sonar-mcp-server

firecrawl-mcp-server

4.7

by mendableai

Firecrawl MCP Server is a Model Context Protocol server implementation that integrates with Firecrawl for web scraping capabilities.

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.

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.

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.

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.

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.

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.

hyper-mcp

3.7

by tuananh

hyper-mcp is a fast, secure MCP server that extends its capabilities through WebAssembly plugins.

notion-mcp-server

3.7

by makenotion

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

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.

qgis_mcp

3.7

by jjsantos01

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

k8m

3.7

by weibaohui

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

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-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.

win-cli-mcp-server

3.6

by SimonB97

MCP server for secure command-line interactions on Windows systems, enabling controlled access to PowerShell, CMD, Git Bash shells, and remote systems via SSH.

ocireg-mcp

3.6

by StacklokLabs

An MCP server that provides tools for querying OCI registries and image references.

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.

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.

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.

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.

uber-eats-mcp-server

3.6

by ericzakariasson

This is a POC of how you can build an MCP server on top of Uber Eats.

mcp-omnisearch

3.6

by spences10

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

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.