Deployment & DevOps MCP Servers

Vercel Integration

Integrates Vercel's REST API as tools within an MCP server, providing programmatic access to deployment management.

Railway

Enables management of Railway.app infrastructure, including deployments, variables, and services, through natural language using Model Context Protocol.

ServiceNow

Connects Claude to ServiceNow instances, enabling data retrieval and action execution through the ServiceNow API.

DataHub

Provides a Metadata Change Proposal (MCP) server implementation for data governance.

Superargs

Dynamically configure Model Context Protocol (MCP) server arguments at runtime.

Datadog

Enables interaction with the Datadog API using the Model Context Protocol for accessing monitoring data, dashboards, metrics, events, logs, and incidents.

Awesome MCP Best Practices

Provides a curated list of best practices for building Model Context Protocol (MCP) servers and clients.

Pyats

Enables structured interaction with network devices via STDIO using the JSON-RPC 2.0 protocol.

Heroku Platform

Enables large language models to interact with and manage Heroku Platform resources.

DigitalOcean

Exposes DigitalOcean App Platform functionality through standardized tools for MCP clients.

Yunxiao DevOps

Enables AI assistants to interact with the Alibaba Cloud Yunxiao DevOps platform.

Tailscale

Automates Tailscale network management and monitoring through a standardized Model Context Protocol interface.

MySQL

Empowers AI assistants to perform comprehensive and secure operations on MySQL databases, including CRUD, transaction management, and intelligent rollback.

Apache Spark History Server

Enables AI agents to analyze job performance, identify bottlenecks, and provide intelligent insights from Apache Spark History Server data.

QuantConnect

Enables AI agents to programmatically interact with the QuantConnect cloud platform for algorithmic trading tasks.

Nav2

Provides a Model Context Protocol (MCP) server to control and monitor Nav2 navigation operations for robots.

ROS 2

Connects AI agents and tools with ROS 2 nodes, topics, and services via the Model Context Protocol (MCP) over stdio.

Server Template

Provides a minimal FastMCP server template optimized for Render deployment with streamable HTTP transport.

Perforce P4

Exposes safe, structured read/write tools for Perforce P4 version control system assets like changelists, files, and workspaces via the Model Context Protocol.

LastSaaS

Provides a comprehensive, production-ready SaaS foundation in Go and React, featuring multi-tenancy, Stripe billing, white-label branding, and an AI-agent ready backend.