Composio enables AI Agents and LLMs to authenticate and integrate with various tools via function calling.
Provides cloud browser automation capabilities using Stagehand and Browserbase, enabling LLMs to interact with web pages, take screenshots, and run parallel sessions in a cloud browser environment.
Web scraping and automation platform. Run scrapers, extract structured data, and automate browser-based workflows.
Deploy and manage Kernel apps, automate browsers, and search documentation with Kernel. Securely run workflows, monitor deployments, and spin up sandboxed browser sessions, all instantly accessible through a hosted service built for AI-native automation.
Hosted Playwright browser automation for AI agents. Returns accessibility trees instead of screenshots, cutting token usage by 77%. Navigate, interact, extract structured data, and take screenshots — all via MCP. Zero infrastructure, credit-based pricing.
Enable AI assistants and applications to perform automated web browser interactions, testing, and scraping through a standardized interface. Control multiple browsers with comprehensive element interaction and advanced navigation tools. Benefit from type-safe, robust browser automation powered by Selenium WebDriver.
Scrayle.com gives AI agents full web access through 35 tools spanning scraping, browser automation, AI-powered browsing, workflow orchestration, and more. • Scrape & Crawl - Extract content from single pages or crawl entire sites. Batch scrape multiple URLs at once. Get clean markdown, HTML, links, and metadata. • Cloud Browsers - Launch stealth cloud browsers with anti-detection. Navigate, click, type, screenshot, scroll, select dropdowns, and execute JavaScript - all remotely. • AI Browser Agent - Let an AI agent browse the web autonomously. Give it a task and it figures out the clicks, scrolls, and form fills on its own. • Workflows Create, run, and manage multi-step automation workflows. Chain scraping, browser actions, and data processing together. • CAPTCHA Solving Solve reCAPTCHA, hCaptcha, Turnstile, and other challenges automatically. • Marketplace - Browse and run pre-built scraping templates from the Scrayle marketplace. • Key-Value Storage - Store and retrieve data
Enable language models to perform advanced AI-powered web scraping with enterprise-grade reliability. Transform webpages into structured markdown, extract data using AI, and execute AI-powered web searches seamlessly. Enhance your applications with powerful web data extraction capabilities through this integration. It could also make web search, browser automation and markdownification
Give your AI agent full control of your real apps — Mail, iMessage, Microsoft Teams, Slack, WhatsApp, Calendar, OneDrive, Outlook, OmniFocus, Notes, files and Office docs. 143 tools, 100% local, no API keys. Reaches what cloud connectors can't. Mac + Windows.
Glazyr Viz bypasses fragile DOM scraping and Cloudflare blocks by feeding raw Chromium memory frames directly to your AI agent. Achieve 177 FPS zero-copy vision with built-in, agent-native USDC compute settlement. The Screenshot Tax is over.
🚀 58+ REST tools · 44 MCP tools · 5,000 FREE req/day! Agent Advisor, extract, PDF, OCR, summarize, bias/conflict detection. Self-register in 0.7s — POST /v1/register {} (no email). Remote Streamable HTTP MCP for autonomous AI agents. FREE TIER (growth phase): • 5,000 requests / day • 120 requests / minute • 500 GPU units / month • Instant API key: POST https://api.toolsforagents.tools/v1/register with {} • No credit card · no human signup MCP LAYER (44 tools at /mcp): • Web: extracturl, readurl, screenshot, crawl, cacheurl • Search/RAG: websearch, agentresearch, retrieve, chunktext • Media: extractpdf, ocrimage, youtubetranscript • Text: summarizetext, translatetext, comparetexts • Platform: listtools, estimatecost, memory_store FULL REST API (58+ tools): • Agent Advisor, dry-run, confidence/estimate, conflict/detect • Commons collective memory, bias detection, workflows • OpenAPI: https://api.toolsforagents.tools/docs QUICK START (
Automate complex web browsing tasks like navigation, form filling, and deep research across multiple tabs. Extract structured data and visual insights from any webpage instantly. Streamline digital workflows by executing multi-step pipelines and generating media directly within the browser.
Pay-per-call tool API for autonomous agents. x402 payments on Base. 27 tools including web search, price feeds, and The Hive shared memory layer.
sncro is a lightweight MCP relay and framework plugin system that lets AI coding assistants (Claude Code, Cursor, Copilot) inspect a live browser during development. Instead of asking you for screenshots, Claude calls MCP tools to query the DOM, read console logs, check network timing, or pull a page snapshot — all against your actual running app. Drop-in middleware for FastAPI and Flask today; Django, Express, Next.js, Rails welcome as community PRs. Debug-only (zero code in production). Free tier + hosted relay at relay.sncro.net, or self-host from the MIT-licensed source.
Load and parse webpages using natural language queries to extract structured data. Manage browser sessions for interactive automation and retrieve usage metrics.
User agent string parser API for AI agents. Parse any user agent into structured data: browser (name, version), OS (name, version), device type (desktop/mobile/tablet), rendering engine, and bot detection. Tools: utilityparseuser_agent. Use this for analytics processing, bot detection, device targeting, or browser compatibility checks. Returns: {browser, os, device, engine, isBot}. No API key required — x402 micropayment $0.001/call on Base L2.
Lightweight MCP browser for LLM agents. One native binary, no Chrome, low-token BlockMaps, stateful sessions, bounded JavaScript execution, forms, cookies, and escalation hints to real Chrome via Unchained. Hosted endpoint is for public discovery and smoke tests only.
Pay-per-call web scraping for AI agents — no signup, no API keys, just USDC. AgentScrape is a production MCP server giving agents six paid tools for web scraping, structured extraction, screenshots, and metadata — all on Cloudflare Workers, all settled in USDC on Base via x402. Tools scrapewebpage — fetch as markdown, html, text, or json extractstructureddata — AI-powered extraction with natural-language prompts + JSON schemas screenshotwebpage — PNG capture, viewport configurable extractmetadata — OG, Twitter Card, JSON-LD createbrowsersession — persistent sessions for multi-step flows runworkflow — multi-step atomic execution Pricing $0.001–$0.008 USDC per call on Base mainnet. No subscriptions. No API keys. Pay per request via x402. Free tier: 10 calls per wallet per 30 days. No signup required. Stack Cloudflare Workers · Hono · @x402/hono v2 · MCP Streamable HTTP · xpay.sh facilitator · Browser Rende
Turn interface operations into deterministic programs. AI forges taps once, then any agent replays them forever at zero AI cost. 31 tools for browser automation, web scraping, and agent orchestration. 200+ community skills included.
A powerful web crawling MCP server built for autonomous AI agent swarms. It provides high-speed, parallel web data extraction, allowing distributed multi-agent systems to seamlessly harvest real-time web intelligence. Scale your swarm’s automated research capabilities with optimized, structured web data delivery built directly for LLM tool use.
