Development Tools

A security-hardened MCP server for Ubuntu system control, featuring safe file operations, audited command execution, and system monitoring with built-in path traversal protection and command sanitization.

MCP (Model Context Protocol) Server. Provides a bridge between databases and SQL/SPARQL queries through ODBC connections, enabling schema exploration, table management, and query execution with formatted results.

An MCP server for intelligent YouTube video analysis that provides token-optimized summaries, sentiment analysis, and entity extraction from transcripts. It enables AI assistants to perform video reporting, channel monitoring, and comprehensive YouTube searches through structured data tools.

MCP (Model Context Protocol) Server. Organizes complex thought processes into structured branches with cross-references, semantic relationships, and analytics for tracking idea evolution, contradiction detection, and multi-perspective reasoning.

A dynamic MCP server that integrates with any GraphQL API by introspecting its schema and automatically exposing each query as a distinct tool with matching parameters.

MCP (Model Context Protocol) Server. Integrates with Apache Gravitino to provide direct access to metadata services for exploring, tagging, and managing catalogs, schemas, tables, and user roles across data assets without switching workflows.

MCP (Model Context Protocol) Server. Integrates with Yahoo Finance to provide real-time stock prices, company information, financial statements, and market news for investment research and financial analysis.

MCP (Model Context Protocol) Server. Provides cybersecurity professionals with penetration testing capabilities through specialized servers for payload generation, reconnaissance, shellcode building, and security monitoring.

MCP (Model Context Protocol) Server. Provides SQL database access through the RBDC framework, supporting SQLite, MySQL, PostgreSQL, and MSSQL with connection pooling for executing queries, data modifications, and monitoring database connections.

A suite of TypeScript SDKs and tools for integrating feature flags into React, Vue, Node.js, and OpenFeature-compatible applications.

MCP (Model Context Protocol) Server. Bridges Claude with dbt Core CLI, enabling direct execution of data transformation workflows, model management, and pipeline analysis within conversation interfaces.

An MCP server that exposes Fabric patterns as tools for Cline, enabling AI-driven pattern execution directly within Cline tasks.

MCP (Model Context Protocol) Server. Integrates with SQLite to provide database querying and BI capabilities.

A fast semantic code analysis and search tool that leverages Tree-Sitter to provide deep insights into project structure, code quality, and identifier usage across 15+ programming languages.

A comprehensive MCP server for Volcano Engine's Jimeng AI, offering powerful multimodal capabilities including text-to-image, text-to-video, and image-to-video generation with asynchronous task management.

An MCP Server implementation that integrates the Balldontlie API, to provide information about players, teams and games for the NBA, NFL and MLB

An MCP server that provides unified access to Kubernetes audit logs across Alibaba Cloud SLS, AWS CloudWatch, and Google Cloud Logging, enabling AI agents to investigate cluster activity and resource changes.

This MCP server provides enterprise-grade RAG capabilities by integrating Contextual AI's platform for intelligent document retrieval, multi-agent routing, and citation-backed query processing.

A metaprompting orchestrator that guides AI agents through structured, multi-step codebase analysis workflows optimized for Google's Gemini 1M+ token context window.

MCP (Model Context Protocol) Server. Provides a bridge to Trello for creating and managing boards, lists, cards, labels, members, and checklists through TypeScript-based service handlers that handle authentication and API communication.

MCP (Model Context Protocol) Server. A knowledge management tool for code repositories using vector embeddings.

MCP (Model Context Protocol) Server. Lightweight macOS server that plays a system sound effect after code generation is complete, providing auditory feedback for developers during coding sessions.

Magic-API MCP Server integrates with the Magic-API development environment to provide API lifecycle management, Magic-Script debugging with breakpoints, and comprehensive Java class introspection via MCP tools.

An MCP server that integrates with MarketplaceAdPros to provide access to Amazon Advertising data, including campaigns, ad groups, and performance reports across Sponsored Products, Brands, and Display.

MCP (Model Context Protocol) Server. Integrates with Daytona's secure Python execution environment to enable isolated code running and workspace management for testing and educational purposes.

MCP (Model Context Protocol) Server. Provides real-time Chinese stock market data through AKShare, offering tools for market overviews, individual stock information, sector analysis, fund flows, and financial indicators across Chinese, Hong Kong, and US exchanges.

A specialized MCP server that integrates librosa to provide audio analysis capabilities, including tempo detection, spectral features, and onset detection from local files, web links, or YouTube videos.

MCP (Model Context Protocol) Server. Integrates Microsoft Security Copilot with Microsoft Sentinel for running KQL queries, managing skillsets, and executing prompts using Azure Identity Authentication

A comprehensive MCP server that integrates with Gramps Web API to provide AI-powered genealogy research, including full CRUD operations on records and advanced tree analysis tools.

MCP (Model Context Protocol) Server. Provides detailed information about Ruby gem dependencies in a project's Gemfile, including versions, descriptions, installation paths, documentation locations, and source code files.