# Code execution

A code executor based on the MCP protocol, which executes code in a Docker environment and returns the result.

Jupyter MCP Server is a server that implements the Model Context Protocol, supporting interaction with notebooks running on local JupyterLab.

An MCP service that provides tools for Prolog execution, query, and predicate search

A skill management system based on the MCP protocol, allowing AI assistants such as Claude to create, edit, run, and manage skill scripts stored in the local directory, supporting Python code execution, environment variable management, and multi - skill combined use.

An MCP server that provides Ruby console functionality, allowing AI assistants to execute Rails console, IRB, or Racksh commands through natural language, query models, and interact with Ruby/Rails applications, supporting persistent sessions.

Figma-pilot is an MCP tool that controls Figma through an AI agent. It uses a code execution method and only provides three core tools to achieve efficient batch operations and complex workflows.

An MCP server that provides an isolated Docker environment, supporting code execution, package installation, and environment configuration in multiple programming languages

Hamibot MCP Server is a server implementation based on the MCP protocol for managing and controlling Hamibot devices and automation scripts, supporting functions such as device management, script running, and code execution.

A bridge tool between Basilisp nREPL and the MCP protocol

Manus MCP is a server implementation of the Model Context Protocol (MCP), providing web browsing, search query, and code execution functions, and supporting integration with the Claude desktop version.

A server that provides Model Context Protocol (MCP) services for Groq models, supporting real-time information query and code execution functions.

An MCP server for securely running Python code in a sandbox environment, supporting automatic installation of dependency packages and asynchronous execution.

An MCP server based on the Starlark language, providing secure code execution capabilities for LLM clients, supporting the execution of Python-style scripts and returning execution results

An MCP server for ROOT data analysis and visualization, supporting direct calls to the PyROOT and cling interpreters through Python and C++ code, providing a graphical interface and error detection functions

Sugar is an autonomous execution layer designed for AI programming agents, providing task queue management, 24/7 continuous operation, and a persistent memory system, supporting integration with mainstream AI coding tools such as Claude Code and OpenCode.

PyRunner MCP is an MCP server optimized for Python script development, providing a persistent kernel that enables variables to be retained across executions, offering a command - line experience similar to Jupyter Notebook.

An MCP server that connects an LLM to the Roblox game client, supporting code execution, script inspection, remote call monitoring, screenshot taking, etc. in the game, and supporting multi-client connection and primary-secondary mode.

The Jupyter MCP Server is a service that implements the Model Context Protocol (MCP) and supports interaction with Jupyter notebooks.

A C# code execution MCP server based on Roslyn

The ValTown MCP Server is a service designed for AI assistants, allowing code execution in the ValTown environment, supporting multiple platforms and being compatible with mainstream MCP clients.

The Dumpling AI MCP Server is a model context protocol service integrating multiple functions, providing capabilities such as data scraping, content processing, knowledge management, AI agents, and code execution, and supporting a rich set of API interfaces and tools.

The MCP Notebook Service is a server for progressive execution of Python code. It retains variable states to support subsequent execution and needs to run in a Docker environment to ensure system security.