mcp-python-tutorial

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.

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.

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.

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.

notion-mcp-server

3.7

by makenotion

This project implements an MCP server for the Notion API, allowing integration with LLMs.

qgis_mcp

3.7

by jjsantos01

QGISMCP connects QGIS to Claude AI through the Model Context Protocol, enabling direct interaction and control over QGIS.

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.

chroma-mcp

3.7

by chroma-core

Chroma MCP Server is an open-source embedding database server that facilitates the integration of LLM applications with external data sources using the Model Context Protocol.

mcp-gsuite

3.7

by MarkusPfundstein

MCP server to interact with Google products, specifically Gmail and Calendar.

mem0-mcp

3.7

by mem0ai

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

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.

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.

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.

mcp-k8s-go

3.6

by strowk

Golang-based MCP server connecting to Kubernetes, providing a range of functionalities to interact with Kubernetes resources.

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.

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.

mcp

3.6

by mondaycom

monday.com MCP is an open framework for integrating AI agents with monday.com, providing secure access to structured data and tools for smart decision-making.

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.

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.

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.

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.

api200

3.6

by API-200

API 200 is an open-source platform designed to streamline the integration and management of third-party APIs, offering features like auto-generated code, authentication, caching, and error handling.

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.

kom

3.6

by weibaohui

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

aws-cost-explorer-mcp-server

3.6

by aarora79

An MCP server for accessing AWS spend data via Cost Explorer and Amazon Bedrock usage data through Model Invocation Logs in Amazon CloudWatch.