Deployment & DevOps MCP Servers

Git Auto Commit

Automatically commits Git changes and generates commit messages using conventional commits format.

Pinner

Pins third-party dependencies to immutable digests using the Model Context Protocol.

DefectDojo

Connects LLMs to DefectDojo, enabling AI-powered security workflows through a Model Context Protocol server.

GitLab Zed Extension

Integrates a Model Context Protocol (MCP) server for GitLab within the Zed editor.

SonarQube Metrics

Retrieves SonarQube project quality metrics programmatically via the FastMCP framework.

KubeSphere

Integrates with KubeSphere APIs to enable resource retrieval.

Lambda SAM

Implements a Model Context Protocol (MCP) server using AWS Lambda and SAM for serverless operation.

Agentic CI/CD

Automates GitLab CI/CD workflows using an AI-powered multi-agent system that interprets natural language commands.

Coroot

Integrates the Coroot observability platform, enabling AI agents and MCP clients to access monitoring, troubleshooting, and configuration capabilities.

Jenkins

Provides a robust interface to manage Jenkins CI/CD servers, enabling job triggering, build status checks, and detailed instance monitoring.

Frappe

Provides a robust Python implementation for programmatic interaction with Frappe Framework, offering comprehensive API coverage, advanced filtering, and a custom filter language to overcome JSON validation limits.

DeployHQ

Enables AI assistants like Claude Desktop and Claude Code to interact with DeployHQ deployments and access critical deployment information.

PackageFlow

Manage `package.json` projects with an AI-driven desktop hub, consolidating scripts, Git, workflows, deploys, and security audits into one-click actions.

Kubernetes

Exposes Kubernetes resources as structured tools, enabling AI agents to interact with a Kubernetes cluster.

Hookaido

Provides robust, Caddy-style webhook infrastructure to receive, queue, and process webhooks with advanced delivery, security, and observability features.

ShellGuard

Empowers LLM agents with secure, read-only bash access to remote servers over SSH.

OpenAPI Proxy

Transforms any OpenAPI/Swagger-described HTTP API into an MCP server, generating a distinct MCP tool for each endpoint.

MAT

Provides a headless server for programmatic execution of Eclipse Memory Analyzer Tool (MAT) commands and OQL queries.

Agent Tool

Provides a comprehensive suite of encoding-aware development tools, process management, and remote access capabilities for AI coding agents.

DeepPlan

Transforms shallow AI coding plans into expert-level architecture blueprints through a council of specialized AI architects.