iceberg-mcp

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.

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.

edgeone-pages-mcp

4.2

by TencentEdgeOne

An MCP service for deploying HTML content, folder, and zip file to EdgeOne Pages and obtaining a publicly accessible URL.

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.

Nx MCP Server

3.8

by nrwl

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

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.

hyper-mcp

3.7

by tuananh

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

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.

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.

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.

mem0-mcp

3.7

by mem0ai

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

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.

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.

codehooks-mcp-server

3.6

by RestDB

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

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.

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.

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.

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.

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.

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.