Deployment & DevOps MCP Servers

Okx

Facilitates decentralized exchange (DEX) trading on Solana and cross-chain bridge operations through a Server-Sent Events (SSE) based implementation.

FaceTron

Provides a high-performance face embedding server utilizing ONNX Runtime for scalable face recognition applications.

Adversarial Security Agents

Automates red team vs. blue team AI competitions to discover and patch vulnerabilities in open-source ecosystems using LLM-driven agents.

Vertica

Provides a Model Context Protocol (MCP) server for interacting with Vertica databases.

CTP

Provides a server component for the China Trading Platform (CTP).

Security Scanner

Automatically detects and suggests fixes for security vulnerabilities in code, including AI-generated code and Infrastructure as Code.

Flashduty Server

Integrates with Flashduty APIs to provide advanced incident management and automation capabilities via the Model Context Protocol (MCP).

NestJS Todo Playground

Provides a robust backend playground for building and experimenting with a Todo API using NestJS, MongoDB, and Redis, complete with authentication, DTO validation, and Docker support.

Ssh

Enables Large Language Models to connect to and utilize SSH servers through a Model Context Protocol (MCP) integration.

V0 Api

Interfaces with the v0 API through a Model Context Protocol (MCP) server.

Proxy

Optimizes large language model context window usage for tool execution by aggregating multiple servers.

PyTorch Lightning

Exposes PyTorch Lightning training and inspection functionalities through a structured, machine-readable interface.

Langtools

Orchestrates best-in-class language tools for multi-language code analysis and static checks across AI agents, LLMs, and automation workflows.

Ignition

Provides AI assistants with seamless integration to the Ignition SCADA/MES platform for automation, monitoring, and management.

AI Productivity Series: Requirement Engineering Vibes

Aids in optimizing requirement engineering workflows by leveraging AI-driven insights and innovative coding methodologies.

Forward

Provides an open-source server for interacting with Forward Networks' platform, enabling network data automation, analysis, and integration.

Kafka Integrations

Enables language models to interact with Apache Kafka and its ecosystem.

AWS Instances

Retrieves and lists running AWS EC2 instances for a specified region via the Model Context Protocol.

Cloud Services

Empower AI assistants to manage, monitor, and secure cloud resources across AWS, Azure, and GCP through the Model Context Protocol.

Coverity Connect

Provides a Model Context Protocol server for integrating AI assistants with Black Duck Coverity Connect static analysis.