Execute PowerShell commands securely with controlled timeouts and input validation. Retrieve system information, manage services, monitor processes, and generate scripts dynamically using templates. B
Analyze, manage, and optimize your PostgreSQL databases effortlessly. Streamline your database operations with powerful tools for debugging, schema management, and data migration. Enhance performance
Create project notes, tasks, and issues enriched with Mermaid diagrams, interactive flows, and rich HTML explainers. Generate and organize reusable profiles and configuration components to guide behav
Provide AI-powered real-time analysis and intelligence on NPM packages, including security, dependencies, performance, and quality metrics. Enable faster and safer package management decisions by inte
[🇨🇳 中文文档](docs/README-zh.md) | [🇺🇸 English](README.md)
Enable AI assistants to interact seamlessly with Discord by managing servers, channels, messages, reactions, and webhooks. Send and read messages, create and delete channels or forum posts, and handle
Visualize tabular data as polished charts in seconds. Personalize themes and layout, then render bar, line, pie, and more—with smart suggestions for field mapping. Follow a guided workflow to optimi
Enable Large Language Model clients to interact seamlessly with any MediaWiki wiki. Perform actions such as creating, updating, and searching wiki pages, as well as retrieving file and page history in
Run queries, explore schemas, and retrieve table data with ease. Diagnose performance with execution plans, index recommendations, and table statistics to speed up workloads. Safeguard your database w
Execute remote SSH commands and test SSH connectivity seamlessly through a standardized MCP interface. Manage SSH sessions securely by configuring connection details via environment variables or remot
Generate UML class diagrams from C++ source code by analyzing class structures, inheritance, and members. Produce PlantUML-compatible diagrams to visualize your C++ project architecture easily. Integr
Provide your AI agents with instant access to the best curated resources from over 8,500 awesome lists and more than 1 million items. Discover relevant sections and retrieve high-quality references fo
Execute JavaScript and Python code securely in isolated environments with comprehensive security restrictions. Pass dynamic input variables and receive detailed execution results including output, err
Create and manage collections of companies, people, and papers, automatically discovering and verifying relevant entities. Enrich items with custom fields like CEO name, funding amount, or company sta
Provide up-to-date and historical Formula 1 race schedules for any specified year. Retrieve detailed race calendars including dates, circuit details, and session times with reliable data sources and c
**Build n8n workflows from text using AI** - Built by [FlowEngine](https://flowengine.cloud)
Enable advanced LinkedIn profile search, extraction, and contact information enrichment through a powerful MCP server. Leverage AI-powered query expansion, smart filtering, and multiple data sources t
Analyze images from multiple angles to extract detailed insights or quick summaries. Describe visuals rapidly or dive deeper with iterative reasoning when you need thorough understanding. Get strategi
Provide a comprehensive spellbook for Dungeons & Dragons 5th Edition to enhance your gameplay experience. Access detailed spell information and manage your spell resources efficiently. Streamline your
Manage and explore atomic notes using the Zettelkasten methodology through an MCP-compatible interface. Create, link, search, and synthesize notes with AI assistance to build a rich, interconnected kn
A powerful Python library that provides programmatic access to Google Flights data with an elegant CLI interface. Search flights, find the best deals, and filter results with ease.
A local/remote MCP server for generating infrastructure and architecture diagrams as code using the Python [diagrams](https://diagrams.mingrammer.com/) library ## Features **5 Diagram Tools** for in
Discover tools across your connected servers using natural language. Find the right capability fast and avoid manual browsing. Run chosen tools directly without switching contexts.
Enable natural language interaction with Twitter to fetch profiles, post tweets, search trends, and manage followers and bookmarks. Simplify Twitter API v2 usage with built-in rate limit handling and