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Enables querying real-time stock data for A-shares, Hong Kong, and US markets, including search, price details, and market indices via natural language.

This Puppeteer MCP server, developed by Todd Wolven, provides browser automation capabilities for AI assistants using Playwright. It exposes functions for web navigation, screenshots, element interactions, and JavaScript execution, abstracting away the complexities of browser control. The server implements detailed error handling and logging for robustness. By connecting AI systems with real browser environments, this implementation enables assistants to interact with web pages, fill forms, and extract data programmatically. It is particularly useful for web scraping, automated testing, or any scenario where an AI needs to navigate and manipulate web content in a full browser context.

A server that leverages the XMCP framework to discover and execute tools from the src/tools directory, supporting both SSE and STDIO transport methods for interaction.

An MCP server for financial analysis that provides real-time and historical stock prices via Alpha Vantage and company fundamentals via Financial Modeling Prep.

Provides GitHub API tools (repo info, open PRs, latest release) via FastMCP, easily run with uvx.

Vibe coding principles based on Rick Rubin's adaptation of the Tao Te Ching for developers and their AI agents

Paperless ngx MCP implementation for document processing

Search Sunex lenses and imager sensors, match compatible optics, get pricing. No API key needed.

Enables AI to generate and compile Aseprite game art, producing sprite files, sheets, and engine JSON with tools for initialization, briefs, pixel painting, building, validation, and opening in Aseprite.

A system for defining, composing, and managing task-specific contexts for AI-powered development, enabling consistent, high-quality results.

Provides weather alerts and forecasts for US locations using the National Weather Service API.

Make any website visible to ChatGPT, Claude, Gemini & Perplexity. Free MCP tools for AI-readiness scoring, robots.txt/llms.txt generation, VibeTags, and AI bot analysis. No API key required. 25 free scans/day.

EmpirioLabs AI remote MCP server: AI models, media generation, web search, batch jobs, GPU Cloud and hosted agents as tools

An image recognition MCP server based on mimo-v2.5, enabling AI assistants to describe images, extract text via OCR, and output structured information in JSON or table format.

A custom Model Context Protocol server that enables GitHub Copilot Agent to perform browser automation testing using WebdriverIO tools through natural language instructions.

Advisory AOS agent health scan before deployment. Checks manifest, runtime services, immune loop, and physical evidence under a target directory. Stdio MCP: mcp-agent-health. Install: pip install mcp-agent-health==0.3.1

Governed, auditable knowledge your team curates for its AI assistants, self-hostable

Generates random Universal LPC spritesheet characters as full animation PNGs, compositing real sprite layers via a Cloudflare Worker with browser rendering.

Enables Claude to read weclapp data such as customers, invoices, and articles via a secure MCP server.

MCP server for Slovak business registers (RPO) — AI agents can query 1.4M+ Slovak legal entities via Slovakia's official Statistical Office API. Search companies by name, IČO, or get full entity details including legal form, address, and statutory representatives.