Developer Tools MCP Servers

Gemini CLI Orchestrator

Empowers AI agents and power users to conduct in-depth codebase analysis and execute context-heavy tasks with Google Gemini.

Go-Llm

Implements a simple API interface for large language models, enabling interaction with services like Ollama, Anthropic, Mistral, and OpenAI.

Code Review Assistant

Automates preliminary code feedback, including syntax checking, code explanation, and improvement suggestions, via a multi-agent system.

Shopify

Connects Shopify store data to Claude Desktop via a Model Context Protocol (MCP) server.

GitBook

Integrate GitBook's API with AI assistants and LLM applications via a Model Context Protocol server.

SSE Proxy

Connects STDIO-based Model Context Protocol (MCP) clients with SSE-based MCP servers, bridging different transport protocols.

Jina AI

Transforms web content into large language model (LLM) friendly formats using Jina.ai's reader service.

Laravel Artisan

Enables secure execution of Laravel Artisan commands through AI assistants using the Model Context Protocol.

Python Toolbox

Provides a comprehensive set of tools for Python development via the Model Context Protocol.

Oss

Uploads files to Alibaba Cloud OSS, supporting multiple configurations and directory specification.

Cs2 Rcon

Manages Counter-Strike 2 game servers remotely through a Model Context Protocol (MCP) server interface.

Airy

Interact with databases using natural language queries powered by AI.

TristanLib

Provides a lightweight local service for connecting to and operating a local MySQL database, designed for use with Cursor's MCP service.

JSON-RPC Client and Server Example

Demonstrates a basic JSON-RPC client and server implementation using Node.js.

Iris

Enables interaction and automation with InterSystems IRIS databases using the Model Context Protocol.

MCPServe

Deploys a simple Model Context Protocol (MCP) server with shell execution capabilities.

Claude Agent

Facilitates interaction between AI agents and Model Context Protocol (MCP) servers through structured state management.

Chatbot

Provides a Flask and Gunicorn-based backend for integrating a personal chatbot into a website.

CodeAnalysis

Analyzes codebases to provide AI-assisted code understanding and transformation capabilities.

WorkOS

Enables Cursor Agents to interact with the WorkOS API through a lightweight MCP server.