Developer Tools MCP Servers

Stock Analyzer

Analyzes stock market data, offering real-time quotes, historical trends, and technical indicators via an MCP server.

Swapi

Integrates Smithery with the SWAPI API to enable searching and listing Star Wars universe data.

Basic

Demonstrates Model Context Protocol (MCP) integration with FastAPI and Gradio for AI model interaction.

Weather Sample

Integrates weather API services with multiple AI models, demonstrating a complete Model Context Protocol (MCP) client-server architecture.

ClickHouse

Provides tools to interact with a ClickHouse database, including running queries and listing databases and tables.

OTRS

Integrates OTRS with the Model Context Protocol to enable AI assistants to manage tickets and configuration items.

Tigris

Connect AI agents to Tigris object storage for seamless bucket and object management.

LSP Bridge

Connects Language Server Protocol (LSP) servers to Model Context Protocol (MCP) clients, enabling AI coding assistants to interact with any LSP-compatible language server.

Voice

Enables real-time voice interactions with large language models, serving as a Model Context Protocol (MCP) server.

Gcore

Enables large language model assistants to interact with the Gcore Cloud API.

Pulumi

Enables interaction with the Pulumi infrastructure-as-code platform via an MCP (Model Context Protocol) server.

Nonead Universal Robots

Enables natural language interactive control of Universal Robots through an intelligent middleware system integrating large language models.

Server2MCP Spring Boot Starter

Integrates Model Control Protocol (MCP) services into Spring Boot web applications with minimal configuration.

Swift

Provides enterprise-grade analysis, architecture guidance, and performance optimization for Swift projects.

Agent System Statistics Example

Demonstrates an AI agent querying system CPU and memory statistics from a local server.

WebSearch

Enables Copilot Studio to utilize Google Search results via an MCP server built with the MCP SDK for C# and .NET.

Code Expert System

Simulate code reviews from expert personas using AI and a knowledge graph.

Mcp Framework

Extends Cursor IDE functionality with tools for interacting with large language models, including file processing and web content retrieval.

Gitlab Review

Enhances GitLab servers with merge request review comment posting functionality.

Aliyun Supabase

Connects AI assistants with Supabase projects deployed on Alibaba Cloud to enable management, configuration fetching, and data querying.