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"Attribution and Contribution Analysis in Data Science and Economics" matching MCP servers:
- AlicenseBqualityDmaintenanceEnables web search via Serper API with advanced search operators and webpage scraping capabilities to extract content in plain text or markdown format.Last updated237,883MIT
- Alicense-qualityDmaintenanceMaps Electron app IPC handlers to MCP tools and provides 33 built-in CDP tools for DOM automation, screenshots, interaction, and debugging, enabling Claude Code to directly control your Electron app.Last updated121MIT
- Alicense-qualityBmaintenanceAn MCP server that runs Apify scraping actors with quality-gated validation, scoring, and retries, returning embedding-ready chunks for AI agents.Last updatedMIT
- Alicense-qualityBmaintenanceProvides web search and page fetching capabilities using Ollama's API.Last updatedMIT
Nova Act MCP Serverofficial
Alicense-qualityDmaintenanceExposes Amazon Nova Act web automation capabilities through the Model Context Protocol, enabling AI agents to perform browser tasks like navigation, data extraction, and form interaction.Last updated80MIT No Attribution- -license-qualityAmaintenanceA fault-tolerant, stealth-enabled Model Context Protocol (MCP) server for web searching and content fetching. Built for AI Agents (Cursor, Claude Code, OpenCode), it uses a stealth browser engine to fetch pages, dynamically handles SPAs/React, and converts bloat into token-optimized Markdown.Last updated1
- AlicenseAqualityAmaintenanceEnables searching products, viewing orders, and analyzing order trends on Amazon.in via a persistent Playwright browser session.Last updated9The Unlicense
- FlicenseAqualityCmaintenanceCollects page performance metrics using Playwright, CDP, and Lighthouse, and returns a normalized PerformanceReport.Last updated11
Bright Data MCPofficial
AlicenseAqualityBmaintenanceOfficial Bright Data server for the Model Context Protocol that enables AI assistants like Claude Desktop to reference and make decisions based on real-time public web data.Last updated53,1802,494MIT- AlicenseBqualityDmaintenanceEnables LLMs and AI agents to access real-time web data, search websites, and navigate the web without getting blocked. Includes 5,000 free monthly requests and supports web scraping, browser automation, and bypassing geo-restrictions.Last updated603,1801MIT
- Alicense-qualityDmaintenanceSecurely fetches web content, extracts links and metadata, and downloads files through a sandboxed MCP server without JavaScript execution. Includes prompt-injection detection and comprehensive HTML sanitization for safe web data retrieval.Last updated2MIT
- Flicense-qualityBmaintenanceEnables AI agents to browse and extract data from any public website via Bright Data's cloud infrastructure, handling proxy rotation, CAPTCHA solving, and JavaScript rendering.Last updated
- AlicenseAqualityAmaintenancePay-per-use clean web reader for AI agents. URL in, markdown plus metadata out, in milliseconds. Settled per-call in USDC over x402 — no signup, no API keys.Last updated21272MIT
- AlicenseAqualityAmaintenanceEnables AI coding assistants to debug and analyze JavaScript code in web pages through breakpoint debugging, function hooking, network analysis, and runtime inspection of scripts including minified code.Last updated243,2632,200Apache 2.0
- AlicenseAqualityDmaintenanceIntegrates Firecrawl for web scraping, crawling, search, and content extraction capabilities. Supports single/batch scraping, URL discovery, structured data extraction, deep research, and AI-powered web analysis with automatic retries and rate limiting.Last updated857,892MIT
- AlicenseAqualityDmaintenanceEnables AI agents to interact with Charles Proxy for HTTP traffic analysis, supporting incremental harvest, checkpoint timelines, and rich filtering tools.Last updated135MIT
- FlicenseAqualityDmaintenanceMCP server for fetching daily hot lists from 30+ sources with built-in caching and batch requests.Last updated551
novada-mcpofficial
AlicenseAqualityCmaintenanceOne MCP server. All web data. Search, scrape, crawl, proxy, and AI research — in a single npx command.Last updated342,4113MIT- AlicenseAqualityDmaintenanceDescription: An MCP server with 15 tools covering web search, scraping, extraction, crawling, and autonomous data gathering via the SearchClaw API. Tagline: "The complete web data pipeline for AI agents — Search, Extract, Crawl in One API."Last updated1551MIT