python-demo-mcp-server

terraform-mcp-server

4.5

by hashicorp

The Terraform MCP Server is a Model Context Protocol server that integrates with Terraform Registry APIs for advanced automation in Infrastructure as Code development.

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.

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.

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.

mkp

3.8

by StacklokLabs

MKP is a Model Context Protocol (MCP) server for Kubernetes that allows LLM-powered applications to interact with Kubernetes clusters.

Nx MCP Server

3.8

by nrwl

A Model Context Protocol server implementation for Nx, providing LLMs with deep access to monorepo structures.

mcp-grafana

3.8

by grafana

A Model Context Protocol (MCP) server for Grafana providing access to your Grafana instance and its ecosystem.

mcp-atlassian

3.8

by sooperset

Model Context Protocol (MCP) server for Atlassian products (Confluence and Jira). This integration supports both Confluence & Jira Cloud and Server/Data Center deployments.

Aspire.MCP.Sample

3.8

by elbruno

Sample MCP Server and MCP client using Aspire.

mcp-server-kubernetes

3.7

by Flux159

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

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.

mcp-sse

3.7

by sidharthrajaram

This document describes an SSE-based MCP server and client setup for weather data retrieval using the Model Context Protocol.

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.

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.

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.

mem0-mcp

3.7

by mem0ai

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

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.

mcp-google-sheets

3.6

by xing5

mcp-google-sheets is a Python-based MCP server that connects MCP-compatible clients to Google Sheets API for automation and data manipulation.

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.

tfmcp

3.6

by nwiizo

tfmcp is a command-line tool that facilitates interaction with Terraform using the Model Context Protocol (MCP), enabling LLMs to manage Terraform environments.

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.

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.

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.

xperience-community-mcp-server

3.6

by seangwright

Xperience Community MCP Server is a .NET-based MCP Server tailored for Xperience by Kentico projects, enhancing AI agent capabilities.

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.

kom

3.6

by weibaohui

`kom` is a tool for Kubernetes operations, providing SDK-level encapsulation of kubectl and client-go.