"Understanding Unrestricted Model Abilities" matching MCP servers:

A zero-dependency Node.js playground for debugging how MCP clients authenticate to an MCP server over HTTP.

IMCP - Insecure Model Context Protocol The DVWA for AI Security! Welcome to IMCP – a deliberately vulnerable framework that exposes 16 critical security weaknesses in AI/ML systems. Whether you're a security researcher, developer, or educator, IMCP is your playground for hands-on learning about real

Provides real-time content safety protection for large language models by detecting and preventing risks in both input and output content across multiple dimensions including compliance, ethics, and security.

Implements a secure message communication protocol for handling exchanges between the banking chatbot and Azure OpenAI, providing message queuing, reliability, and detailed logging.

A Model Context Protocol server that provides tools to manage Keycloak users and realms, allowing you to create and delete users, list available realms, and view users in specific realms.

An educational project that deliberately implements vulnerable MCP servers to demonstrate various security risks like prompt injection, tool poisoning, and code execution for training security researchers and AI safety professionals.

Enables AI agents to securely manage decentralized identities, verifiable credentials, and trust registries on the Cheqd network via the Model Context Protocol.

Enables AI assistants to interact with Fleet Device Management for device management, security monitoring, and compliance enforcement through the Model Context Protocol.

The Wireshark for the Model Context Protocol (Reticle) intercepts, visualises, and profiles MCP JSON-RPC traffic in real time — designed for microsecond-level overhead.

A security-first MCP (Model Context Protocol) backend built with Node.js and Express, featuring hardening, rate limiting, structured logging, and Docker support.

A Model Context Protocol server that enables programmatic interaction with Cisco Identity Services Engine APIs through standardized, discoverable tools.

Model-agnostic cybersecurity MCP server for CMMC 2.0 compliance workflows with air-gapped Ollama mode.

A collection of MCP servers for Kali Linux that empower AI Agents in reverse engineering and security testing, providing network analysis, target sniffing, traffic analysis, binary understanding, and automation capabilities.

Enables compatible coding agents to inspect a Next.js project, plan and set up Google or GitHub OAuth providers, import credentials, and verify the resulting redirect through typed tools instead of unrestricted shell commands. It keeps secrets redacted and confines project mutations to the inspected application root.

Enterprise security gateway, deterministic policy engine, and passive vulnerability scanner for Model Context Protocol.

Provides tools for managing Netskope infrastructure, policies, and steering configurations via the Model Context Protocol.

A Model Context Protocol (MCP) server for MongoDB operations, enabling AI assistants to interact with MongoDB databases through a standardized interface.

Enables AI agents to drive OWASP ZAP vulnerability scanning via the Model Context Protocol.

A demonstration tool that showcases potential security attack vectors against Model Control Protocol, illustrating how malicious plugins can exploit weaknesses in MCP architecture.

Governed MCP server for bank-grade agent tool access with RBAC, PII redaction, rate limiting, and audit logging.