction and full browser control.