Development Tools

An MCP server for Linux network optimization that enables AI-assisted TCP tuning, performance diagnostics, and safe configuration management with automated rollbacks.

A robust NestJS boilerplate that integrates the Model Context Protocol to expose backend services, utilities, and development workflows as AI-discoverable tools and resources.

A lightweight Rust-based bidirectional proxy that bridges MCP servers between stdio, SSE, and Streamable HTTP transports with built-in OAuth support.

A versatile Deno-based template for building MCP servers that support STDIO and HTTP transports. It includes examples for tools, resources, and sampling, and can be compiled into standalone binaries or Claude Desktop Extensions (DXT).

An MCP server that enables AI models to interact with AWS services including RDS, S3, EC2, and networking components through natural language.

A PostgreSQL MCP server offering dual HTTP/Stdio transports for database schema inspection and read-only query execution with session management and Podman(or Docker) support.

Metabase MCP server provides integration with the Metabase API, enabling LLM with MCP capabilites to directly interact with your analytics data, this server acts as a bridge between your analytics platform and conversational AI.

MCP (Model Context Protocol) Server. Provides a bridge to Qiniu Cloud Storage services for uploading files and retrieving public URLs through authenticated API calls

A discovery server for the MCP ecosystem that allows users to search, filter, and explore available MCP servers and integrations via the PulseMCP API.

MCP (Model Context Protocol) Server. Provides a bridge to Ramp's Developer API, enabling financial data analysis through an ephemeral SQLite database that loads corporate transactions, vendors, users, and spend programs for SQL-based business intelligence tasks.

A comprehensive MCP server for SingleStore that enables natural language database management, SQL execution, workspace orchestration, and notebook-based job scheduling.

AI-powered HTML prototype generation server that converts natural language descriptions into complete HTML code with modern design and responsive layouts. Supports design description expansion and seamless integration with Modao workspace.

An MCP server providing professional Android APK reverse engineering tools for decompiling, manifest parsing, and security auditing using Apktool.

An MCP server designed for creative brainstorming that uses progressive disclosure and server-side filtering to facilitate unconventional thinking while minimizing context window overhead.

The official McDonald's China MCP server providing integration for campaign calendars, coupon status tracking, and automated coupon collection for users in mainland China.

A specialized MCP server for macOS that automates Apple Keynote through AppleScript, allowing AI assistants to create, edit, and export presentations.

Handler is a comprehensive toolkit and MCP server for the A2A (Agent-to-Agent) Protocol, enabling AI assistants to communicate with remote agents and providing developers with TUI/CLI debugging tools.

Agentic Control Framework (ACF) is a comprehensive AI orchestration layer providing over 80 tools for sophisticated task management, browser automation, terminal control, and surgical code editing across local and cloud environments.

A weather information server implementing the National Weather Service API with full MCP OAuth 2.1 compliance for secure US weather alerts and forecasts.

MCP (Model Context Protocol) Server. Implements a multi-provider memory system for LLMs, enabling conversation history management and seamless model switching across OpenAI, Anthropic, OpenRouter, and Ollama.

A comprehensive MCP toolkit that empowers LLMs with Figma integration, command-line execution, audio processing, semantic memory storage, and web search capabilities.

A toolset for developers to generate and manage Framer plugins integrated with Web3 functionalities like wallet connections and NFT displays.

MCP (Model Context Protocol) Server. Integrates with Playwright to enable cross-browser web automation for tasks like scraping, testing, and content extraction.

MCP (Model Context Protocol) Server. Provides persistent conversation history, semantic search, and API-level caching for Gemini models to optimize token usage and reduce costs.

MCP (Model Context Protocol) Server. Enables creation and manipulation of Microsoft PowerPoint presentations through natural language, offering tools for managing slides, shapes, charts, and tables with styling and visualization capabilities.

MCP (Model Context Protocol) Server. Python-based framework for connecting Claude and other LLMs to executable Python code through User Defined Functions, enabling data scientists to extend their models with custom Python capabilities.

MCP (Model Context Protocol) Server. Integrates web scraping and crawling capabilities with tools for single-page content extraction, metadata retrieval, and Google search functionality, enabling workflows that require web content analysis, data collection, or online research tasks.

MCP (Model Context Protocol) Server. Provides secure read-only access to PostgreSQL databases for executing SQL queries and retrieving schema information.

MCP (Model Context Protocol) Server. Provides screen capture capabilities using PyAutoGUI to take, compress, and serve screenshots for analysis of the user's current screen content.

MCP (Model Context Protocol) Server. Enables direct interaction with PyMOL molecular visualization software for executing commands, manipulating structures, and analyzing molecular data through a socket connection that translates natural language to PyMOL-compatible Python code.