Deployment & DevOps MCP 服务器

Tavily Load Balancer

45

Manages and load-balances multiple Tavily API keys to enhance availability and increase request throughput for Tavily services.

HMR

45

Enables real-time hot module reloading for Python applications, reactively triggering side effects gracefully without full restarts.

Kubernetes

45

Provides safe, read-only access to Kubernetes cluster resources for debugging and inspection via a Model Context Protocol server.

MCPcat

45

Captures user intentions and behavior patterns to provide analytics for server owners.

Metoro

45

Enables interaction with Kubernetes clusters via the Claude Desktop App by exposing Metoro APIs to LLMs.

Remote Functions

44

Deploys a custom remote server to the cloud using Azure Functions for use with the Model Context Protocol (MCP).

Proxmox Plus

43

Enhances Proxmox virtualization management with complete OpenAPI integration and advanced VM lifecycle control.

Hummingbot

43

Enables Claude and Gemini CLI to interact with Hummingbot for automated cryptocurrency trading across multiple exchanges.

Secure MCP Gateway

43

Authenticates and manages requests between an MCP client and MCP servers, enforcing guardrails and providing caching.

Databricks

42

Enables LLMs to interact with Databricks clusters, jobs, notebooks, and more via the Model Completion Protocol (MCP).

Buildkite

42

Exposes Buildkite pipeline, build, and job information to tools like Claude Desktop and GitHub Copilot.

Nomad Go

41

Connects to Nomad to provide a Model Context Protocol (MCP) server.

Kafka

41

Enables LLM models to interact with Apache Kafka through the Model Context Protocol (MCP).

DeployStack

41

Simplifies the deployment of Model Context Protocol (MCP) servers by providing a purpose-built CI/CD platform.

Airflow API

41

Integrates Apache Airflow API to provide comprehensive tools for cluster management, monitoring, and operations via Model Context Protocol.

Just

41

Integrates the Just command runner with AI assistants, enabling discovery, execution, and introspection of Justfile recipes via the Model Context Protocol.

Honeycomb

41

Enables Honeycomb Enterprise customers to query and analyze their observability data, alerts, dashboards, and cross-reference production behavior with codebase using LLMs.

Netbird

41

Provides contextual information about a Netbird network to applications supporting the Model Context Protocol (MCP).

ZenML

40

Connects an MCP client, such as Cursor or Claude Desktop, with ZenML MLOps and LLMOps pipelines.

End-to-End Agentic AI Automation Lab

40

Explore real-world projects and advanced implementations of agentic AI systems, multi-agent frameworks, RAG pipelines, and AI workflow automation.