MCP Server Registry

Compiler-backed read-only Verilog and SystemVerilog project analysis.

MCP server for running PySpark SQL queries and data transformations against Spark clusters.

MPC Server for PySpark inpired by the LakeSail

python is all you need !

Python A2A is a powerful, easy-to-use library for implementing Google's [Agent-to-Agent (A2A) protocol](https://google.github.io/A2A/). It enables seamless communication between AI agents, creating interoperable agent ecosystems that can collaborate to solve complex problems.

FastMCP 2.0 server for Alfresco Content Services integration

Aula Sobre AI Agents e MCP na LINUXtips

Fetches Python documentation for quick access to language references and code explanations.

The canonical Python stdlib oracle for AI coding agents — always free, always MIT, token-frugal.

Sandboxed Python execution for AI agents. PEP 723 inline deps, multi-version Python, zero pollution.

Google Gen AI Python SDK provides an interface for developers to integrate Google's generative models into their Python applications.

A world-class Python interpreter MCP server with session management, health monitoring, and FastMCP middleware

支持查询主流agent框架技术文档的MCP server（支持stdio和sse两种传输协议）, 支持 langchain、llama-index、autogen、agno、openai-agents-sdk、mcp-doc、camel-ai 和 crew-ai

Lightweight Python Notebook MCP - Enable AI assistants to create, edit, and view Jupyter notebooks via Model Context Protocol

A MCP server providing OpenStack services for MCP clients

Provides an interactive Python REPL environment for executing code within conversations, maintaining separate state for each session and supporting both expressions and statements.

Provides secure Python code execution in containerized sandboxes with automatic matplotlib figure persistence and comprehensive data science libraries for interactive analysis and machine learning experimentation.

Enable AI to control your desktop, mobile and HMI devices

Substack API python implementation

Official python implementation of UTCP. UTCP is an open standard that lets AI agents call any API directly, without extra middleware.

Real-time and historical price feeds for 500+ crypto, equities, FX, and commodities assets.

MCP 3.2 Server for Windows Automation with associated webapp Wraps window/UI analysis, mouse, keyboard, screenshots, OCR, and optional face recog and keylogger