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Security-focused MCP adapter that combines read-only DataHub metadata with a reviewed OKF-derived policy IR to execute closed, typed SQL queries against synthetic PostgreSQL data.

A simple MCP server for generating images using Ali Cloud's DashScope API, with tools for task management and local image saving.

Aurekai MCP server for akai doctor, manifests, artifacts, feature queries, and runtime inspection.

Manage FoxReach cold email outreach — leads, campaigns, sequences, templates, email accounts, inbox, and analytics.

Topics gaining momentum before they peak. Trend volume and growth signals. Free key at trendsmcp.ai

MCP server providing weather data via the Open-Meteo API, including geocoding, current conditions, daily and hourly forecasts, and city lookup. No API key required, with support for multiple units and transport types.

Enables AI agents to query environmental sensor data from the openSenseMap citizen-science network, allowing access to air quality, weather, and other sensor measurements through natural language.

PG-MCP is a PostgreSQL Model Context Protocol server that enables AI agents to discover, connect to, query, and understand PostgreSQL databases through a resource-oriented architecture. It extends the reference Postgres MCP implementation with multi-database support, rich catalog information extraction, extension context for PostGIS and pgVector, query execution plan analysis, and robust connection management. The server exposes database schema resources, data access capabilities, and specialized tools for executing read-only SQL queries, all while maintaining security through connection ID abstraction and read-only transaction enforcement. Built with Python 3.13 and asyncpg, it's particularly valuable for developers and data analysts who need AI assistants to interact with PostgreSQL databases without exposing sensitive connection details.

Integrates with AutoCAD through COM automation to enable drawing geometric primitives, adding text objects, sending commands, and reading layouts. Supports floor plan generation, architectural layout design, and CAD workflow automation for design professionals.

Enables LLMs to directly query and interact with Snowflake databases, supporting SELECT queries, schema exploration, and table operations.

MCP server for controlling the kitty terminal emulator. Exposes 40 tools for managing windows, tabs, layouts, text, appearance, and more.

Enables AI agents to retrieve live weather updates for any city via OpenWeatherMap, wrapped in MCP format.

Börsdata unoffcial MCP Server in .Net

Conversation save/load MCP server that provides AI assistants with persistent conversation storage through local file system operations. Built with TypeScript using the Model Context Protocol SDK, fs-extra, and Zod for input validation, the implementation offers two core tools: save-conversation for storing conversation summaries with unique identifiers, and load-conversation for retrieving previously saved content. Features security-hardened path validation to prevent directory traversal attacks, stores files in a dedicated ~/.mcp-conversation-save-load directory, and includes comprehensive error handling with sanitized conversation IDs restricted to alphanumeric characters, hyphens, and underscores. Designed for AI assistants that need to maintain conversation context across sessions, knowledge management workflows, and applications requiring persistent storage of dialogue summaries without external database dependencies.

This MCP server, developed by Hannes Rudolph, provides safe read-only access to SQLite databases for AI assistants. Built with FastMCP, it exposes tools for executing validated SELECT queries, listing tables, and describing table schemas. The implementation stands out with its focus on security, featuring query sanitization, parameter binding, and row limit enforcement. By connecting AI capabilities with local SQLite data sources, this server enables AI systems to explore and analyze structured data while maintaining strict safety controls. It is particularly useful for scenarios requiring AI-assisted data exploration, report generation, or insights extraction from SQLite databases, without risking data integrity or exposing sensitive information.

MCP server giving Claude Desktop / Cursor / Cline ad-free web scraping + search via three tools: fetch_page, fetch_pages_batch, search_web.

Enables AI agents to manage Cloudflare DNS records, including listing, creating, updating, and deleting records for your domains.

Magento MCP server: Claude & ChatGPT manage products, stock, orders and customers in Magento 2 / Adobe Commerce.

An MCP server that fetches real-time documentation for popular libraries like Langchain, Llama-Index, MCP, and OpenAI, allowing LLMs to access updated library information beyond their knowledge cut-off dates.

This MCP server implementation provides a bridge to YouTube's subtitle functionality, enabling AI assistants to download and analyze video subtitles. Developed by setkyar, it offers tools for retrieving video information, listing available subtitle languages, and downloading subtitles in specified languages. The server uses yt-dlp for robust YouTube interaction and is containerized with Docker for easy deployment. It's designed for use cases requiring subtitle analysis, such as content summarization, translation, or accessibility enhancement.