iceberg-mcp

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.

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.

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.

supabase-mcp-server

3.7

by alexander-zuev

Query MCP is an open-source MCP server that lets your IDE safely run SQL, manage schema changes, call the Supabase Management API, and use Auth Admin SDK — all with built-in safety controls.

graphlit-mcp-server

3.7

by graphlit

The Model Context Protocol (MCP) Server for the Graphlit Platform facilitates integration between MCP clients and the Graphlit service, enabling seamless ingestion, search, and retrieval of knowledge across various platforms.

enrichmcp

3.7

by featureform

MCPEngine is a production-grade, HTTP-first implementation of the Model Context Protocol (MCP), providing a secure, scalable, and modern framework for exposing data, tools, and prompts to Large Language Models (LLMs) via MCP.

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.

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.

mcp-gsuite

3.7

by MarkusPfundstein

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

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-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.

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.

cloud-run-mcp

3.6

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.

codehooks-mcp-server

3.6

by RestDB

This MCP server provides tools for interacting with codehooks.io projects through AI agents like Claude.

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.

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.

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.

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.

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.

kom

3.6

by weibaohui

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