Web Scraping & Data Collection MCP Servers

Firecrawl

Empowers LLMs with powerful web scraping capabilities for enhanced context and information retrieval.

Google Search

Provides web search capabilities using Google Custom Search API and extracts content from webpages for AI model integration.

Saffron

Enables AI assistants to manage recipes, meal plans, and cookbooks within the Saffron application.

Weather

Retrieve real-time weather forecasts and alerts for US locations via the National Weather Service API.

Web Tools

Empowers LM Studio-based AI models with real-time internet search, URL content fetching, and readable content extraction.

Thordata Scraper

Provides one-click access to any website worldwide, delivering AI-ready structured data by bypassing web data barriers.

Apify

Connects AI applications and agents to thousands of ready-built tools for real-time web scraping, data extraction, and automation.

BrowserCat

Provides cloud-based browser automation capabilities, enabling AI models to interact with web pages and execute JavaScript without local browser installations.

Veil

Indexes code repositories for fast local retrieval, symbol resolution, and contextual search to assist AI coding agents.

Recipes

Imports, parses, scales, formats, and searches recipes from the internet, offering robust culinary data management.

Domain Check

Verifies the availability of domain names across over 500 TLDs using RDAP and WHOIS protocols.

Prospector

Finds and verifies business email addresses using built-in DNS and SMTP checks, offering a free alternative to paid subscription services.

Swiss Academic Libraries

Connects AI models to the full Swiss academic library infrastructure, including swisscovery, e-rara, e-periodica, and e-manuscripta, via standardized, open protocols.

Delta

Enables AI agents to fully manage Delta Air Lines flight bookings and travel needs through robust browser automation.

SmartLab

Scrapes financial data from smart-lab.ru to provide comprehensive bond, stock, and dividend analytics.

Drissionpage Devtools

Integrates DrissionPage browser automation with js-reverse-mcp devtools capabilities into a single, unified MCP server for simplified client interaction.

Edinet

Integrate with the EDINET API to access and process financial disclosure data directly from MCP clients.

FanQie Novel

Integrates FanQie Novel's book, chapter, and comment data, making it accessible to Large Language Model clients via the Model Context Protocol.

FeedNest

Empower AI assistants with direct, natural language access to your curated news feeds, articles, highlights, notes, and tags.

Academic Institution & Talent

Automate academic research technology scouting, university tech transfer intelligence, and lab profiling by connecting to 8 live academic databases for AI agent-driven analysis.