Deployment & DevOps MCP Servers

Mc8yp

Integrates Cumulocity IoT platform data with AI agents, enabling AI-powered device management, data analysis, and operational insights.

Kali Pentest

Provides secure access to Kali Linux web penetration testing tools for AI assistants in a controlled Docker environment.

Kali Pentest

Automate comprehensive penetration testing with an AI-powered framework leveraging LM Studio for autonomous decision-making.

Docker Deployer

Integrates AI assistants with Docker infrastructure, enabling large language models to safely and efficiently perform container operations.

GitHub

Establishes a secure connection between GitHub and VS Code through a Dockerized Model Context Protocol (MCP) server.

IMAP Adapter

Connects to IMAP servers to integrate email functionality with MCP systems.

AIDomesticCoreAIJ

Establishes a foundational AI kernel to serve as the execution, reasoning, orchestration, and governance core for domestic, enterprise, and sovereign AI systems.

SynapseAudit

Secures code across the entire Software Development Life Cycle (SDLC) using a combination of static analysis, dynamic analysis, and agentic AI to deliver accurate security insights.

AFL++

Provides an agent-friendly API for managing and orchestrating AFL++ fuzzing campaigns and security testing workflows.

MinIO

Manages MinIO object storage services with comprehensive features for bucket, object, and permission control, designed for interaction via AI assistants and programmatic access.

Meraki

Provides dynamic access to the Meraki Dashboard API, enabling comprehensive network management, security auditing, and compliance checks.

Sharp

Generates interactive 3D scenes from a single 2D image in less than a second.

Atlassian

Provides a Model Context Protocol server to interact with Atlassian Jira, Confluence, and Bitbucket instances, supporting both Cloud and Data Center deployments.

AI Naming Standard

Establishes a revolutionary AI-driven naming convention that encodes complete file context into filenames, facilitating autonomous AI code generation and human-AI collaboration.

MiniMind

Deploys the MiniMind Large Language Model as an all-in-one Docker solution, offering a web UI, an OpenAI-compatible API, and Model Context Protocol (MCP) support.

Fabric

Provides an all-in-one Docker deployment for the Fabric AI augmentation framework, offering a web UI, REST API, and MCP server.

Nushell

Provides AI agents with a streamlined Nushell environment, offering comprehensive system interaction, structured data handling, and background task management through a minimal set of powerful tools.

Dotnet Dump

Enables AI agents to perform in-depth analysis of .NET memory dumps, inspecting heaps, threads, and exceptions using natural language.

AI-Driven Multimodal Analytics

Orchestrates enterprise-grade multimodal AI pipelines using FastAPI and OpenAI's GPT-4o, Whisper, and TTS for advanced analytics and real-time processing.

Demo

Demonstrates a Model Context Protocol (MCP) server using `stdio` transport.