MCP Servers

MCP server that compiles AI browser automation into deterministic .tap.json plans (25-op closed union, zero runtime LLM), runs on your logged-in Chrome, and detects drift via semantic fingerprint diff when sites change. 65+ open community taps on 40+ sites.

Native Safari browser automation for AI agents with 80+ tools. No Chrome dependency, optimized for Apple Silicon with 60% less CPU overhead.

URL fetcher and HTML-to-markdown converter with three-layer prompt injection defense: pre-extraction sanitization of hidden/off-screen elements and non-printing Unicode, 15-pattern risk scanning (HIGH/MEDIUM/OK), and per-request session-salt content boundary wrapping.

Multi-provider web search with intelligent auto-routing (Serper, Tavily, Exa). Available via uvx web-search-plus-mcp.

MCP server for scraping Hacker News, Bluesky, and Substack with x402 micropayment support. Tools: hnsearch, blueskysearch, substacksearch. $0.05/call via USDC on Base.

Web design analysis MCP server with 26 tools for layout extraction, motion detection, quality scoring, and semantic search. Uses Playwright, pgvector HNSW, and Ollama Vision to turn web pages into searchable, structured design knowledge.

Web scraping — extract clean markdown, links, and metadata from any URL. Free Firecrawl alternative.

Comprehensive research tools including Google Search (web, news, images), web scraping with JavaScript rendering, academic paper search (arXiv, PubMed, IEEE), patent search, and YouTube transcript extraction.

Production-ready MCP server providing 13 tools for AI agents: web search, content extraction, screenshots, weather, finance, email validation, translation, news, GeoIP, WHOIS, DNS, PDF extraction, and QR code generation. 1,000 free calls/month, no setup required.

OpenGraph.io API integration for extracting OG metadata, taking screenshots, scraping web content, querying sites with AI, and generating branded images (illustrations, diagrams, social cards, icons, QR codes) with iterative refinement.

Web search (embedded SearXNG), content extraction, and library docs indexing with hybrid search (FTS5 + semantic). Built-in Qwen3 embedding, no API keys required.

Web scraping MCP server for AI agents. 6 tools: clean content extraction, structured scraping with CSS selectors, full-page screenshots via Playwright, link extraction, metadata extraction (OG/Twitter cards), and Google search. Free tier with x402 micropayments.

MCP server for Claude to talk to ChatGPT and use its web search capability.

🎖️ - Interact with WebScraping.ai for web data extraction and scraping.

The Scrapeless Model Context Protocol service acts as an MCP server connector to the Google SERP API, enabling web search within the MCP ecosystem without leaving it.

Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana, SiteOne, and InterroBot crawlers.

🔎 - Highest Accuracy Web Search for AI

"primitive" RAG-like web search model context protocol (MCP) server that runs locally. No APIs needed.

Web search using DuckDuckGo

Web search capabilities using Microsoft Bing Search API

MCP server for fetching web page content using Playwright headless browser, supporting Javascript rendering and intelligent content extraction, and outputting Markdown or HTML format.

🎖️ - Access data, web scraping, and document conversion APIs by Dumpling AI

Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and more. Build powerful AI agents with Dappier.

Web search capabilities using Brave's Search API