QGIS
Enables AI systems to perform complex GIS operations in QGIS through a socket-based architecture that exposes geospatial capabilities like adding layers…
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Perseus
# Perseus™ 🪞 — One command. Zero orientation. [](https://smithery.ai/servers/Perseus-C…
Tianji Thinking Models
# "Tianji" — Thinking Models MCP Server  [](https://www.typescr…
MCP Server Collection
# MCP Server Collection A collection of Model Context Protocol (MCP) servers designed to integrate various services and APIs with AI assistants. This project…
JupiterOne MCP Server
# JupiterOne MCP Server A Model Context Protocol (MCP) server that provides access to JupiterOne tools. This server enables AI assistants and other MCP clients…
Weik.io Integration Expert: MCP Server
MCP server for the Apache Camel based Weik.io Integration Platform
Context Pipe
# ⛓️ Context-Pipe **The Universal Standard for Context Engineering.** [](htt…
Spark MCP (Model Context Protocol) Optimizer
# Spark MCP (Model Context Protocol) Optimizer This project implements a Model Context Protocol (MCP) server and client for optimizing Apache Spark code. The…
Amadeus MCP Server
# Amadeus MCP Server This is a Model Context Protocol (MCP) server that connects to the Amadeus API to provide flight search, booking, and analysis…
Model Context Protocol servers
# Model Context Protocol servers This repository is a collection of *reference implementations* for the [Model Context…
Mage.ai MCP Integration
# Mage.ai MCP Integration A comprehensive Model Context Protocol (MCP) integration for [Mage.ai](https://mage.ai/), allowing AI assistants like Anthropic's…
Sonarr MCP Server
# Sonarr MCP Server [](https://github.com/Jacques-Mu…
Waiaas
# WAIaaS **Wallet-as-a-Service for AI Agents** [](https://www.npmjs.com/package/@waiaas/core)…
Calculator SSE
# 🧮 Step by step Implementation of MCP Server and Integration into Microsoft Copilot Studio and Github Copilot Agent This is a demo Node.js + TypeScript MCP…
Notion ReadOnly MCP Server
# Notion ReadOnly MCP Server This project implements an optimized read-only MCP server for the Notion API, focusing on performance and efficiency for AI…
SkySQL MCP Integration
# SkySQL MCP Integration This project provides a REST API interface for managing SkySQL databases, with integration capabilities for GitHub and Smithery.ai. ##…
Wojtyniak MCP
# MCP-MCP: Meta-MCP Server [
Square Model Context Protocol Server (Beta)
# Square Model Context Protocol Server (Beta) This project follows the [Model Context Protocol](https://modelcontextprotocol.com/) standard, allowing AI…
Swell MCP
# Swell MCP Server A Model Context Protocol server that integrates AI assistants with Swell's e-commerce platform. Built on a production-ready TypeScript…
Spring AI integration with MCP (Model Context Protocol)
Spring AI MCP extends the MCP Java SDK with Spring Boot integration, providing both client and server starters. It enables AI models to interact with external…
S3 YAML MCP Server
# S3 YAML MCP Server A Model Context Protocol (MCP) server that connects to AWS S3 to provide access to YAML files containing Swagger/OpenAPI documentation…
Frontegg MCP Server
<div align="center"> # Frontegg MCP Server ### 96 tools — mobile-SDK audit/fix (47) + Frontegg Management API (49)…
MCP Servers for Developers
**English** | [中文](https://github.com/theriseunion/awesome-mcp-servers/blob/main/README_cn.md) # MCP Servers for Developers ## Introduction This document…
Simple Model Context Protocol MCP
This is a minimal demonstration project for the Model Context Protocol (MCP) — a simple standard for exchanging model context between clients and servers. It…