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

Automate browser interactions using Puppeteer, controlling new or existing Chrome instances.

Enables powerful, detection-resistant browser automation for AI assistants using puppeteer-real-browser.

Scrape webpages and convert them to markdown using Puppeteer. Features AI-driven interaction capabilities.

An MCP server offering PureScript development tools for AI assistants. Requires Node.js and the PureScript compiler for full functionality.

Send push notifications via the Pushinator service. Requires an API token from your Pushinator account.

Send push notifications using the Pushover.net service.

Expose your local AI agent CLIs through one MCP endpoint

An AI-powered server that generates PyAirbyte pipeline code and instructions using OpenAI and connector documentation.

Python tools for MCP that integrate with native Apple applications like Messages, Notes, Mail, and more on macOS.

Interact with network devices using Cisco's pyATS and Genie libraries for model-driven automation.

An MCP server for PyAutoGUI that enables automated GUI testing and control, including mouse and keyboard actions, screenshots, and screen information.

A Python library for building gRPC/ConnectRPC services with Pydantic models, featuring automatic protobuf generation and AI assistant tool exposure.

Interact with the GitHub API using PyGithub to manage repositories, issues, and pull requests.

Build custom MCP tools on any datasource and ship them to any agent builder from one control plane—using only SQL and a secure link.

20+ pay-per-request APIs for AI agents — screenshots, web scraping, PDF, OCR, search, QR codes, translation & more. No API keys needed. Pay with USDC via x402. npm: @pylonapi/mcp

Retrieves relevant code snippets and documents to assist in generating PyMilvus code, requiring a running Milvus instance.

Enables conversational structural biology, molecular visualization, and analysis in PyMOL through natural language.

Search and access Python package metadata, version history, and download statistics from the PyPI repository.

A server to query the Python Package Index (PyPI) for package information, dependencies, and compatibility.

An MCP server that provides Python code execution capabilities through a REST API interface.

An MCP server for accessing and interacting with LINE Bot messages.

An interactive Python REPL environment with persistent session history.

Extracts and analyzes Python code structures, focusing on import/export relationships.

A Python MCP server for Microsoft SQL Server, enabling schema inspection and SQL query execution.

Enables AI assistants to interact with local Jupyter notebooks (.ipynb).

A Python REPL with persistent sessions and automatic dependency management using uv.

A FastAPI-based server that provides weather information from the National Weather Service API, secured with OAuth 2.1.

An MCP server for 3D visualization and data analysis using the PyVista library.

Integration with QA Sphere test management system, enabling LLMs to discover, summarize, and interact with test cases directly from AI-powered IDEs

Provides comprehensive browser automation for QA testing capabilities.