Security & Testing MCP Servers

Mock Data

Generates mock data for various application development and testing scenarios.

Mcpgen

Generates Model Context Protocol (MCP) servers from OpenAPI or GraphQL specifications, simplifying integration with AI systems.

Aws-securityhub

Facilitates interaction with the AWS Security Hub API using a Multi-Agent Conversation Protocol (MCP) server.

HubAPI Auth

Provides a Multi-Agent Conversation Protocol server for the HubAPI authentication API.

Amap Navigation

Enables interactive map navigation with real-time route planning and WebSocket communication for Amap (Gaode Maps) via a FastAPI and fastmcp-based interface.

Super Windows CLI

Provides unrestricted command-line access to Windows environments with SYSTEM-level privileges, enhancing the original Windows CLI server.

Advance Fraud Analyst

Analyzes transactions for fraud using advanced models, providing insights and risk scores to enhance investigation efficiency.

AI Agent

Provides a Model Context Protocol (MCP) server implementation to facilitate interactions between AI agents.

Palo Alto Device Server

Manages Palo Alto firewalls through their REST API, offering tools for system information retrieval, upgrades, content updates, and certificate management.

Jankins

Optimizes Jenkins interactions for AI coding assistants, providing token-aware formatting, smart log handling, and automated failure triage.

Smart Playwright Agent

Establishes a strict agentic protocol and memory system for Playwright, ensuring grounded verification, institutional memory, and architectural governance for test automation.

AI Training Data Quality

Assess AI training data quality, detect bias patterns, evaluate dataset provenance, and analyze data pipeline integrity for machine learning systems.

Aviation Safety Risk

Assesses critical aviation parameters including airline safety, maintenance compliance, route weather, sanctions, and airworthiness directives.

Georgian Law

Provides AI-readable access to a comprehensive database of 943 Georgian statutes for legal research and compliance.

Serbian Law

Provides an AI-readable, verified database of Serbian legislation for comprehensive legal research and compliance.

Web Reversing

Automates web application reconnaissance, JavaScript/WASM reversing, and vulnerability scanning.

Sidecar

Manages long-lived background processes for AI coding agents, exposing process lifecycle over stdio transport.

CodeGraph

Provides cross-language code intelligence and a semantic graph of codebases to enhance AI agents and developers with structured understanding.

A11y Tools

Provides a comprehensive suite of web accessibility analysis tools for AI agents, covering alt text, heading structure, color contrast, ARIA, and form compliance.

Marcus Rug Intel

Empowers AI agents with 19 tools for comprehensive crypto token risk analysis, rug pull detection, and AI forensics.