Security & Testing MCP Servers

Anava

Connects AI assistants with Anava-enabled Axis security cameras for real-time image analysis and event monitoring.

AI Vision

Provides AI-powered visual analysis capabilities for web applications using the Gemini Vision API.

Xray

Integrates the powerful xray vulnerability scanner into ModelScope's Model Context Protocol for comprehensive security assessments.

Vault

Provides a hobbyist-level MCP server for Vault using Python.

MCP

Ensures consistent data standardization across project variables, database structures, and file organizations to prevent naming conflicts.

Descope

Enables interaction with Descope's Management APIs to search and retrieve project information.

Custom Login

Establishes automated login functionality for local web applications using predefined credentials via the Model Context Protocol.

Math

Provides a secure Model Context Protocol server for evaluating mathematical expressions with robust grammar validation and comprehensive safety features.

Any-API Server

Adapt any HTTP API into a Model Context Protocol (MCP) toolset for AI agent interaction.

SecOps

Provides a standardized Model Context Protocol (MCP) server for unified access to over a dozen security and penetration testing tools, designed for seamless integration with automation platforms like n8n.

Test Repo 1

Validates GitLab MCP server installations.

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.

OpenAccess

Provides secure, policy-driven access to remote systems for SSH, SFTP, rsync, tunneling, VPNs, and RDP operations.

CommitCard Core

Powers a living, data-driven resume for developers by handling orchestration, API exposure, authentication, and agent integration.

Akab

Provides a production-grade A/B testing framework with three levels of scientific rigor for comparing large language model (LLM) outputs.

OnSecurity

Enables Claude to query rounds, findings, prerequisites, and notifications from the OnSecurity API.

Filesystem

Provides secure, relative filesystem access for AI agents.

Learn

Provides a hands-on sandbox for learning and testing the Model Context Protocol (MCP).

Web Proxy

Monitors and analyzes HTTP/HTTPS traffic with automated browser setup, leveraging Model Context Protocol for enhanced control.

Service Health

Enables AI assistants to monitor web services, APIs, and HTTP endpoints with enterprise-level security.