tinyfishUse TinyFish web agent to extract/scrape websites, extract data, and automate browser actions using natural language. Use when you need to extract/scrape dat...
Install via ClawdBot CLI:
clawdbot install tinyfish/tinyfishGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
POST → https://agent.tinyfish.ai/v1/automation/run-sseCalls external URL not in known-safe list
https://agent.tinyfish.aiAudited Jun 4, 2026 · audit v1.0
Generated Jul 14, 2026
An e-commerce business needs to monitor competitor pricing for a product category. Use TinyFish to search for competitors, fetch product pages, and extract structured price data for analysis.
A media monitoring agency wants to track breaking news on a specific topic. Use TinyFish to search for latest articles, fetch full content from multiple sources, and summarize key points.
A B2B sales team needs to extract contact information from industry directories. Use TinyFish to search for relevant directory pages, then use the agent tool to automate form filling and data extraction.
A developer needs to look up the latest API documentation for a cloud service. Use TinyFish to search for official docs, fetch the relevant pages as markdown, and extract code examples.
A HR tech startup wants to analyze job posting trends. Use TinyFish to search for job listings on multiple sites, fetch the pages, and extract structured data like titles, locations, and salaries.
Offer structured web data to clients as a subscription service. TinyFish can be used to automate extraction from targeted sites, enabling recurring revenue from data feeds.
Build a SaaS platform that helps businesses monitor competitors, track industry news, and generate reports. TinyFish powers the underlying web search and content extraction.
Use TinyFish to conduct in-depth market research, produce reports, and offer consulting. Clients pay per project or via retainer for ongoing analysis.
💬 Integration Tip
Start with the search and fetch commands for most tasks, and only escalate to agent/browser when pages require interaction. Use environment variables for API keys to avoid exposing credentials.
Scored Jul 14, 2026
A fast Rust-based headless browser automation CLI with Node.js fallback that enables AI agents to navigate, click, type, and snapshot pages via structured commands.
Uses a headless browser to navigate web pages, interact with elements, and extract clean, readable text content from URLs.
Headless browser automation CLI optimized for AI agents with accessibility tree snapshots and ref-based element selection
通过已登录的Edge或Chrome浏览器，利用Chrome DevTools Protocol执行JS渲染页面的导航、点击、截图及数据提取等自动化操作。
Send and receive SMS/RCS via Google Messages web interface (messages.google.com). Use when asked to "send a text", "check texts", "SMS", "text message", "Google Messages", or forward incoming texts to other channels.
High-performance browser automation for heavy scraping, multi-tab management, and precise DOM extraction. Use this when you need speed, reliability, or advanced state management (cookies/local storage) beyond standard web fetching.