Development Tools

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

A TypeScript-based agent that integrates Ollama with multiple Model Context Protocol (MCP) servers, allowing local LLMs to interact with external tools like filesystems and web research through a unified CLI.

A Spring Boot-based MCP server that integrates OWASP ZAP to automate web security tasks like spidering, active scanning, and vulnerability reporting via AI agents.

NeuronMCP is part of the NeuronDB ecosystem, providing an MCP server interface to a PostgreSQL-based AI database with integrated vector search, machine learning algorithms, and RAG capabilities.

A Spring Boot-based MCP server that integrates 1C:Enterprise development with AI assistants, providing tools for code checking, syntax explanation, and AI-driven consultation via the 1C:Naparnik API.

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).

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.

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

A comprehensive interface to the Robinhood Crypto API, providing both REST and WebSocket endpoints for account management, real-time market data retrieval, and trading operations.

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 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.

DVMCP bridges the Model Context Protocol (MCP) with Nostr's Data Vending Machine ecosystem, enabling decentralized tool discovery and execution through cryptographically signed messages.

A powerful orchestration server that enables AI agents to discover, create, and execute complex multi-step workflows using structured YAML definitions and global strategy instructions.

A Model Context Protocol server providing programmatic administration for Keycloak, including management of users, realms, clients, roles, and authentication flows.

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

MCP (Model Context Protocol) Server. Provides real-time stock market data and trading capabilities through yfinance, offering tools for retrieving quotes, company overviews, historical prices, symbol searches, analyst recommendations, and insider transactions.

MCP (Model Context Protocol) Server. Transcribes and analyzes video content from sources like YouTube using multiple transcription services with automatic fallback for reliable text extraction from audio.

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

The pre-flight check for AI agents

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

A fast MCP server optimized for AI vision workflows that captures web pages as 1072x1072 pixel tiles and supports animated screencasts with intelligent browser management.

A high-performance browser automation MCP server using Playwright that uses accessibility trees and batch execution to reduce token usage by 70-95% compared to vision-based models.

A specialized MCP server for interacting with Vanta's security compliance platform, providing tools to monitor automated tests, manage security controls, track risk scenarios, and access audit evidence across various compliance frameworks.

A bridge between Dash (macOS offline API browser) and Claude, enabling instant, private, and version-specific documentation searches across 200+ API sets with project-aware intelligence.

A lightweight hub for unified management of multiple MCP servers, allowing tools like Claude Code and Cursor to connect to multiple local, NPX-based, or remote HTTP/SSE MCP servers through a single bridge.

Chain of Draft Server is a powerful AI-driven tool that helps developers make better decisions through systematic, iterative refinement of thoughts and designs. It integrates seamlessly with popular AI agents and provides a structured approach to reasoning, API design, architecture decisions, code reviews, and implementation planning.

A specialized MCP server that injects a JavaScript debugger into Claude Desktop to enable granular auto-approval and auto-blocking of tools from other MCP servers.

A comprehensive SSH management server for MCP that enables AI assistants to execute remote commands, manage files, conduct database operations, and monitor server health across multiple connections.

A robust toolset for scraping and analyzing data from the Google Play Store and Apple App Store, specifically designed for App Store Optimization (ASO). It enables LLMs to perform keyword research, sentiment analysis on reviews, and competitor app comparisons.

A TypeScript framework and CLI toolkit for building production-ready MCP servers with built-in OAuth 2.1 authentication and database integration.