spring-boot-ai-cloudflare-r2-mcp-server

Figma-Context-MCP

4.4

by GLips

Framelink Figma MCP Server allows AI-powered coding tools to access Figma design data, enhancing design implementation accuracy.

dev-mcp

4.3

by Shopify

This project implements a Model Context Protocol (MCP) server that interacts with Shopify Dev, supporting various tools to interact with different Shopify APIs.

mcp-n8n-workflow-builder

4.2

by salacoste

The n8n Workflow Builder MCP Server is designed to manage n8n workflows using the Model Context Protocol, allowing seamless integration with Claude AI and Cursor IDE.

mcp-server

3.9

by keboola

Keboola MCP Server connects AI agents and MCP clients to Keboola, enabling data access and transformations without glue code.

google-docs-mcp-server

3.8

by lkm1developer

A powerful Model Context Protocol (MCP) server implementation for seamless Google Docs API integration, enabling AI assistants to create, read, update, and manage Google Docs.

azure-mcp

3.8

by Azure

The Azure MCP Server implements the MCP specification to create a seamless connection between AI agents and Azure services.

HubSpot

3.7

by PipedreamHQ

Pipedream MCP Server is a reference implementation that allows you to run your own MCP server for over 2,500 apps and APIs, powered by Pipedream Connect.

mcp-server-kubernetes

3.7

by Flux159

MCP Server that can connect to a Kubernetes cluster and manage it.

k8m

3.7

by weibaohui

K8M is an AI-driven lightweight Kubernetes dashboard designed to simplify cluster management.

MCP Component Server

3.7

by baidubce

The MCP Component Server is a FastMCP server-based implementation that converts AppBuilder Components into FastMCP tools, enabling seamless integration of Baidu cloud AI services into MCP-compatible environments.

cos-mcp

3.7

by Tencent

Tencent Cloud COS MCP Server allows large models to quickly access Tencent Cloud Storage (COS) and Data Processing (CI) capabilities without coding.

mem0-mcp

3.7

by mem0ai

This demonstrates a structured approach for using an MCP server with mem0 to manage coding preferences efficiently.

kubernetes-mcp-server

3.7

by manusa

Kubernetes MCP Server is a powerful and flexible Model Context Protocol server implementation for Kubernetes and OpenShift, enabling operations on various resources without external dependencies.

cloud-run-mcp

3.7

by GoogleCloudPlatform

This is the repository of an MCP server to deploy code to Cloud Run, enabling MCP-compatible AI agents to deploy apps to Cloud Run.

mcp-server-azure-devops

3.7

by Tiberriver256

A Model Context Protocol (MCP) server implementation for Azure DevOps, allowing AI assistants to interact with Azure DevOps APIs through a standardized protocol.

FluxCD MCP Server

3.6

by controlplaneio-fluxcd

The Flux MCP Server connects AI assistants directly to Kubernetes clusters running Flux Operator, enabling GitOps analysis and troubleshooting through natural language.

code-sandbox-mcp

3.6

by Automata-Labs-team

A secure sandbox environment for executing code within Docker containers. This MCP server provides AI applications with a safe and isolated environment for running code while maintaining security through containerization.

aws-mcp

3.6

by RafalWilinski

AWS MCP is a Model Context Protocol server that allows AI assistants to interact with AWS environments using natural language.

12306-mcp

3.6

by Joooook

A 12306 ticket search server based on the Model Context Protocol (MCP). The server provides a simple API interface that allows users to search for 12306 tickets.

dify-mcp-server

3.6

by YanxingLiu

A simple implementation of an MCP server for using Dify, enabling the invocation of Dify workflows by calling MCP tools.

emcee

3.6

by loopwork

emcee is a tool that provides a Model Context Protocol (MCP) server for any web application with an OpenAPI specification.

base-mcp

3.6

by base

A Model Context Protocol (MCP) server that provides onchain tools for AI applications like Claude Desktop and Cursor, allowing them to interact with the Base Network and Coinbase API.

argocd-mcp

3.6

by akuity

Argo CD MCP Server is an implementation of the Model Context Protocol server for Argo CD, enabling AI assistants to interact with Argo CD applications through natural language.

mcp-server-splunk

3.6

by jkosik

A Go implementation of the MCP server for Splunk, supporting STDIO and SSE (Server-Sent Events HTTP API) using the github.com/mark3labs/mcp-go SDK.

Lambda-MCP-Server

3.6

by mikegc-aws

This project demonstrates a serverless MCP server using AWS Lambda, showcasing streamable HTTP support and integration with Amazon Bedrock.

lokka

3.6

by merill

Lokka is a model-context-protocol server designed for interacting with Microsoft Graph and Azure RM APIs, enabling AI-driven management of Azure and Microsoft 365 tenants.

llamacloud-mcp

3.6

by run-llama

This repository demonstrates how to create an MCP server using LlamaCloud and how to use LlamaIndex as an MCP client.