Web Scraping & Data Collection MCP Servers

Gnews Search

Enables client applications to search for related news on the internet.

Paperscraper

Scrape publication metadata from PubMed, arXiv, medRxiv, bioRxiv, and ChemRxiv.

Binance Announcements

Streams the latest Binance announcements to AI agents in real time, facilitating instant analysis and action.

APRS.fi

Connects to the APRS.fi API to facilitate ham radio position tracking and balloon chase operations, integrated with Claude Code for AI-powered data analysis.

LangGraph Financial Agent

Integrates Model Context Protocol with LangGraph to build an intelligent ReAct agent capable of accessing real-time financial data.

Spider

Performs web search and scraping without relying on official APIs, leveraging pure crawler technology.

LinkedIn

Empowers AI assistants to access and interact with LinkedIn for data scraping, job recommendations, and searches.

Doc Search

Fetches and converts official library documentation into clean, LLM-friendly Markdown using a high-performance Python server.

Cortex-OS

Transforms human intent into real actions, serving as a voice-controlled AI operating assistant for desktop automation and task execution.

LeetCode Environment Creator

Generates local LeetCode practice environments based on problem URLs and specified programming languages.

LlmsTxtKit

Facilitates llms.txt-aware content retrieval, parsing, validation, and caching for AI agent systems using C#/.NET.

Wildberries

Retrieves and analyzes Wildberries product reviews for seamless integration with Large Language Models.

Consulting Kit

Provides three production-grade MCP servers and an AI automation framework for diverse business intelligence, API integration, and content automation needs.

Rolli

Provides a robust server for performing advanced social media search and analytics across various platforms.

Fiber AI

Integrate business data search, contact enrichment, and audience management capabilities directly into your AI coding agent workflow.

Shree

Provides AI-driven financial analysis, fetching market data, performing technical and fundamental analysis, and summarizing investment decisions for users.

WebHarvest

Converts any URL into agent-friendly markdown, HTML, or structured JSON, featuring advanced anti-bot bypass and autonomous browsing capabilities.

Sovereign Debt Contagion

Orchestrates international data sources to provide a composite sovereign risk verdict and actionable recommendations for financial professionals.

Competitive Digital Intelligence

Delivers full-spectrum competitive digital intelligence for AI agents by orchestrating 8 specialist data sources in parallel to analyze any competitor's digital presence.

Kivest Search

Provides free AI-powered search capabilities via the Kivest AI Search API, offering intelligent rate limiting and request queuing for seamless integration with MCP clients.