Scan your connected services for vulnerabilities and malicious code. Monitor runtime behavior with real-time alerts to stop threats before they spread. Get clear remediation guidance and an auditable trail to harden your setup.

MCP server for GDB debugging functionality

MCP Generate Unit Testing Server An intelligent Model Context Protocol (MCP) server that automatically generates comprehensive unit tests for Angular, React, and Next.js projects using Jest, Karma/Jasmine, or other testing frameworks. Features 🔍 Automatic Project Detection - Detects Angular, React, or Next.js projects and their versions 📦 Framework Management - Checks for testing frameworks and offers automated installation 📚 Live Documentation Fetching - Retrieves latest Jest and Jasmine documentation before generating tests 🤖 LLM-Powered Generation - Uses Claude Sonnet 4.5+ for intelligent test generation 🎯 High Coverage Target - Generates tests targeting >85% code coverage ✅ All Public Methods - Creates tests for all exported functions and public class methods 🔄 Side-by-Side Validation - Displays source and test code for easy review 🛠️ Multiple Frameworks - Supports Jest, Karma/Jasmine, and Vitest

MCP server for Git operations

Git commit audit tool using MCP server

MCP server for AI image generation

A Kubernetes MCP (Model Control Protocol) server that enables interaction with Kubernetes clusters through MCP tools.

Local RAG MCP Server - Easy-to-setup document search with minimal configuration

A Model Context Protocol (MCP) client library and debugging toolkit in Rust. This foundation provides both a production-ready SDK for building MCP integrations and the core architecture for an interactive debugger.

MCP server for Alexandria — 171 expert AI agents across 22 teams, accessible from Claude Desktop and Claude Code

MCP server for Amon Hen — project-scoped advisory in Claude Code

MCP server for Python code analysis with RUFF linting and VULTURE dead code detection

MCP server for Android device automation via ADB

🧑🏻‍💻 MCP Server for @antvis visualization development, which provides documentation context and examples for visualization developers.

MCP Server Baidu Digital Human

MCP Code Assist Server

A Model Context Protocol (MCP) server that provides precise code extraction tools using tree-sitter parsing

Code Runner MCP Server

MCP server for executing Python code on Google Colab GPU runtimes (T4/L4)

MCP server for personal/team knowledge repositories backed by Git (like context7 for your own docs)

A powerful Model Context Protocol (MCP) server that creates other MCP servers! This meta-server provides tools for dynamically generating FastMCP server configurations and Python code.

MCP server for Decoder - static call graph analysis for Python

CLI toolkit for MCP servers — create, test, publish and manage Model Context Protocol servers

Scaffold, test, and publish Model Context Protocol (MCP) servers in seconds