Deployment & DevOps MCP Servers

Higress

5,904

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

AI Companion App

5,853

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

Serge

5,735

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

Xiaozhi ESP32

5,596

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

AWS

4,680

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

Pezzo

2,973

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

Cloudflare

2,722

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

Container Use

2,433

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

Dev Container CLI

1,992

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

Sourcebot

1,987

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

Supergateway

1,804

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

Unla

1,429

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

AutoPR

1,338

Automates AI-powered workflows directly within your codebase.

Mcp Proxy

1,320

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

Installer

1,305

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

Gateway

1,196

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

Grafana

1,162

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

Grafbase

1,148

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

Langcorn

930

Serves LangChain LLM applications and agents as robust FastAPI-powered API endpoints.

Mcphub

900

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