okctl-mcp-server

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-server

3.9

by keboola

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

mcp-grafana

3.8

by grafana

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

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.

Aspire.MCP.Sample

3.8

by elbruno

Sample MCP Server and MCP client using Aspire.

Notte Browser

3.7

by nottelabs

The Notte MCP Server is a Model Context Protocol server designed to manage sessions, run agents, and perform actions such as observing, scraping, and authenticating within the agentic ecosystem.

mcp-server-kubernetes

3.7

by Flux159

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

mcp-jetbrains

3.7

by JetBrains

The JetBrains MCP Proxy Server facilitates communication between client applications and JetBrains IDEs by acting as a proxy server.

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.

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-gsuite

3.7

by MarkusPfundstein

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

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-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.

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.

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.

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

3.6

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.

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-k8s-go

3.6

by strowk

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

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.

figma-mcp-server

3.6

by TimHolden

A Model Context Protocol (MCP) server that provides integration with Figma's API through Claude and other MCP-compatible clients.

mcp-omnisearch

3.6

by spences10

A Model Context Protocol (MCP) server that provides unified access to multiple search providers and AI tools.

kom

3.6

by weibaohui

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

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.