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Docker Code Interpreter MCP provides a secure sandbox environment for executing Python code within isolated Docker containers. The implementation creates lightweight Alpine-based containers with resource limits (memory, CPU, processes) and proper isolation, installs Python runtime dynamically, and exposes tools for initializing containers, executing code, and cleaning up resources. Built with comprehensive error handling and detailed logging, it enables AI assistants to safely run untrusted code for data analysis, algorithm testing, and educational demonstrations without compromising the host system's security.

Provides full programmatic control over Apple Keynote through the Model Context Protocol, enabling creation, editing, presenting, and exporting of presentations via natural language.

A Model Context Protocol server that allows working with DICOM medical images through a simple note storage system.

Desk cluttered with papers? No room for a cup of coffee? This MCP server will help!

Enforce safe secret handling by collecting secrets through one-time HTTPS forms, storing them in pass.

MCP server for agent session recording and replay — debug non-deterministic agent behavior with session comparison and divergence detection

Independent continuation of rtuin/mcp-mermaid-validator with WSL stdin fix and active maintenance.

W3C Solid identity and storage for AI agents.

A unified AI and automation command center that allows users to interact with multiple AI providers (OpenAI, Anthropic, Gemini) and services (GitHub, Google) through natural language commands and multi-step workflows.

ChatGPT / Codex integration for searching and studying a local al-Maktaba al-Shamela 4 library.

Local MCP server for Bind Protocol — credential parsing, verification, and hashing tools for AI agents.

A basic MCP server to fetch the weather for a given location

Query alternative financial data from Quiver Quantitative (Congress trading, Lobbying, Government Contracts.

Multi-agent debate cross-examination & consensus arbitration (Super Agent / DeepSeek-R1)

An MCP server that integrates with Fewsats allowing AI agents to securely purchase anything by retrieving balances, accessing payment methods, and processing payments.

A simple MCP server that provides a calculator tool for adding numbers and a dynamic greeting resource.

A Framelink Figma MCP server extension for Zed

Provides access to worldwide labor market data including unemployment, wages, and employment statistics from BLS (US) and Eurostat (EU). Offers tools for comparing countries and sectors, and retrieving occupation outlooks.

Connects AI agents to Flato's native editable canvas for design, enabling creation, inspection, revision, export, and visual QA of projects.

MCP server: Scan OpenClaw SKILL.md and MCP tool definitions for security vulnerabilities. 22 rules. For Claude Code.