Awesome MCP Servers

Discover, extract, and interact with the web - one interface powering automated access across the public internet.

Put performance and error data directly in the hands of your AI assistant.

Access financial market data: realtime & historical stock, ETF, options, forex, crypto, commodities, fundamentals, technical indicators, & more

Provides tools for scientific computation, including tensor storage, linear algebra, vector calculus, and visualization.

Harvests scientific papers from arXiv and OpenAlex, providing real-time access to metadata and full text.

Natural language interface for scientific command-line tools via MCP

Answers grounded in science

A natural language interface for single-cell RNA sequencing (scRNA-Seq) analysis, supporting various modules from IO to enrichment.

Access Scorecard's AI model evaluation and testing tools via a Cloudflare Workers deployment.

Scout's official MCP pipes error, trace and metric data from production to your AI agent

A simple notes system server for the Model Context Protocol, providing resources, tools, and prompts.

A server for the Scrapbox/CoSense platform to retrieve, list, search, and create pages.

Access Twitter/X data including user profiles, tweets, followers, trends, lists, and communities via the ScrapeBadger API.

AI-powered web scraping using the ScrapeGraph AI API. Requires an API key.

Integrate real-time Scrapeless Google SERP(Google Search, Google Flight, Google Map, Google Jobs....) results into your LLM applications. This server enables dynamic context retrieval for AI workflows, chatbots, and research tools.

A powerful web scraping tool for AI assistants, powered by the Scraper.is API.

B2B lead generation MCP server - Apollo, Google Maps, email finder, skip trace, and 15+ more tools.

Turn websites into datasets with Scrapezy

Extract structured data from websites using the Scrapezy API.

Scrapfly MCP Server gives AI agents a simple, unified way to scrape live web data with built-in anti-bot handling.

A server for scraping web pages using the ScrAPI API.

Fetches HTML and markdown from websites with anti-automation measures using Scrapling.

Capture and analyze screenshots using the Claude Vision API.

use 24/7 desktop memory as context in AI

Capture Windows screenshots from AI assistants in WSL, with options for specific monitors or windows.

Render website screenshots with ScreenshotOne

A macOS-only server that enables LLMs to capture screenshots of specific application windows, providing visual context for development and debugging.

A simple note storage system with tools for adding notes and generating scripts from them.

An Ai Video Agent that can generate professional and complex videos with simple prompts and context images.

Search for Magic: The Gathering cards and get details, rulings, and prices using the Scryfall API.

Provides SD Elements API integration for security and compliance management.

Provides Seam-Driven Development tools for AI-assisted software development.

An MCP server providing searchable access to multiple AI/ML SDK documentation and source code.