90+ production-safe OpenStack tools for AI agents via MCP. Project-scoped & read-only by default. Works with Claude, Open WebUI & any MCP client. FastMCP + OpenStack SDK. Available on PyPI, Docker Hub & Smithery.

MCPR enables AI agents to participate in interactive R sessions for professional analysis workflows.

Official BlazeMeter MCP Server for AI-driven performance testing

An MCP server that provides comprehensive US legislation.

Agentic Shopify Chatbot with MCP integration, embedded directly into Shopify via a Theme Extension

MCP Server for Instantly v2 API

NASA Earthdata–first capabilities: dataset discovery, granule search, and flexible authenticated downloads, optimized for notebooks and workflows.

Virtual assistant with Outlook Mail, Calendar, and early OneDrive support (requires Azure admin).

Docker-driven, protocol-compatible code executor enabling local multi-language runs with isolated containers and execution results.

Auto-updating OpenGenes aging data with a queryable interface and AI-ready access for researchers.

📷 Capture video stills from an OpenCV-compatible webcam or other video source.

A cognitive reasoning tool that enables LLMs to engage in private, structured self-reflection and multi-step reasoning before generating responses, improving response quality and problem-solving capabilities.

A simple MCP server for the SO-ARM100 control

A modular external attack surface mapping tool integrating tools for automated reconnaissance and bug bounty workflows.

MCP PDF Tools Server enables LLMs to merge, extract pages, and search PDFs via MCP.

A Model Context Protocol (MCP) server that provides AI assistants with secure, read-only access to your ShadowGit repositories. This enables powerful debugging and code analysis capabilities by giving AI access to your project's fine-grained git history.

MCP-enabled AI conversation engine with MCTS analysis, FastAPI backend, and async operations for building advanced LLM applications

用于MCP 快速构建的模版，内含AI 提示词，可以通过AI IDE快速无代码构建一个MCP

Like-I-Said v2 - Advanced MCP Memory and Task Management for LLM's with AI Enhancement and React Dashboard

A Go library implementation of the Model Controller Protocol (MCP). This library allows developers to easily parse MCP service configurations, generate corresponding MCP clients, and integrate them as callable tools within LLM agent systems. Focuses on providing reusable Go packages for building MCP-enabled applications.

Security Threats related with MCP (Model Context Protocol), MCP Servers and more

This is the most comprehensive wordpress mcp server. Includes functionality to perform CRUD operations on Users, Blogs, Categories and much more. Get specialised stats as well.

MCP Server for Google Spreadsheet

Allows LLM agents to control a local chrome instance without taking screenshots