Deployment & DevOps MCP Servers

Django Migrations

Manages Django migrations in distributed environments by wrapping migration commands as Model Context Protocol (MCP) endpoints.

Mysql

Provides an MCP server for interacting with MySQL databases using read-only and test-execute queries.

Git

Provides Git operations through a standardized interface for AI assistants.

Loki

Queries Grafana Loki logs using the Model Context Protocol.

Adls2

Enables interaction with Azure Data Lake Storage Gen2 through the Model Context Protocol.

Workers AI

Facilitates the integration of Model Context Protocol (MCP) server tools within Cloudflare Workers.

Powerpipe

Connect AI assistants to infrastructure compliance data, enabling natural language exploration and analysis of cloud security posture.

GitLab Integration

Integrates with GitLab to provide RESTful API tools for managing users, projects, merge requests, and more.

Azure DevOps

Enables management of Azure DevOps projects and repository operations through an API.

Scrapli

Enables programmatic interaction with network devices using scrapli within an MCP server environment.

Kube Operator

Exposes microservice APIs as MCP services within Kubernetes using a dedicated operator and sidecar.

Gremlin

Provides an interface to Gremlin's reliability management APIs, enabling comprehensive reliability testing, monitoring, and reporting.

Docker Container Environment

Enables AI assistants to execute shell commands and perform file operations within isolated Docker containers.

Web Audit

Audits frontend project dependencies for security vulnerabilities, generating detailed reports and remediation suggestions for both local and remote repositories.

Commvault

Integrates AI agents with Commvault environments to manage job details, commcell metrics, client and storage information, user permissions, plan configurations, and backup schedules.

Nexus Dashboard

Enables AI agents like Claude to interact with Cisco Nexus Dashboard APIs for intelligent network automation and management.

Coroot

Exposes Coroot incidents and health summaries as read-only tools for AI assistants through a Model Context Protocol (MCP) server.

Nexus Prime

Operates as a cognitive operating system for multi-agent swarms, providing permanent memory, mathematically optimized context limits, safety guardrails, and massively parallel execution.

Namecheap

Manages Namecheap domains and DNS records from AI assistants using the Model Context Protocol.

Kali Linux

Connects Large Language Models natively to a comprehensive suite of offensive security tools.