Deployment & DevOps MCP Servers

Trigger.dev

12,273

Facilitates building and deploying fully-managed AI agents and long-running workflows with built-in durability and observability.

Claude-Flow

7,724

Orchestrates intelligent multi-agent swarms and autonomous workflows to build advanced AI systems.

OpenMetadata

7,520

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

Xiaozhi ESP32

6,652

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

Higress

6,384

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

AWS

6,318

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

AI Companion App

5,884

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

Serge

5,751

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

Pezzo

3,063

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

Container Use

3,019

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

Cloudflare

2,942

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

Sourcebot

2,576

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

Dev Container CLI

2,094

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

Supergateway

2,049

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

Unla

1,731

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

Mcp Proxy

1,701

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

Grafana

1,568

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

UltraRAG

1,548

Accelerate the development and research of complex Retrieval-Augmented Generation (RAG) systems with a low-code, modular framework.

Installer

1,409

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

AutoPR

1,346

Automates AI-powered workflows directly within your codebase.