Deployment & DevOps MCP Servers

OpenMetadata

7,427

Unifies metadata for data discovery, observability, and governance through a central repository, in-depth column-level lineage, and seamless team collaboration.

Xiaozhi ESP32

6,462

Provides a backend service for ESP32 devices, enabling rapid deployment of custom intelligent control servers.

Higress

6,304

Provides an AI-native API gateway for cloud-native applications, extending Envoy and Istio with Wasm plugins.

AWS

6,155

Bring AWS best practices directly into development workflows with a suite of specialized Model Context Protocol (MCP) servers.

AI Companion App

5,880

Create and host AI companions with personalized personalities and conversational memory, accessible via browser or SMS.

Serge

5,752

Provides a self-hosted web interface and API for interacting with large language models via llama.cpp.

Pezzo

3,042

Provides an open-source, cloud-native LLMOps platform for designing, deploying, observing, and managing AI applications.

Container Use

2,940

Provides containerized development environments, enabling multiple coding agents to work safely and independently with diverse tech stacks.

Cloudflare

2,910

Manages Cloudflare resources using natural language commands via the Model Context Protocol (MCP).

Sourcebot

2,544

Index and search code across multiple repositories and branches from various code hosting platforms.

Dev Container CLI

2,067

Create and configure development containers from devcontainer.json files, providing isolated development environments.

Supergateway

2,007

Exposes MCP stdio-based servers over SSE or WebSockets, enabling remote access and integration.

Unla

1,692

Transforms existing API servers and services into Model Context Protocol (MCP) compliant endpoints with zero code changes.

Mcp Proxy

1,605

Facilitates communication between MCP clients and servers by bridging different transport protocols like stdio and SSE.

Grafana

1,485

Provides a Model Context Protocol (MCP) server for accessing and interacting with Grafana instances and their surrounding ecosystem.

Installer

1,389

Install other MCP servers via Claude by specifying their npm or PyPi package names or local paths.

AutoPR

1,345

Automates AI-powered workflows directly within your codebase.

Gateway

1,196

Converts existing RESTful and gRPC services into MCP-Server compatible services without infrastructure changes.

Mcphub

1,162

Consolidates multiple MCP servers into a single SSE endpoint for streamlined service management.

Grafbase

1,162

Compose data sources into a unified graph using this GraphQL Federation platform.